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	<front>
		<journal-meta>
			<journal-id journal-id-type="publisher-id">cebape</journal-id>
			<journal-title-group>
				<journal-title>Cadernos EBAPE.BR</journal-title>
				<abbrev-journal-title abbrev-type="publisher">Cad. EBAPE.BR</abbrev-journal-title>
			</journal-title-group>
			<issn pub-type="epub">1679-3951</issn>
			<publisher>
				<publisher-name>Fundação Getulio Vargas, Escola Brasileira de Administração Pública e de Empresas</publisher-name>
			</publisher>
		</journal-meta>
		<article-meta>
      <article-id pub-id-type="publisher-id">00013</article-id>
			<article-id pub-id-type="doi">10.1590/1679-395120200135</article-id>
			<article-categories>
				<subj-group subj-group-type="heading">
					<subject>Artigo</subject>
				</subj-group>
			</article-categories>
			<title-group>
				<article-title>Ranking de transparência ativa de municípios do Estado de Minas Gerais: avaliação à luz da Lei de Acesso à Informação</article-title>
				<trans-title-group xml:lang="en">
					<trans-title>Active transparency ranking of municipalities in the Brazilian state of Minas Gerais: evaluation of transparency portals based on the Access to Information Law</trans-title>
				</trans-title-group>
				<trans-title-group xml:lang="es">
					<trans-title>Ranking de transparencia activa de los municipios del Estado de Minas Gerais: evaluación bajo la Ley de Acceso a la Información</trans-title>
				</trans-title-group>
			</title-group>
			<contrib-group>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0003-1285-8461</contrib-id>
					<name>
						<surname>ALVES</surname>
						<given-names>JOSIAS FERNANDES</given-names>
					</name>
					<xref ref-type="aff" rid="aff1">1</xref>
				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0002-4229-3337</contrib-id>
					<name>
						<surname>MIRANDA</surname>
						<given-names>ADÍLIO RENÊ ALMEIDA</given-names>
					</name>
					<xref ref-type="aff" rid="aff2">2</xref>
				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0003-3298-8183</contrib-id>
					<name>
						<surname>TEIXEIRA</surname>
						<given-names>MARCO ANTONIO CARVALHO</given-names>
					</name>
					<xref ref-type="aff" rid="aff3">3</xref>
				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0003-0643-6369</contrib-id>
					<name>
						<surname>SOUZA</surname>
						<given-names>PAULO ROBERTO RODRIGUES DE</given-names>
					</name>
					<xref ref-type="aff" rid="aff02">2</xref>
				</contrib>
			</contrib-group>
			<aff id="aff1">
				<label>1</label>
				<institution content-type="original"> Fundação Getulio Vargas (FGV EAESP) / Escola de Administração Pública e Governo, São Paulo- SP, Brasil</institution>
				<institution content-type="orgname">Fundação Getulio Vargas</institution>
				<institution content-type="orgdiv1">Escola de Administração Pública e Governo</institution>
				<addr-line>
					<named-content content-type="city">São Paulo</named-content>
					<named-content content-type="state">SP</named-content>
				</addr-line>
				<country country="BR">Brazil</country>
				<email>josiasfernandes@hotmail.com</email>
			</aff>
			<aff id="aff2">
				<label>2</label>
				<institution content-type="original"> Universidade Federal de Alfenas(UNIFAL-MG), Varginha- MG, Brasil</institution>
				<institution content-type="orgname">Universidade Federal de Alfenas</institution>
				<addr-line>
					<named-content content-type="city">Varginha</named-content>
					<named-content content-type="state">MG</named-content>
				</addr-line>
				<country country="BR">Brazil</country>
				<email>adilioadm@yahoo.com.br</email>
			</aff>
			<aff id="aff3">
				<label>3</label>
				<institution content-type="original"> Fundação Getulio Vargas (FGV EAESP) / Departamento de Gestão Pública da Escola de Administração de Empresas, São Paulo - SP, Brasil</institution>
				<institution content-type="orgname">Fundação Getulio Vargas</institution>
				<institution content-type="orgdiv1">Departamento de Gestão Pública da Escola de Administração de Empresas</institution>
				<addr-line>
					<named-content content-type="city">São Paulo</named-content>
					<named-content content-type="state">SP</named-content>
				</addr-line>
				<country country="BR">Brazil</country>
				<email>marco.teixeira@fgv.br</email>
			</aff>
			<aff id="aff02">
				<label>2</label>
				<institution content-type="original"> Universidade Federal de Alfenas(UNIFAL-MG), Varginha- MG, Brasil</institution>
				<institution content-type="orgname">Universidade Federal de Alfenas</institution>
				<addr-line>
					<named-content content-type="city">Varginha</named-content>
					<named-content content-type="state">MG</named-content>
				</addr-line>
				<country country="BR">Brazil</country>
				<email>paulo.souza@unifal-mg.edu.br</email>
			</aff>
			<author-notes>
				<fn fn-type="other" id="fn1">
					<p>Josias Fernandes Alves - Doutorando em Administração Pública e Governo pela Escola de Administração Pública e Governo da Fundação Getulio Vargas (FGV EAESP); Mestre em Gestão Pública e Sociedade pela Universidade Federal de Alfenas (UNIFAL-MG), Campus Varginha. E-mail: josiasfernandes@hotmail.com</p>
				</fn>
				<fn fn-type="other" id="fn2">
					<p>Adílio Renê Almeida Miranda - Doutor e mestre em Administração pela Universidade Federal de Lavras (UFLA); Professor Adjunto da Universidade Federal de Alfenas, Campus Varginha. E-mail: adilioadm@yahoo.com.br</p>
				</fn>
				<fn fn-type="other" id="fn3">
					<p>Marco Antonio Carvalho Teixeira - Doutor e mestre em Ciências Sociais pela Pontifícia Universidade Católica de São Paulo (PUC-SP); Professor adjunto e pesquisador do Departamento de Gestão Pública da Escola de Administração de Empresas da Fundação Getulio Vargas (FGV EAESP); Líder do grupo temático Federalismo, Relações Intergovernamentais e Descentralização da área de Administração Pública do ENANPAD (biênio 2020-2021). E-mail: marco.teixeira@fgv.br</p>
				</fn>
				<fn fn-type="other" id="fn4">
					<p>Paulo Roberto Rodrigues de Souza- Doutor em Ciências na área de Engenharia de Produção pela Universidade Estadual Paulista (UNESP); Mestre em Engenharia de Produção pela Universidade Federal de Santa Catarina (UFSC); Professor adjunto da Universidade Federal de Alfenas (UNIFAL-MG) - Campus Varginha. E-mail: paulo.souza@unifal-mg.edu.br</p>
				</fn>
			</author-notes>
      <!--pub-date date-type="pub" publication-format="electronic">
        <day>04</day>
        <month>05</month>
        <year>2021</year>
      </pub-date>
      <pub-date date-type="collection" publication-format="electronic"-->
        <pub-date pub-type="epub">
				<season>Jul-Sep</season>
				<year>2021</year>
			</pub-date>
			<volume>19</volume>
			<issue>3</issue>
			<fpage>564</fpage>
			<lpage>581</lpage>
			<history>
				<date date-type="received">
					<day>21</day>
					<month>06</month>
					<year>2020</year>
				</date>
				<date date-type="accepted">
					<day>25</day>
					<month>11</month>
					<year>2020</year>
				</date>
			</history>
			<permissions>
				<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/" xml:lang="pt">
					<license-p>Este é um artigo publicado em acesso aberto sob uma licença Creative Commons</license-p>
				</license>
			</permissions>
			<abstract>
				<title>Resumo</title>
				<p>Transparência ativa é uma dimensão da transparência pública, prevista na Lei de Acesso à Informação, que impõe aos órgãos públicos a obrigação de divulgar informações não confidenciais, independentemente de solicitação. O objetivo deste artigo é avaliar os portais eletrônicos de transparência por meio de uma amostra aleatória de 197 municípios das 13 regiões geográficas do Estado de Minas Gerais, com mais de 10 mil habitantes, utilizando o Índice Geral de Transparência Ativa, calculado com base na lei e nos princípios de dados abertos governamentais. A metodologia utilizada, com adaptações, foi a Avaliação de Transparência Ativa para Entes Públicos, desenvolvida pelo Programa de Transparência Pública da Fundação Getulio Vargas. O ranking mostra que, na escala máxima de 100, 72% dos portais estão classificados abaixo de 50. São observadas grande disparidade de pontuações e tendência a maior transparência nas cidades mais populosas, embora 22 municípios com menos de 50 mil habitantes (11% da amostra) tenham atingido índice igual ou superior a 60. Resultados confirmam estudos anteriores que indicam altos níveis de opacidade da gestão municipal, principalmente em municípios menores. Merece destaque a contribuição deste estudo para a literatura ainda relativamente escassa sobre transparência pública no âmbito municipal - à luz dos princípios de dados abertos governamentais - no estado brasileiro com o maior número de municípios.</p>
			</abstract>
			<trans-abstract xml:lang="en">
				<title>Abstract</title>
				<p>Active transparency is a dimension of public transparency provided for in the Right to Information Act, which provides for the disclosure of non-confidential information by public agencies, regardless of requests. This article aims to evaluate the online portals of a random sample of 197 municipalities in the 13 geographic regions of the state of Minas Gerais, with over 10,000 inhabitants, using the General Active Transparency Index (GATI), calculated based on the law and the principles of open government data. The Evaluation of Active Transparency for Public Entities, developed by the Public Transparency Program of Fundação Getulio Vargas was adapted and used for the study. The ranking shows that 72% of the portals are rated below 50, on the maximum scale of 100. There is also a large disparity between scores and the trend of greater transparency in the most populous cities, equal to or greater than 60. The results confirm previous studies that indicate high levels of opacity in the local public administration, mainly in smaller municipalities. The study contributes to the still relatively scarce literature about transparency at the municipal level, in the light of the principles of open government data, in the Brazilian state with the most municipalities.</p>
			</trans-abstract>
			<trans-abstract xml:lang="es">
				<title>Resumen</title>
				<p>La transparencia activa es una dimensión de la transparencia pública, prevista en la Ley de Acceso a la Información, que impone a los organismos públicos la obligación de divulgar información no confidencial, independientemente de solicitud. El artículo evalúa los portales electrónicos de los municipios del Estado de Minas Gerais, con más de 10.000 habitantes, a través del Índice General de Transparencia Activa (IGTA), calculado en base a la ley y los principios gubernamentales de datos abiertos. La metodología utilizada, con adaptaciones, fue la evaluación de transparencia activa de las entidades públicas, desarrollada por el Programa de Transparencia Pública de la Fundação Getulio Vargas. El ranking muestra que el 72% de los portales se clasifica por debajo de 50 en un escala máxima de 100. Hay una gran disparidad en los puntajes y una tendencia de mayor transparencia en las ciudades más pobladas, aunque 22 municipios con menos de 50 mil habitantes (11 % de la muestra) han alcanzado índices iguales o superiores a 60. Los resultados confirman estudios previos que indican altos niveles de opacidad en la gestión municipal, principalmente en municipios más pequeños. Cabe mencionar la contribución de este estudio a la literatura todavía relativamente escasa sobre transparencia pública a nivel municipal ‒ a la luz de los principios gubernamentales de datos abiertos en el estado brasileño con mayor número de municipios.</p>
			</trans-abstract>
			<kwd-group xml:lang="pt">
				<title>Palavras-chave:</title>
				<kwd>Direito à informação</kwd>
				<kwd>Transparência na administração pública</kwd>
				<kwd>Governos locais</kwd>
				<kwd>Lei de acesso à informação</kwd>
			</kwd-group>
			<kwd-group xml:lang="en">
				<title>Keywords:</title>
				<kwd>Right to information</kwd>
				<kwd>Transparency of Public Administration</kwd>
				<kwd>Local governments</kwd>
				<kwd>Acess to Information Law</kwd>
			</kwd-group>
			<kwd-group xml:lang="es">
				<title>Palabras clave:</title>
				<kwd>Derecho a la información</kwd>
				<kwd>Transparencia en la administración pública</kwd>
				<kwd>Gobiernos locales</kwd>
				<kwd>Ley de acceso a la información</kwd>
			</kwd-group>
			<funding-group>
				<award-group award-type="contract">
					<funding-source>Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)</funding-source>
					<award-id>001</award-id>
				</award-group>
			</funding-group>
			<counts>
				<fig-count count="3"/>
				<table-count count="4"/>
				<equation-count count="1"/>
				<ref-count count="57"/>
				<page-count count="18"/>
			</counts>
		</article-meta>
	</front>
	<body>
		<sec sec-type="intro">
			<title>INTRODUÇÃO</title>
			<p>Transparência é considerada um dos princípios básicos da governança pública (<xref ref-type="bibr" rid="B55">World Bank, 2016</xref>). Neste artigo, transparência é definida como o acesso do cidadão a informações governamentais disponibilizadas na <italic>internet</italic>. O interesse em <italic>sites</italic> oficiais justifica-se pelo fato de que eles são a forma mais acessível, confiável e durável de divulgação de informações públicas atualizadas (<xref ref-type="bibr" rid="B50">Tavares &amp; Cruz, 2020</xref>).</p>
			<p>Como condição prévia para integridade e <italic>accountability</italic>,</p>
			<disp-quote>
				<p>[...] a transparência capacita os cidadãos a participar e acompanhar as atividades dos governos locais. E se os atores do sistema de governança local são propensos à divulgação clara de informações, regras, planos, orçamentos, processos, ações e resultados, é mais difícil de esconder a corrupção (<xref ref-type="bibr" rid="B52">Transparency International, 2015</xref>, p. 8).</p>
			</disp-quote>
			<p>A pandemia causada pelo novo coronavírus explicitou a importância da divulgação de dados abertos, tanto sobre a doença e a infraestrutura do sistema de saúde, quanto de gastos com contratações emergenciais que os gestores públicos foram obrigados a fazer para enfrentar a COVID-19 (<xref ref-type="bibr" rid="B39">Open Government Partnership, 2020</xref>).</p>
			<p>A relevância da transparência, de forma geral e em âmbito local, pode ser vista, principalmente, sob a perspectiva da prevenção e do combate à corrupção. No Brasil, ainda existe grande disparidade entre os mecanismos nacionais (governo federal) e subnacionais (estados e municípios) de controle da corrupção (<xref ref-type="bibr" rid="B51">Transparência Internacional Brasil, 2020</xref>).</p>
			<p>De 2003 a 2020, foram deflagradas 480 ações investigativas, que apuraram prejuízos da ordem de R$ 5,4 bilhões. Políticas públicas de saúde e educação são as mais afetadas e correspondem a cerca de 70% das fraudes (<xref ref-type="bibr" rid="B11">CGU, 2020</xref>).</p>
			<p>Neste contexto, a Lei nº 12.527 (2011), Lei de Acesso à Informação (LAI), é considerada um marco no processo de abertura das informações da administração pública, cuja opacidade foi acentuada ao longo da ditadura militar, no período de 1964 a 1985. A LAI tornou-se um dos principais instrumentos de promoção da transparência, no âmbito da União, de estados, municípios e do Distrito Federal (DF).</p>
			<p>Além de definir a publicidade como regra e o sigilo como exceção, a LAI estabelece outras diretrizes: divulgação de informações de interesse público, independente de solicitação (transparência ativa); emprego de meios de comunicação viabilizados pela tecnologia da informação; fomento da cultura da transparência e do controle social da administração pública (<xref ref-type="bibr" rid="B30">Lei nº 12.527, 2011</xref>).</p>
			<p>Esta pesquisa avalia a transparência em sentido mais amplo que o mero cumprimento de requisitos legais, ao avaliar a disponibilidade de informações quanto à processabilidade, acessibilidade, não discriminação e licença livre (<xref ref-type="bibr" rid="B5">Barros &amp; Rodrigues, 2017</xref>; <xref ref-type="bibr" rid="B37">Moncau, Michener, Barros &amp; Velasco, 2015</xref>).</p>
			<p>Ao exigir que informações sejam disponibilizadas em formato aberto, a lei brasileira tornou-se a primeira, mundialmente, a incorporar os princípios de dados abertos governamentais, em especial quanto à transparência ativa (<xref ref-type="bibr" rid="B42">Possamai, 2018</xref>).</p>
			<p>A metodologia adotada neste estudo para avaliar a transparência ativa, por ser baseada nos princípios de dados abertos, apresenta um diferencial em relação a outras investigações, que não levam em conta fatores associados ao funcionamento dos portais e à facilidade de acesso à informação.</p>
			<p>Pretende-se, com este estudo, preencher uma lacuna que ainda persiste na literatura sobre transparência, uma vez que a maioria das pesquisas avalia o nível de abertura de informações dos governos estaduais e federal. No Brasil, os pequenos municípios enfrentam dificuldades em se adequar à lei. Os percentuais daqueles que cumprem as exigências ainda é muito baixo, como demonstram alguns estudos, cujo objeto ainda se concentra principalmente em cidades localizadas nos estados das regiões Sul e Sudeste do país.</p>
			<p>Desse modo, o principal achado desta pesquisa é a constatação empírica de um paradoxo, ainda pouco explorado pela bibliografia sobre transparência de entes municipais. Apesar de pequenas cidades apresentarem tendência a altos índices de opacidade, constata-se que alguns governos de municípios com população inferior a 50 mil habitantes conseguem atingir altos índices de transparência.</p>
			<p>Composta majoritariamente por pequenos municípios, a amostragem desta pesquisa, representativa de todas as regiões do estado, diferencia-se dos estudos que focam nas capitais ou grandes cidades. No <italic>ranking</italic> de 197 municípios de Minas Gerais, com mais de 10 mil habitantes e obrigados a cumprir exigências mínimas de transparência ativa previstas na LAI, estão 156 com população de até 50 mil pessoas.</p>
			<p>A escolha de Minas Gerais, estado com o maior número de municípios (853) e o segundo mais populoso do país, justifica-se por seus históricos problemas de desigualdades regionais, pesquisados por <xref ref-type="bibr" rid="B2">Amaral, Lemos e Chein (2010</xref>).</p>
			<p>No primeiro estudo que calculou o Índice de Desenvolvimento Humano (IDH) desagregado para cada unidade de federação, o estado foi classificado no estrato intermediário (United Nations Development Program [<xref ref-type="bibr" rid="B54">UNDP</xref>], Instituto de Pesquisas Aplicadas [IPEA], &amp; Fundação João Pinheiro [FJP], <xref ref-type="bibr" rid="B19">2020</xref>). O Brasil é o sétimo país mais desigual do mundo, atrás apenas de nações africanas (PNUD, 2020). Por estas razões, Minas Gerais pode ser considerado uma espécie de microcosmo da realidade dos 27 estados brasileiros.</p>
			<p>Além desta introdução, este artigo está estruturado da seguinte forma: a segunda seção apresenta breve histórico sobre o direito de acesso à informação no mundo e os fundamentos teóricos de transparência pública, acesso à informação, dados abertos; na terceira, são abordados os principais tópicos legais de transparência ativa e sua aplicação nos municípios; a seção seguinte detalha os procedimentos metodológicos; a quinta seção apresenta os resultados e discussões; em seguida, as considerações finais apontam as principais contribuições da pesquisa e sugestões de novos estudos.</p>
		</sec>
		<sec>
			<title>ACESSO À INFORMAÇÃO, TRANSPARÊNCIA PÚBLICA E DADOS ABERTOS</title>
			<p>Previsto na Declaração Universal dos Direitos Humanos da Organização das Nações Unidas (ONU), de 1948, o direito de acesso a informações sobre a administração pública é incluído, em 2003, na Convenção das Nações Unidas contra a Corrupção, aprovada pelo Brasil em 2006, como uma das medidas para prevenção desta prática e seus vínculos com o crime organizado, que passaram a ser vistos pela comunidade internacional como problema global.</p>
			<p>A Lei Modelo Interamericana sobre Acesso à Informação Pública, embasada em dez princípios aprovados em 2010, é adotada como parâmetro pela lei brasileira (Organização dos Estados Americanos [OEA], <xref ref-type="bibr" rid="B40">2010</xref>).</p>
			<p>A partir de 2011, quando a LAI brasileira é sancionada, outros 40 países criam suas normas. O Brasil foi o 89º dos 128 países que implementaram uma lei específica sobre acesso à informação. Gana foi o último, em 2019 (<xref ref-type="bibr" rid="B22">Global Right to Information Rating, 2020</xref>).</p>
			<p>Conceitualmente, o direito à informação pode ser definido como o conjunto de princípios legais que visam garantir o acesso a informações sobre pessoas ou organizações, coletadas e armazenadas em bancos de dados públicos ou privados, bem como a informações governamentais, à exceção daquelas protegidas pelo direito à privacidade ou por sigilos comerciais e estatais, previstos em lei (<xref ref-type="bibr" rid="B8">Cepik, 2000</xref>).</p>
			<p>Este direito está diretamente associado à transparência pública, que torna possível ao cidadão tomar conhecimento das ações governamentais. Para <xref ref-type="bibr" rid="B7">Bahur e Grimer (2012)</xref>; <xref ref-type="bibr" rid="B15">Cunha (2018</xref>); <xref ref-type="bibr" rid="B28">Jardim (1995</xref>); <xref ref-type="bibr" rid="B34">Michener e Bersch (2013</xref>); <xref ref-type="bibr" rid="B57">Zuccolotto, Teixeira e Riccio (2015</xref>), transparência ainda é um conceito em processo de construção, sendo objeto de estudos multidisciplinares.</p>
			<p>Para o Banco Mundial, transparência é o “[...] acesso dos cidadãos a informações publicamente disponíveis sobre as ações das pessoas no governo e as conseqüências dessas ações” (<xref ref-type="bibr" rid="B55">World Bank, 2016</xref>, p. 81).</p>
			<p>Quanto à iniciativa, a transparência pública distingue-se em: i) ativa - difusão periódica de informações de interesse geral ou coletivo, independente de solicitação e ii) passiva - obrigação do ente público de dar acesso a toda informação solicitada pelo cidadão, salvo aquela protegida por sigilo (<xref ref-type="bibr" rid="B56">Yazigi, 1999</xref>).</p>
			<p>De particular interesse para este estudo, transparência ativa também é definida como a difusão periódica e sistematizada de informações públicas, resultante de ações voluntárias de gestores ou de obrigações legais impostas aos órgãos estatais de publicar informações imprescindíveis para o cidadão avaliar o desempenho governamental (<xref ref-type="bibr" rid="B57">Zuccolotto et al., 2015</xref>). A <xref ref-type="fig" rid="f1">Figura 1</xref> mostra os principais elementos do conceito de transparência pública.</p>
			<p>
				<fig id="f1">
					<label>Figura 1</label>
					<caption>
						<title>Principais elementos do conceito de transparência pública</title>
					</caption>
					<graphic xlink:href="1679-3951-cebape-19-03-564-gf1.jpg"/>
				</fig>
			</p>
			<p>Os conhecidos “oito princípios dos dados abertos” foram criados em 2007 na Califórnia por pesquisadores, representantes de organizações da sociedade civil e ativistas norte-americanos, pioneiros no uso de dados abertos para promoção da transparência, com atenção em informações governamentais (<xref ref-type="bibr" rid="B49">Tauberer, 2014</xref>).</p>
			<p>Por dados abertos governamentais, compreendem-se aqueles que podem ser livremente utilizados, reutilizados e redistribuídos por qualquer pessoa. São regidos por três leis: i) se o dado não pode ser encontrado e indexado na <italic>web</italic>, ele não existe; ii) se não estiver aberto e disponível em formato compreensível por máquina, não pode ser reaproveitado e iii) se algum dispositivo legal não permitir sua reaplicação, não é útil (<xref ref-type="bibr" rid="B16">Eaves, 2009</xref>).</p>
			<p>Embora não mencione a expressão “dados abertos”, o artigo 8º da LAI detalha o conteúdo e os requisitos das informações que devem ser disponibilizadas em transparência ativa: ferramentas de pesquisa, formato, possibilidade de gravação, acesso automatizado, dados abertos, estruturados, legíveis por máquina e não proprietários (<xref ref-type="bibr" rid="B30">Lei nº 12.527, 2011</xref>).</p>
			<p>Contudo, analisar as múltiplas dimensões da transparência e seu papel na promoção da <italic>accountability</italic>, bem como do controle social na administração pública, extrapola os objetivos deste artigo.</p>
		</sec>
		<sec>
			<title>APLICAÇÃO DA LAI NOS MUNICÍPIOS</title>
			<p>Esta seção resume os principais dispositivos da LAI que tratam da transparência ativa e menciona pesquisas e estudos oficiais recentes que avaliam a transparência no âmbito municipal. Os primeiros artigos da lei tratam de:</p>
			<p>
				<list list-type="roman-lower">
					<list-item>
						<p> sua aplicabilidade no âmbito União, Estados, Distrito Federal e Municípios;</p>
					</list-item>
					<list-item>
						<p>diretrizes para sua aplicação e princípios que orientam o direito de acesso à informação;</p>
					</list-item>
					<list-item>
						<p>definição de termos por ela adotados;</p>
					</list-item>
					<list-item>
						<p>[...] dever de garantir o acesso à informação através de procedimentos objetivos e ágeis, de forma transparente, clara e em linguagem de fácil compreensão;</p>
					</list-item>
					<list-item>
						<p>[...] diretrizes político-institucionais do acesso, proteção e gestão da informação;</p>
					</list-item>
					<list-item>
						<p>[...] proteção da informação, garantindo-se sua disponibilidade, autenticidade e integridade; proteção de dados sigilosos e pessoais e restrições de acesso;</p>
					</list-item>
					<list-item>
						<p>conteúdo, abrangência e forma de exercer o direito de acesso à informação (<xref ref-type="bibr" rid="B30">Lei nº 12.527, 2011</xref>).</p>
					</list-item>
				</list>
			</p>
			<p>Além de outros dispositivos que estimulam a proatividade na divulgação de informações, o art. 8°, § 1º da LAI refere-se expressamente à transparência ativa como dever dos órgãos públicos. Também elenca o mínimo de informações que devem ser divulgadas, independente de solicitação (<xref ref-type="bibr" rid="B30">Lei nº 12.527, 2011</xref>).</p>
			<p>O rol não é exaustivo, cabendo aos entes públicos definirem outras informações de interesse coletivo ou geral, a serem divulgadas por transparência ativa, ressalvadas as exceções legais de sigilo.</p>
			<p>Pesquisa elaborada por <xref ref-type="bibr" rid="B41">Pinho (2008</xref>) evidencia que municípios mais desenvolvidos apresentam melhores condições econômicas, sociais, políticas, tecnológicas de implantar e manter portais eletrônicos e, por consequência, de divulgar mais informações públicas.</p>
			<p>Estudo de <xref ref-type="bibr" rid="B13">Cruz, Ferreira, Silva e Macedo (2012</xref>) aponta, ainda, a tendência de maior transparência na gestão de municípios mais populosos. Investigações mais recentes, feitas por <xref ref-type="bibr" rid="B35">Michener, Contrera e Niskier (2018</xref>); <xref ref-type="bibr" rid="B46">Sell, Sampaio, Zonatto e Lavarda (2018</xref>), confirmam essa relação entre transparência e tamanho populacional dos municípios, dentre outros fatores<italic>.</italic></p>
			<p>Duas avaliações institucionais sobre a transparência em municípios e estados brasileiros também apontam para a relação entre o porte das cidades e a opacidade de sua gestão: o Ranking Nacional de Transparência (RNT), realizado pelo Ministério Público Federal (<xref ref-type="bibr" rid="B36">MPF, 2015</xref>, <xref ref-type="bibr" rid="B37">2016</xref>) e a Escala Brasil Transparente (EBT), elaborada pela CGU em quatro edições, nos anos de 2015 (duas edições), 2017 e 2018.</p>
			<p>O RNT é um diagnóstico do cumprimento dos requisitos legais de transparência ativa, com ênfase na LAI, por todos os municípios, estados e DF. A segunda avaliação para o RNT mostra a média de 4,5 (na escala de 0 a 10) do índice de transparência dos 344 municípios mineiros com população entre 10 mil e 100 mil habitantes. Nas quatro cidades com mais de 500 mil habitantes, a média sobe para 7,6 (<xref ref-type="bibr" rid="B36">MPF, 2015</xref>, <xref ref-type="bibr" rid="B37">2016</xref>).</p>
			<p>Já a EBT, nos dois últimos levantamentos, realizados em 2018 e 2020, além da transparência passiva, mediu a transparência ativa dos 26 estados, do DF e de 665 municípios brasileiros com mais de 50 mil habitantes, incluindo as capitais, 72 deles localizados em Minas Gerais.</p>
			<p>Os resultados da EBT 360º - 2ª edição mostram média nacional de 6,9 (de 0 a 10) de todos os municípios brasileiros avaliados e de 8,8 das capitais dos estados. A nota média dos municípios mineiros é 6,6 e 7,9, quando consideradas apenas as quatro cidades do estado com população acima de 500 mil habitantes. Esses índices médios das maiores cidades avaliadas pela EBT 360º, significativamente superiores aos do RNT/MPF, também reforçam os achados de outros estudos que associam índices mais elevados de transparência a municípios de maior porte (<xref ref-type="bibr" rid="B12">CGU, 2021</xref>).</p>
			<p>A maioria das pesquisas acadêmicas também está voltada à avaliação das grandes cidades. <xref ref-type="bibr" rid="B21">García-Sánchez, Aceituno e Domínguez (2013</xref>) analisam a transparência pública de municípios espanhóis com mais de 250 mil habitantes ou capitais de províncias. <xref ref-type="bibr" rid="B15">Coelho, Silva, Cunha e Teixeira (2018</xref>) examinam a transparência do Poder Executivo dos estados, capitais e outros municípios brasileiros com mais de 400 mil habitantes. Estudo organizado por <xref ref-type="bibr" rid="B33">Michener (2016</xref>) avalia apenas estados e capitais. <xref ref-type="bibr" rid="B13">Cruz et al. (2012</xref>), assim como <xref ref-type="bibr" rid="B18">Fiirst, Costa, Baldissera e Asta (2017</xref>), verificam o nível de transparência eletrônica dos 100 municípios mais populosos do Brasil.</p>
		</sec>
		<sec sec-type="methods">
			<title>PROCEDIMENTOS METODOLÓGICOS</title>
			<p>A avaliação da transparência ativa visa aferir a conformidade das informações obrigatórias, previstas no artigo 8º da LAI, que devem ser disponibilizadas nos portais eletrônicos. A avaliação do item “Perguntas frequentes”, que não consta da metodologia original, foi inserida por sua importância no esclarecimento de dúvidas mais comuns dos cidadãos, além de exigência legal (<xref ref-type="bibr" rid="B30">Lei nº 12.527, 2011</xref>).</p>
			<p>Foi adotada a metodologia de avaliação de “Transparência ativa para entes públicos”, desenvolvida pelo Programa de Transparência Pública da Fundação Getulio Vargas (PTP FGV), entre 2014 e 2018. Seu objetivo é avaliar e mensurar o nível de transparência ativa de portais eletrônicos de órgãos públicos, à luz da LAI (Fundação Getulio Vargas [FGV], <xref ref-type="bibr" rid="B20">2019</xref>).</p>
			<p>O <italic>ranking</italic> foi elaborado com base no Índice Geral de Transparência Ativa (IGTA), calculado através de pontuação atribuída a cada item de informações divulgadas nos sítios eletrônicos das prefeituras. Os dados foram coletados entre dezembro de 2018 e junho de 2019.</p>
			<sec>
				<title>Seleção da amostra</title>
				<p>O tamanho da amostra da pesquisa foi definido em 197 municípios, admitindo-se um erro de estimação de 0,05, nível de confiança de 95% e estimativa inicial para proporção igual a 0,5. Este número corresponde a 52,2% dos 377 municípios do estado com população maior que 10 mil habitantes (Instituto Brasileiro de Geografia e Estatística [IBGE], <xref ref-type="bibr" rid="B26">2018</xref>). <xref ref-type="bibr" rid="B43">Rosa, Bernardo, Vicente e Petri (2015</xref>), ao avaliar a transparência ativa em cidades da Região Sul do Brasil, adotam o mesmo tamanho amostral, com parâmetros similares. Minas Gerais possui 13 Regiões Geográficas Intermediárias (RGI), como mostra o <xref ref-type="fig" rid="f2">Figura 2</xref>.</p>
				<p>
					<fig id="f2">
						<label>Figura 2</label>
						<caption>
							<title>Regiões geográficas intermediárias de Minas Gerais</title>
						</caption>
						<graphic xlink:href="1679-3951-cebape-19-03-564-gf2.jpg"/>
						<attrib>Fonte: Fundação Estadual do Meio Ambiente (FEAM, 2019).</attrib>
					</fig>
				</p>
				<p>Após ponderação pelas faixas populacionais dos municípios de cada RGI, a amostra foi selecionada com recurso à tabela de números aleatórios publicada por <xref ref-type="bibr" rid="B45">Scheaffer, Mendenhall e Ott (1990</xref>). A <xref ref-type="table" rid="t1">Tabela 1</xref> mostra o número total e municípios com mais de 10 mil habitantes, população total e cidades amostradas por região.</p>
				<p>
					<table-wrap id="t1">
						<label>Tabela 1</label>
						<caption>
							<title>Número de municípios, população e percentuais do total e da amostragem por RGI</title>
						</caption>
						<table frame="hsides" rules="groups">
							<colgroup>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
							</colgroup>
							<thead>
								<tr>
									<th align="center">RGI</th>
									<th align="center">Sigla</th>
									<th align="center">nº de mun.</th>
									<th align="center">Pop. Total</th>
									<th align="center">+10 mil hab.</th>
									<th align="center">Pop. amost.</th>
									<th align="center">Mun. amost.</th>
								</tr>
							</thead>
							<tbody>
								<tr>
									<td align="left">Belo Horizonte</td>
									<td align="center">BHZ</td>
									<td align="center">74</td>
									<td align="center">6.028.392</td>
									<td align="center">42</td>
									<td align="center">4.580.134</td>
									<td align="center">22</td>
								</tr>
								<tr>
									<td align="left">Montes Claros</td>
									<td align="center">MOC</td>
									<td align="center">86</td>
									<td align="center">1.277.302</td>
									<td align="center">36</td>
									<td align="center">870.326</td>
									<td align="center">19</td>
								</tr>
								<tr>
									<td align="left">Teófilo Otoni</td>
									<td align="center">TEO</td>
									<td align="center">86</td>
									<td align="center">1.420.605</td>
									<td align="center">42</td>
									<td align="center">555.103</td>
									<td align="center">22</td>
								</tr>
								<tr>
									<td align="left">Gov. Valadares</td>
									<td align="center">GOV</td>
									<td align="center">58</td>
									<td align="center">773.517</td>
									<td align="center">19</td>
									<td align="center">430.581</td>
									<td align="center">10</td>
								</tr>
								<tr>
									<td align="left">Ipatinga</td>
									<td align="center">IPA</td>
									<td align="center">44</td>
									<td align="center">1.028.017</td>
									<td align="center">18</td>
									<td align="center">534.883</td>
									<td align="center">10</td>
								</tr>
								<tr>
									<td align="left">Juiz de Fora</td>
									<td align="center">JUF</td>
									<td align="center">146</td>
									<td align="center">2.347.851</td>
									<td align="center">49</td>
									<td align="center">1.292.738</td>
									<td align="center">25</td>
								</tr>
								<tr>
									<td align="left">Barbacena</td>
									<td align="center">BAR</td>
									<td align="center">49</td>
									<td align="center">781.253</td>
									<td align="center">16</td>
									<td align="center">340.786</td>
									<td align="center">8</td>
								</tr>
								<tr>
									<td align="left">Varginha</td>
									<td align="center">VAR</td>
									<td align="center">82</td>
									<td align="center">1.637.101</td>
									<td align="center">46</td>
									<td align="center">736.236</td>
									<td align="center">23</td>
								</tr>
								<tr>
									<td align="left">Pouso Alegre</td>
									<td align="center">POA</td>
									<td align="center">80</td>
									<td align="center">1.652.265</td>
									<td align="center">37</td>
									<td align="center">530.309</td>
									<td align="center">19</td>
								</tr>
								<tr>
									<td align="left">Uberaba</td>
									<td align="center">UBR</td>
									<td align="center">29</td>
									<td align="center">781.136</td>
									<td align="center">15</td>
									<td align="center">490.089</td>
									<td align="center">8</td>
								</tr>
								<tr>
									<td align="left">Uberlândia</td>
									<td align="center">UBL</td>
									<td align="center">24</td>
									<td align="center">1.169.426</td>
									<td align="center">12</td>
									<td align="center">914.891</td>
									<td align="center">7</td>
								</tr>
								<tr>
									<td align="left">Patrocínio</td>
									<td align="center">PAT</td>
									<td align="center">34</td>
									<td align="center">825.366</td>
									<td align="center">17</td>
									<td align="center">396.800</td>
									<td align="center">9</td>
								</tr>
								<tr>
									<td align="left">Divinópolis</td>
									<td align="center">DIV</td>
									<td align="center">61</td>
									<td align="center">1.318.071</td>
									<td align="center">28</td>
									<td align="center">680.092</td>
									<td align="center">15</td>
								</tr>
								<tr>
									<td align="left">Total</td>
									<td align="left"/>
									<td align="center">853</td>
									<td align="center">21.040.662</td>
									<td align="center">377</td>
									<td align="center">12.362.968</td>
									<td align="center">197</td>
								</tr>
							</tbody>
						</table>
						<table-wrap-foot>
							<fn id="TFN1">
								<p>Fonte: Elaborada pelos autores com base em dados do <xref ref-type="bibr" rid="B26">IBGE (2018)</xref>.</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
			</sec>
			<sec>
				<title>Critérios de avaliação</title>
				<p>A metodologia é baseada nos oito princípios de governo aberto, ressaltando-se que <italic>acessibilidade</italic>, <italic>não discriminação</italic> e <italic>licença livre</italic> são analisados de forma unificada. Os critérios de avaliação da <italic>completude</italic> de informações são aplicáveis aos seguintes itens: i) Estrutura Organizacional (EO), ii) Programas e Ações (PA), iii) Despesas (D), iv) Licitações (L), v) Contratos (C), vi) Transferências e Repasses (TR) e vii) Perguntas Frequentes (PF).</p>
			</sec>
			<sec>
				<title>Cálculo da transparência ativa</title>
				<p>Na pontuação de 0 a 100, atribuída a cada portal, o IGTA é obtido pela média da soma de pontos dos itens de divulgação obrigatória, mensurando o conteúdo das informações, a estrutura de navegação e a apresentação dos dados e do próprio portal. A pontuação de cada categoria é o resultado da nota de completude multiplicada pela do princípio contemplado naquele item.</p>
				<p>Os princípios foram divididos em duas categorias, cada uma com peso de 50%, levando-se em conta: i) o conteúdo dos dados (<italic>completude</italic>, <italic>primariedade</italic>, <italic>processabilidade</italic> e <italic>tempestividade</italic>) e ii) a utilização do portal (<italic>acessibilidade</italic>, <italic>não discriminação</italic> e <italic>licença livre</italic>).</p>
				<p>A nota de acessibilidade é a média das pontuações de <italic>inclusão, facilidade</italic> no acesso e <italic>usabilidade</italic>.</p>
				<p>Em relação aos itens quantitativos (D, L, C e TR), a avaliação da completude divide-se em dimensões essencial e não essencial. A nota de completude é obtida pela soma da avaliação de elementos essenciais, equivalente a 70% da nota final, com as complementares (30%).</p>
				<p>A nota final do IGTA equivale à soma das notas de cada item, em que (LC) é a média desses dois itens, calculada pela seguinte equação:</p>
				<p>
					<disp-formula id="e1">
						<alternatives>
						<mml:math>
							<mml:mi>I</mml:mi>
							<mml:mi>G</mml:mi>
							<mml:mi>T</mml:mi>
							<mml:mi>A</mml:mi>
							<mml:mo>=</mml:mo>
							<mml:mfrac>
								<mml:mrow>
									<mml:mfenced separators="|">
										<mml:mrow>
											<mml:mi>E</mml:mi>
											<mml:mi>O</mml:mi>
											<mml:mi> </mml:mi>
											<mml:mo>+</mml:mo>
											<mml:mi> </mml:mi>
											<mml:mi>P</mml:mi>
											<mml:mi>A</mml:mi>
											<mml:mi> </mml:mi>
											<mml:mo>+</mml:mo>
											<mml:mi> </mml:mi>
											<mml:mi>P</mml:mi>
											<mml:mi>F</mml:mi>
										</mml:mrow>
									</mml:mfenced>
									<mml:mo>+</mml:mo>
									<mml:mi> </mml:mi>
									<mml:mi>D</mml:mi>
									<mml:mi> </mml:mi>
									<mml:mo>+</mml:mo>
									<mml:mi> </mml:mi>
									<mml:mi>L</mml:mi>
									<mml:mi>C</mml:mi>
									<mml:mi> </mml:mi>
									<mml:mo>+</mml:mo>
									<mml:mi> </mml:mi>
									<mml:mi>T</mml:mi>
									<mml:mi>R</mml:mi>
								</mml:mrow>
								<mml:mrow>
									<mml:mn>450</mml:mn>
								</mml:mrow>
							</mml:mfrac>
						</mml:math>
					</alternatives>
						<label>(1)</label>
					</disp-formula>
				</p>
				<p>O valor máximo do IGTA (45 mil pontos) corresponde à soma da maior pontuação possível de todos os itens avaliados dividida por 450, para redução à escala de 0 a 100 (FGV, 2019).</p>
			</sec>
		</sec>
		<sec sec-type="results|discussion">
			<title>RESULTADOS E DISCUSSÕES</title>
			<p>Nesta seção são apresentados os principais resultados e discussões sobre a avaliação de transparência ativa dos municípios amostrados. O <italic>ranking</italic> geral do IGTA dos 197 municípios avaliados, com a respectiva RGI, população e pontuação de cada portal, é apresentado no <xref ref-type="table" rid="t4">Apêndice 1</xref>.</p>
			<p>Os resultados mostram que 142 municípios (72,1% da amostra) têm IGTA abaixo de 50, dentre os quais apenas 17 (8,6%) têm população superior a 50 mil habitantes. A nota de 113 municípios (57,4%) está abaixo da média geral simples do IGTA (42,5 pontos). Destes, apenas 10 (5,1%) possuem mais de 50 mil habitantes.</p>
			<p>Se considerada a média mais elevada do IGTA, ponderada pela população (58,9 pontos), passam para 161 (81,7%) os municípios avaliados com índices insuficientes de transparência, dentre os quais 26 (13,2%) têm população acima de 50 mil residentes.</p>
			<p>Nas faixas menos populosas, é grande a concentração de municípios com IGTA abaixo de 50. Sobressai a dispersão de municípios mais transparentes nas faixas de maior tamanho populacional. O <xref ref-type="fig" rid="ch1">Gráfico 1</xref>, no qual cada ponto representa uma cidade, mostra a concentração de municípios de pequeno porte avaliados em níveis muito baixos de transparência.</p>
			<p>
				<fig id="ch1">
					<label>Gráfico 1</label>
					<caption>
						<title>Distribuição de municípios por faixas de IGTA</title>
					</caption>
					<graphic xlink:href="1679-3951-cebape-19-03-564-gch1.jpg"/>
					<attrib>Fonte: Elaborado pelos autores.</attrib>
				</fig>
			</p>
			<p>Entre os 176 municípios com população de até 100 mil habitantes, apenas 43 (24,4%) atingem IGTA igual ou maior que 50 pontos. Dentre eles, dos 165 municípios com menos de 60 mil habitantes, 130 (78,8%) são avaliados com IGTA de até 50 pontos. Nos 102 municípios com população de até 20 mil pessoas, 85 (83,3%) obtêm índice inferior a 50.</p>
			<p>Na faixa dos mais transparentes, dos 21 municípios com população superior a 100 mil habitantes, 11 (52,3%) têm o IGTA acima de 50. Em termos percentuais, esses municípios mais populosos, com índice de transparência acima da média, correspondem a mais que o dobro dos 24,4%, na mesma faixa, com menos de 100 mil residentes.</p>
			<p>Em quatro dos cinco municípios com mais de 400 mil habitantes (Belo Horizonte, Contagem, Montes Claros e Juiz de Fora), onde residem cerca de 4,4 milhões de pessoas (35,7% da população amostral), o IGTA médio ultrapassa 80 pontos.</p>
			<p>Com base na amostra, é possível estimar quanto dos 377 municípios obrigados a disponibilizar informações por transparência ativa têm IGTA acima da média. Apenas 60 a 90 (16% a 24%) apresentam índice acima de 50. Ou seja, 76% a 84% desses municípios estão abaixo da nota média de transparência ativa.</p>
			<p>Esses resultados encontram respaldo na literatura que indica a relação positiva entre o tamanho populacional e os níveis de transparência de municípios, como as pesquisas de <xref ref-type="bibr" rid="B1">Alcaide-Muñoz, Bolívar e Hernández (2016</xref>); <xref ref-type="bibr" rid="B3">Baker (1997</xref>); <xref ref-type="bibr" rid="B4">Baldissera (2018</xref>); <xref ref-type="bibr" rid="B9">Coelho et al. (2018</xref>); <xref ref-type="bibr" rid="B14">Cunha, Coelho, Silva, Cantoni e Teixeira (2016</xref>); <xref ref-type="bibr" rid="B18">Fiirst et al. (2017</xref>); <xref ref-type="bibr" rid="B21">García-Sánchez et al. (2013</xref>); <xref ref-type="bibr" rid="B24">Guillamón, Bastida e Benito (2011</xref>); <xref ref-type="bibr" rid="B29">Keerasuntonpong, Dunstan e Khanna (2015</xref>); <xref ref-type="bibr" rid="B31">Lowatcharin e Menifield (2015</xref>); <xref ref-type="bibr" rid="B35">Michener et al. (2018</xref>); <xref ref-type="bibr" rid="B38">Norris (1999</xref>); <xref ref-type="bibr" rid="B41">Pinho (2008</xref>); <xref ref-type="bibr" rid="B43">Rosa et al. (2015</xref>).</p>
			<p>No entanto, os resultados de grande parte da literatura citada também mostram que o número de habitantes não é o único fator determinante do nível de transparência dos entes municipais. Esses estudos citam fatores socioeconômicos, de desenvolvimento humano, renda <italic>per capita</italic>, filiação partidária e outros, para explicar a transparência municipal. A análise de indicadores de parte dos municípios avaliados que apresentam os melhores e piores índices de transparência, em cada região, corrobora as evidências de estudos anteriores, confirmando outros fatores explicativos da transparência nas cidades.</p>
			<p>A <xref ref-type="table" rid="t2">Tabela 2</xref> mostra os dados do Índice de Desenvolvimento Humano (IDHM), do Índice Firjan de Desenvolvimento Municipal (IFDM) e do produto Interno Bruto (PIB) <italic>per capita</italic>, divulgados pelo IBGE, de cada município mais populoso e com o mais baixo IGTA por região.</p>
			<p>
				<table-wrap id="t2">
					<label>Tabela 2</label>
					<caption>
						<title>Município mais populoso e com o menor IGTA por região</title>
					</caption>
					<table frame="hsides" rules="groups">
						<colgroup>
							<col/>
							<col/>
							<col/>
							<col/>
							<col/>
							<col/>
							<col/>
						</colgroup>
						<thead>
							<tr>
								<th align="center">RGI</th>
								<th align="center">MUNICÍPIO</th>
								<th align="center">POP.</th>
								<th align="center">IGTA</th>
								<th align="center">IDHM (2010)</th>
								<th align="center">IFDM (2016)</th>
								<th align="center">PIB PER CAPITA (R$) (2017)</th>
							</tr>
						</thead>
						<tbody>
							<tr>
								<td align="center" rowspan="2">BHZ</td>
								<td align="left">Belo Horizonte</td>
								<td align="center">2.501.576</td>
								<td align="center">96</td>
								<td align="center">0,810</td>
								<td align="center">0,8219</td>
								<td align="center">35.245,02</td>
							</tr>
							<tr>
								<td align="left">Santa Luzia</td>
								<td align="center">218.147</td>
								<td align="center">20</td>
								<td align="center">0,715</td>
								<td align="center">0,6917</td>
								<td align="center">12.879,33</td>
							</tr>
							<tr>
								<td align="center" rowspan="2">MOC</td>
								<td align="left">Montes Claros</td>
								<td align="center">404.804</td>
								<td align="center">66</td>
								<td align="center">0,770</td>
								<td align="center">0,7582</td>
								<td align="center">22.303,13</td>
							</tr>
							<tr>
								<td align="left">Matias Cardoso</td>
								<td align="center">11.050</td>
								<td align="center">14</td>
								<td align="center">0,584</td>
								<td align="center">0,6561</td>
								<td align="center">12.185,51</td>
							</tr>
							<tr>
								<td align="center" rowspan="2">TEO</td>
								<td align="left">Teófilo Otoni</td>
								<td align="center">140.235</td>
								<td align="center">19</td>
								<td align="center">0,701</td>
								<td align="center">0,7065</td>
								<td align="center">16.667,07</td>
							</tr>
							<tr>
								<td align="left">N. Oriente de Minas</td>
								<td align="center">10.731</td>
								<td align="center">4</td>
								<td align="center">0,555</td>
								<td align="center">0,5648</td>
								<td align="center">7.538,73</td>
							</tr>
							<tr>
								<td align="center" rowspan="2">GOV</td>
								<td align="left">Gov. Valadares</td>
								<td align="center">278.685</td>
								<td align="center">52</td>
								<td align="center">0,727</td>
								<td align="center">0,7931</td>
								<td align="center">20.957,24</td>
							</tr>
							<tr>
								<td align="left">Virginópolis</td>
								<td align="center">10.537</td>
								<td align="center">12</td>
								<td align="center">0,675</td>
								<td align="center">0,6176</td>
								<td align="center">12.967,44</td>
							</tr>
							<tr>
								<td align="center" rowspan="2">IPA</td>
								<td align="left">Ipatinga</td>
								<td align="center">261.344</td>
								<td align="center">38</td>
								<td align="center">0,771</td>
								<td align="center">0,7706</td>
								<td align="center">36.993,39</td>
							</tr>
							<tr>
								<td align="left">Bela Vista de Minas</td>
								<td align="center">10.248</td>
								<td align="center">23</td>
								<td align="center">0,674</td>
								<td align="center">0,7032</td>
								<td align="center">20.977,84</td>
							</tr>
							<tr>
								<td align="center" rowspan="2">JUF</td>
								<td align="left">Juiz de Fora</td>
								<td align="center">564.310</td>
								<td align="center">60</td>
								<td align="center">0,778</td>
								<td align="center">0,7954</td>
								<td align="center">28.355,07</td>
							</tr>
							<tr>
								<td align="left">Abre Campo</td>
								<td align="center">13.465</td>
								<td align="center">7</td>
								<td align="center">0,654</td>
								<td align="center">0,6414</td>
								<td align="center">13.453,99</td>
							</tr>
							<tr>
								<td align="center" rowspan="2">BAR</td>
								<td align="left">Barbacena</td>
								<td align="center">136.392</td>
								<td align="center">58</td>
								<td align="center">0,769</td>
								<td align="center">0,7516</td>
								<td align="center">19.631,86</td>
							</tr>
							<tr>
								<td align="left">Barroso</td>
								<td align="center">20.720</td>
								<td align="center">21</td>
								<td align="center">0,734</td>
								<td align="center">0,7184</td>
								<td align="center">18.446,04</td>
							</tr>
							<tr>
								<td align="center" rowspan="2">VAR</td>
								<td align="left">Varginha</td>
								<td align="center">134.477</td>
								<td align="center">71</td>
								<td align="center">0,778</td>
								<td align="center">0,8224</td>
								<td align="center">40.506,11</td>
							</tr>
							<tr>
								<td align="left">Areado</td>
								<td align="center">14.955</td>
								<td align="center">13</td>
								<td align="center">0,727</td>
								<td align="center">0,6488</td>
								<td align="center">15.116,55</td>
							</tr>
							<tr>
								<td align="center" rowspan="2">POA</td>
								<td align="left">Pouso Alegre</td>
								<td align="center">148.862</td>
								<td align="center">73</td>
								<td align="center">0,774</td>
								<td align="center">0,8274</td>
								<td align="center">50.211,91</td>
							</tr>
							<tr>
								<td align="left">Bueno Brandão</td>
								<td align="center">11.010</td>
								<td align="center">13</td>
								<td align="center">0,658</td>
								<td align="center">0,6237</td>
								<td align="center">12.266,35</td>
							</tr>
							<tr>
								<td align="center" rowspan="2">UBR</td>
								<td align="left">Uberaba</td>
								<td align="center">330.361</td>
								<td align="center">60</td>
								<td align="center">0,772</td>
								<td align="center">0,8194</td>
								<td align="center">40.066,32</td>
							</tr>
							<tr>
								<td align="left">Fronteira</td>
								<td align="center">17.701</td>
								<td align="center">9</td>
								<td align="center">0,684</td>
								<td align="center">0,6641</td>
								<td align="center">61.932,58</td>
							</tr>
							<tr>
								<td align="center" rowspan="2">UBL</td>
								<td align="left">Uberlândia</td>
								<td align="center">683.247</td>
								<td align="center">48</td>
								<td align="center">0,789</td>
								<td align="center">0,8306</td>
								<td align="center">50.548,78</td>
							</tr>
							<tr>
								<td align="left">Campina Verde</td>
								<td align="center">19.738</td>
								<td align="center">4</td>
								<td align="center">0,704</td>
								<td align="center">0,6888</td>
								<td align="center">25.328,11</td>
							</tr>
							<tr>
								<td align="center" rowspan="2">PAT</td>
								<td align="left">Patos de Minas</td>
								<td align="center">150.833</td>
								<td align="center">30</td>
								<td align="center">0,765</td>
								<td align="center">0,8586</td>
								<td align="center">29.020,34</td>
							</tr>
							<tr>
								<td align="left">Brasilândia de Minas</td>
								<td align="center">16.321</td>
								<td align="center">11</td>
								<td align="center">0,674</td>
								<td align="center">0,6739</td>
								<td align="center">13.612,32</td>
							</tr>
							<tr>
								<td align="center" rowspan="2">DIV</td>
								<td align="left">Divinópolis</td>
								<td align="center">235.977</td>
								<td align="center">30</td>
								<td align="center">0,764</td>
								<td align="center">0,7916</td>
								<td align="center">25.695,97</td>
							</tr>
							<tr>
								<td align="left">Dores do Indaiá</td>
								<td align="center">13.541</td>
								<td align="center">24</td>
								<td align="center">0,719</td>
								<td align="center">0,7239</td>
								<td align="center">15.236,95</td>
							</tr>
						</tbody>
					</table>
					<table-wrap-foot>
						<fn id="TFN2">
							<p>Fonte: Elaborada pelos autores com base em Federação das Indústrias do Estado do Rio de Janeiro (<xref ref-type="bibr" rid="B17">FIRJAN, 2018</xref>), <xref ref-type="bibr" rid="B26">IBGE (2018)</xref> e <xref ref-type="bibr" rid="B53">UNDP, IPEA e FJP (2020)</xref>.</p>
						</fn>
					</table-wrap-foot>
				</table-wrap>
			</p>
			<p>O IDHM brasileiro é composto pelos mesmos indicadores das três dimensões do IDH global: longevidade, educação e renda - 0,731 é o IDH do Estado de Minas Gerais. O IFDM avalia o desenvolvimento socioeconômico dos municípios brasileiros em três áreas: emprego e renda; educação; e saúde. Varia de 0 a 1 ponto em desenvolvimento moderado (0,6 a 0,8) e alto (0,8 a 1). Já o PIB <italic>per capita</italic>municipal mede o valor total dos bens e serviços finais produzido por habitante. Corresponde à contribuição média de cada residente no município ao valor agregado nos diferentes setores econômicos. Em 2018, o PIB <italic>per capita</italic> do Brasil foi de R$ 33.593,82 (<xref ref-type="bibr" rid="B26">IBGE, 2020</xref>).</p>
			<p>Os dados revelam que, nas 13 regiões geográficas, a cidade mais populosa também apresenta indicadores de desenvolvimento humano e IGTA expressivamente superiores ao do município menos transparente, o qual, por sua vez, apresenta indicadores bem mais baixos.</p>
			<p>Em nove regiões, o IGTA do município mais transparente corresponde a mais de quatro vezes ao do mais opaco. Em sete regiões, o valor do PIB <italic>per capita</italic> corresponde a mais que o dobro do município com IGTA mais baixo. Apenas na RGI de Uberaba, o município menos transparente (Fronteira) tem o PIB <italic>per capita</italic> superior ao do mais populoso. Em oito RGIs, os municípios menos transparentes possuem IDHM e IFDM entre os mais baixos do estado.</p>
			<p>Estes resultados, que associam índices socioeconômicos e de desenvolvimento humano mais altos a impactos positivos nos níveis de transparência municipal, reforçam os apresentados por <xref ref-type="bibr" rid="B1">Alcaide-Muñoz et al. (2016</xref>); <xref ref-type="bibr" rid="B6">Batista (2017</xref>); <xref ref-type="bibr" rid="B10">Comin, Ramos, Zucchi, Favretto e Fachi (2016</xref>); <xref ref-type="bibr" rid="B27">Jacques, Quintana e Macagnan (2013</xref>); <xref ref-type="bibr" rid="B31">Lowatcharin e Menifield (2015</xref>); <xref ref-type="bibr" rid="B46">Sell et al. (2018</xref>); <xref ref-type="bibr" rid="B47">Serrano-Cinca, Rueda-Tomás e Portillo-Tarragona (2009</xref>); <xref ref-type="bibr" rid="B48">Silva e Bruni (2019</xref>) e <xref ref-type="bibr" rid="B50">Tavares e Cruz (2020</xref>).</p>
			<p>O achado mais relevante desta pesquisa - que se contrapõe à tendência indicada pela literatura - é o nível elevado de transparência alcançado por alguns municípios de pequeno porte. Dos 35 municípios mais bem classificados no <italic>ranking</italic> (IGTA ≥ 60), 22 têm população inferior a 50 mil habitantes. A <xref ref-type="table" rid="t3">Tabela 3</xref> mostra os nove municípios mais transparentes dessa faixa populacional, com IGTA ≥ 70 pontos, sua posição no <italic>ranking</italic> geral e respectivos indicadores.</p>
			<p>
				<table-wrap id="t3">
					<label>Tabela 3</label>
					<caption>
						<title>municípios com menos de 50 mil habitantes e IGTA ≥ 70</title>
					</caption>
					<table frame="hsides" rules="groups">
						<colgroup>
							<col/>
							<col/>
							<col/>
							<col/>
							<col/>
							<col/>
							<col/>
							<col/>
						</colgroup>
						<thead>
							<tr>
								<th align="center">MUNICÍPIO</th>
								<th align="center">RGI</th>
								<th align="center">POS.</th>
								<th align="center">POP.</th>
								<th align="center">IGTA</th>
								<th align="center">IDHM (2010)</th>
								<th align="center">IFDM (2014)</th>
								<th align="center">PIB PER CAPITA (R$) (2017)</th>
							</tr>
						</thead>
						<tbody>
							<tr>
								<td align="left">Simonésia</td>
								<td align="center">JUF</td>
								<td align="center"> 2º</td>
								<td align="center">19.528</td>
								<td align="center">96</td>
								<td align="center">0,632</td>
								<td align="center">0,5815</td>
								<td align="center">9.696,43</td>
							</tr>
							<tr>
								<td align="left">Espera Feliz</td>
								<td align="center">JUF</td>
								<td align="center"> 3º</td>
								<td align="center">24.773</td>
								<td align="center">96</td>
								<td align="center">0,663</td>
								<td align="center">0,6615</td>
								<td align="center">15.947,82</td>
							</tr>
							<tr>
								<td align="left">Taiobeiras</td>
								<td align="center">MOC</td>
								<td align="center"> 4º</td>
								<td align="center">33.858</td>
								<td align="center">92</td>
								<td align="center">0,670</td>
								<td align="center">0,6982</td>
								<td align="center">12.995,29</td>
							</tr>
							<tr>
								<td align="left">Lajinha</td>
								<td align="center">JUF</td>
								<td align="center"> 5º</td>
								<td align="center">19.928</td>
								<td align="center">92</td>
								<td align="center">0,661</td>
								<td align="center">0,6868</td>
								<td align="center">15.429,37</td>
							</tr>
							<tr>
								<td align="left">Rio Piracicaba</td>
								<td align="center">IPA</td>
								<td align="center"> 7º</td>
								<td align="center">14.346</td>
								<td align="center">83</td>
								<td align="center">0,685</td>
								<td align="center">0,6557</td>
								<td align="center">34.935,30</td>
							</tr>
							<tr>
								<td align="left">S. Domingos do Prata</td>
								<td align="center">IPA</td>
								<td align="center"> 9º</td>
								<td align="center">17.393</td>
								<td align="center">80</td>
								<td align="center">0,690</td>
								<td align="center">0,6383</td>
								<td align="center">13.557,94</td>
							</tr>
							<tr>
								<td align="left">Resplendor</td>
								<td align="center">GOV</td>
								<td align="center">12º</td>
								<td align="center">17.398</td>
								<td align="center">77</td>
								<td align="center">0,670</td>
								<td align="center">0,6211</td>
								<td align="center">12.525,82</td>
							</tr>
							<tr>
								<td align="left">Extrema</td>
								<td align="center">POA</td>
								<td align="center">13º</td>
								<td align="center">35.474</td>
								<td align="center">76</td>
								<td align="center">0,732</td>
								<td align="center">0,8357</td>
								<td align="center">219.239,07</td>
							</tr>
							<tr>
								<td align="left">Caeté</td>
								<td align="center">BHZ</td>
								<td align="center">15º</td>
								<td align="center">44.377</td>
								<td align="center">72</td>
								<td align="center">0,728</td>
								<td align="center">0,6867</td>
								<td align="center">13.021,84</td>
							</tr>
						</tbody>
					</table>
					<table-wrap-foot>
						<fn id="TFN3">
							<p>Fonte: Elaborada pelos autores, com base em <xref ref-type="bibr" rid="B17">FIRJAN (2018)</xref>, <xref ref-type="bibr" rid="B26">IBGE (2018)</xref> e UNDP, IPEA e FJP (2020).</p>
						</fn>
					</table-wrap-foot>
				</table-wrap>
			</p>
			<p>À exceção dos municípios de Extrema, com o 2º maior PIB <italic>per capita</italic> do estado e IDHM e IFDM elevados, e de Rio Piracicaba, cujo PIB também é bem mais alto do que o dos demais municípios, todos os outros apresentam baixos indicadores socioeconômicos e de desenvolvimento humano. O IGTA desses municípios supera o de outros 38 da amostra cuja população é superior a 50 mil habitantes; dentre eles, 18 com mais de 100 mil pessoas.</p>
		</sec>
		<sec sec-type="conclusions">
			<title>CONSIDERAÇÕES FINAIS</title>
			<p>De forma geral, os resultados revelam níveis muito baixos de transparência ativa dos municípios mineiros, com média geral ponderada pela população de 58,9. A amplitude de 92% das notas do IGTA suscita questionamentos sobre outros fatores determinantes da transparência no âmbito municipal, tais como filiação partidária, efeito vizinhança, associativismo, capacidade burocrática e outros, apontados por outras pesquisas, como a realizada por <xref ref-type="bibr" rid="B6">Batista (2017</xref>).</p>
			<p>Uma das limitações desta pesquisa é a avaliação restrita à transparência ativa. Nessa modalidade de transparência, informações e dados abertos podem ser selecionados e “higienizados” pela mediação de gestores públicos, como observam <xref ref-type="bibr" rid="B35">Michener et al. (2018</xref>, p. 611).</p>
			<p>Investigação em municípios gaúchos, feita por Santos e Visentini (2018), também conclui que dados disponibilizados em transparência ativa passam por um filtro administrativo, comprometendo a efetividade da LAI. Neste caso, sugerem-se estudos para avaliação da transparência passiva, principalmente em pequenos municípios, ainda escassos na literatura sobre transparência.</p>
			<p>Embora importante, a situação socioeconômica não é o único fator a ser levado em conta para análise da transparência em âmbito municipal. A metodologia empregada nesta pesquisa não permite deduzir as variáveis explicativas ou determinantes que impactariam no IGTA de todos os municípios avaliados, ainda que os indicadores socioeconômicos e de desenvolvimento humano das administrações mais e menos transparentes apontem para essa relação de causalidade. Sugere-se também a realização de estudos com esse enfoque.</p>
			<p>Transparência pública, para além de disponibilização e acesso às informações, compreende divulgá-las de forma completa, relevante, confiável, pertinente e oportuna (<xref ref-type="bibr" rid="B23">Grau, 2005</xref>). Este é outro campo promissor para pesquisas qualitativas, cujo cerne está na investigação de adequação de linguagem, organização e atualização de informações, que impactam a transparência.</p>
			<p>O principal achado desta pesquisa levanta questões de grande relevância. Quais os fatores explicativos da transparência elevada de 22 municípios com população inferior a 50 mil habitantes, que alcançam IGTA superior a 60 pontos? Estudos qualitativos, baseados em entrevistas com gestores e servidores das áreas de gestão e tecnologia da informação e comunicação, tornam-se essenciais para investigar as causas da performance positiva dos níveis de transparência nesses pequenos municípios.</p>
			<p>Por que cidades com estrutura administrativa mais precária e recursos humanos e financeiros escassos apresentam bons índices de transparência? Qual o papel de gestores públicos na obtenção desses resultados? Compreender melhor esse fenômeno é fundamental para maior fiscalização da sociedade civil organizada e de órgãos de controle, que resultaria no incremento da transparência pública em âmbito local. Estas investigações ainda são raras na literatura acadêmica.</p>
			<p>Espera-se que os resultados desta pesquisa subsidiem políticas e ações de gestores municipais voltadas a abertura de informações e promoção da transparência pública, tanto na gestão de informação quanto na adequação de portais oficiais às exigências legais.</p>
		</sec>
	</body>
	<back>
		<ack>
			<title>AGRADECIMENTOS</title>
			<p>Esta pesquisa foi realizada com apoio da Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)- Código de Financiamento 001.</p>
		</ack>
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						<label>Tabela A</label>
						<caption>
							<title>Ranking geral do IGTA de municípios amostrados</title>
						</caption>
						<table frame="hsides" rules="groups">
							<colgroup>
								<col span="2"/>
								<col/>
								<col/>
								<col/>
							</colgroup>
							<thead>
								<tr>
									<th align="center" colspan="2">MUNICÍPIO </th>
									<th align="center">RGI</th>
									<th align="center">POP.</th>
									<th align="center">IGTA</th>
								</tr>
							</thead>
							<tbody>
								<tr>
									<td align="center">1</td>
									<td align="left">Belo Horizonte</td>
									<td align="center">BHZ</td>
									<td align="center">2.501.576</td>
									<td align="center">96</td>
								</tr>
								<tr>
									<td align="center">2</td>
									<td align="left">Simonésia</td>
									<td align="center">JUF</td>
									<td align="center">19.528</td>
									<td align="center">96</td>
								</tr>
								<tr>
									<td align="center">3</td>
									<td align="left">Espera Feliz</td>
									<td align="center">JUF</td>
									<td align="center">24.773</td>
									<td align="center">96</td>
								</tr>
								<tr>
									<td align="center">4</td>
									<td align="left">Taiobeiras</td>
									<td align="center">MOC</td>
									<td align="center">33.858</td>
									<td align="center">92</td>
								</tr>
								<tr>
									<td align="center">5</td>
									<td align="left">Lajinha</td>
									<td align="center">JUF</td>
									<td align="center">19.928</td>
									<td align="center">92</td>
								</tr>
								<tr>
									<td align="center">6</td>
									<td align="left">Contagem</td>
									<td align="center">BHZ</td>
									<td align="center">659.070</td>
									<td align="center">84</td>
								</tr>
								<tr>
									<td align="center">7</td>
									<td align="left">Rio Piracicaba</td>
									<td align="center">IPA</td>
									<td align="center">14.346</td>
									<td align="center">83</td>
								</tr>
								<tr>
									<td align="center">8</td>
									<td align="left">Sete Lagoas</td>
									<td align="center">BHZ</td>
									<td align="center">237.286</td>
									<td align="center">80</td>
								</tr>
								<tr>
									<td align="center">9</td>
									<td align="left">São Domingos do Prata</td>
									<td align="center">IPA</td>
									<td align="center">17.393</td>
									<td align="center">80</td>
								</tr>
								<tr>
									<td align="center">10</td>
									<td align="left">João Monlevade</td>
									<td align="center">IPA</td>
									<td align="center">79.387</td>
									<td align="center">79</td>
								</tr>
								<tr>
									<td align="center">11</td>
									<td align="left">Três Corações</td>
									<td align="center">VAR</td>
									<td align="center">78.913</td>
									<td align="center">79</td>
								</tr>
								<tr>
									<td align="center">12</td>
									<td align="left">Resplendor</td>
									<td align="center">GOV</td>
									<td align="center">17.398</td>
									<td align="center">77</td>
								</tr>
								<tr>
									<td align="center">13</td>
									<td align="left">Extrema</td>
									<td align="center">POA</td>
									<td align="center">35.474</td>
									<td align="center">76</td>
								</tr>
								<tr>
									<td align="center">14</td>
									<td align="left">Pouso Alegre</td>
									<td align="center">POA</td>
									<td align="center">148.862</td>
									<td align="center">73</td>
								</tr>
								<tr>
									<td align="center">15</td>
									<td align="left">Caeté</td>
									<td align="center">BHZ</td>
									<td align="center">44.377</td>
									<td align="center">72</td>
								</tr>
								<tr>
									<td align="center">16</td>
									<td align="left">Itabirito</td>
									<td align="center">BHZ</td>
									<td align="center">51.281</td>
									<td align="center">72</td>
								</tr>
								<tr>
									<td align="center">17</td>
									<td align="left">Varginha</td>
									<td align="center">VAR</td>
									<td align="center">134.477</td>
									<td align="center">71</td>
								</tr>
								<tr>
									<td align="center">18</td>
									<td align="left">Alfenas</td>
									<td align="center">VAR</td>
									<td align="center">79.481</td>
									<td align="center">70</td>
								</tr>
								<tr>
									<td align="center">19</td>
									<td align="left">Araçuaí</td>
									<td align="center">TEO</td>
									<td align="center">36.705</td>
									<td align="center">69</td>
								</tr>
								<tr>
									<td align="center">20</td>
									<td align="left">Machado</td>
									<td align="center">VAR</td>
									<td align="center">41.844</td>
									<td align="center">69</td>
								</tr>
								<tr>
									<td align="center">21</td>
									<td align="left">Monte S. de Minas</td>
									<td align="center">VAR</td>
									<td align="center">21.534</td>
									<td align="center">68</td>
								</tr>
								<tr>
									<td align="center">22</td>
									<td align="left">Ipaba</td>
									<td align="center">IPA</td>
									<td align="center">18.438</td>
									<td align="center">67</td>
								</tr>
								<tr>
									<td align="center">23</td>
									<td align="left">Belo Oriente</td>
									<td align="center">IPA</td>
									<td align="center">26.396</td>
									<td align="center">67</td>
								</tr>
								<tr>
									<td align="center">24</td>
									<td align="left">Montes Claros</td>
									<td align="center">MOC</td>
									<td align="center">404.804</td>
									<td align="center">66</td>
								</tr>
								<tr>
									<td align="center">25</td>
									<td align="left">Brumadinho</td>
									<td align="center">BHZ</td>
									<td align="center">39.520</td>
									<td align="center">65</td>
								</tr>
								<tr>
									<td align="center">26</td>
									<td align="left">São Romão</td>
									<td align="center">MOC</td>
									<td align="center">12.139</td>
									<td align="center">64</td>
								</tr>
								<tr>
									<td align="center">27</td>
									<td align="left">Ervália</td>
									<td align="center">JUF</td>
									<td align="center">18.829</td>
									<td align="center">64</td>
								</tr>
								<tr>
									<td align="center">28</td>
									<td align="left">Jaboticatubas</td>
									<td align="center">BHZ</td>
									<td align="center">19.858</td>
									<td align="center">63</td>
								</tr>
								<tr>
									<td align="center">29</td>
									<td align="left">Carmo de Minas</td>
									<td align="center">POA</td>
									<td align="center">14.769</td>
									<td align="center">63</td>
								</tr>
								<tr>
									<td align="center">30</td>
									<td align="left">Rio Pomba</td>
									<td align="center">JUF</td>
									<td align="center">17.858</td>
									<td align="center">62</td>
								</tr>
								<tr>
									<td align="center">31</td>
									<td align="left">Bocaiúva</td>
									<td align="center">MOC</td>
									<td align="center">49.942</td>
									<td align="center">61</td>
								</tr>
								<tr>
									<td align="center">32</td>
									<td align="left">Vespasiano</td>
									<td align="center">BHZ</td>
									<td align="center">125.376</td>
									<td align="center">61</td>
								</tr>
								<tr>
									<td align="center">33</td>
									<td align="left">Uberaba</td>
									<td align="center">UBR</td>
									<td align="center">330.361</td>
									<td align="center">60</td>
								</tr>
								<tr>
									<td align="center">34</td>
									<td align="left">Sabinópolis</td>
									<td align="center">GOV</td>
									<td align="center">15.525</td>
									<td align="center">60</td>
								</tr>
								<tr>
									<td align="center">35</td>
									<td align="left">Juiz de Fora</td>
									<td align="center">JUF</td>
									<td align="center">564.310</td>
									<td align="center">60</td>
								</tr>
								<tr>
									<td align="center">36</td>
									<td align="left">São Lourenço</td>
									<td align="center">POA</td>
									<td align="center">45.488</td>
									<td align="center">59</td>
								</tr>
								<tr>
									<td align="center">37</td>
									<td align="left">Barbacena</td>
									<td align="center">BAR</td>
									<td align="center">136.392</td>
									<td align="center">58</td>
								</tr>
								<tr>
									<td align="center">38</td>
									<td align="left">Jacutinga</td>
									<td align="center">POA</td>
									<td align="center">25.684</td>
									<td align="center">57</td>
								</tr>
								<tr>
									<td align="center">39</td>
									<td align="left">Itamarandiba</td>
									<td align="center">TEO</td>
									<td align="center">34.527</td>
									<td align="center">56</td>
								</tr>
								<tr>
									<td align="center">40</td>
									<td align="left">São João del-Rei</td>
									<td align="center">BAR</td>
									<td align="center">89.653</td>
									<td align="center">55</td>
								</tr>
								<tr>
									<td align="center">41</td>
									<td align="left">Caratinga</td>
									<td align="center">IPA</td>
									<td align="center">91.503</td>
									<td align="center">55</td>
								</tr>
								<tr>
									<td align="center">42</td>
									<td align="left">Conceição dos Ouros</td>
									<td align="center">POA</td>
									<td align="center">11.525</td>
									<td align="center">54</td>
								</tr>
								<tr>
									<td align="center">43</td>
									<td align="left">Ouro Preto</td>
									<td align="center">BHZ</td>
									<td align="center">73.994</td>
									<td align="center">54</td>
								</tr>
								<tr>
									<td align="center">44</td>
									<td align="left">Guanhães</td>
									<td align="center">GOV</td>
									<td align="center">34.057</td>
									<td align="center">53</td>
								</tr>
								<tr>
									<td align="center">45</td>
									<td align="left">Capitão Enéas</td>
									<td align="center">MOC</td>
									<td align="center">15.153</td>
									<td align="center">53</td>
								</tr>
								<tr>
									<td align="center">46</td>
									<td align="left">S. Antônio do Jacinto</td>
									<td align="center">TEO</td>
									<td align="center">11.677</td>
									<td align="center">53</td>
								</tr>
								<tr>
									<td align="center">47</td>
									<td align="left">Felixlândia</td>
									<td align="center">BHZ</td>
									<td align="center">15.235</td>
									<td align="center">53</td>
								</tr>
								<tr>
									<td align="center">48</td>
									<td align="left">Nova Serrana</td>
									<td align="center">DIV</td>
									<td align="center">99.770</td>
									<td align="center">53</td>
								</tr>
								<tr>
									<td align="center">49</td>
									<td align="left">Gov. Valadares</td>
									<td align="center">GOV</td>
									<td align="center">278.685</td>
									<td align="center">52</td>
								</tr>
								<tr>
									<td align="center">50</td>
									<td align="left">São João do Paraíso</td>
									<td align="center">MOC</td>
									<td align="center">23.524</td>
									<td align="center">51</td>
								</tr>
								<tr>
									<td align="center">51</td>
									<td align="left">Jequitinhonha</td>
									<td align="center">TEO</td>
									<td align="center">25.305</td>
									<td align="center">51</td>
								</tr>
								<tr>
									<td align="center">52</td>
									<td align="left">Pará de Minas</td>
									<td align="center">DIV</td>
									<td align="center">93.101</td>
									<td align="center">51</td>
								</tr>
								<tr>
									<td align="center">53</td>
									<td align="left">Entre Rios de Minas</td>
									<td align="center">BAR</td>
									<td align="center">15.214</td>
									<td align="center">51</td>
								</tr>
								<tr>
									<td align="center">54</td>
									<td align="left">Perdizes</td>
									<td align="center">UBR</td>
									<td align="center">16.009</td>
									<td align="center">51</td>
								</tr>
								<tr>
									<td align="center">55</td>
									<td align="left">Carmo do Rio Claro</td>
									<td align="center">VAR</td>
									<td align="center">21.180</td>
									<td align="center">50</td>
								</tr>
								<tr>
									<td align="center">56</td>
									<td align="left">Ribeirão das Neves</td>
									<td align="center">BHZ</td>
									<td align="center">331.045</td>
									<td align="center">49</td>
								</tr>
								<tr>
									<td align="center">57</td>
									<td align="left">Pirapora</td>
									<td align="center">MOC</td>
									<td align="center">56.208</td>
									<td align="center">49</td>
								</tr>
								<tr>
									<td align="center">58</td>
									<td align="left">Nova Resende</td>
									<td align="center">VAR</td>
									<td align="center">16.610</td>
									<td align="center">48</td>
								</tr>
								<tr>
									<td align="center">59</td>
									<td align="left">Conceição da Aparecida</td>
									<td align="center">VAR</td>
									<td align="center">10.261</td>
									<td align="center">48</td>
								</tr>
								<tr>
									<td align="center">60</td>
									<td align="left">Turmalina</td>
									<td align="center">TEO</td>
									<td align="center">19.797</td>
									<td align="center">48</td>
								</tr>
								<tr>
									<td align="center">61</td>
									<td align="left">Uberlândia</td>
									<td align="center">UBL</td>
									<td align="center">683.247</td>
									<td align="center">48</td>
								</tr>
								<tr>
									<td align="center">62</td>
									<td align="left">Icaraí de Minas</td>
									<td align="center">MOC</td>
									<td align="center">11.879</td>
									<td align="center">48</td>
								</tr>
								<tr>
									<td align="center">63</td>
									<td align="left">Lima Duarte</td>
									<td align="center">JUF</td>
									<td align="center">16.671</td>
									<td align="center">47</td>
								</tr>
								<tr>
									<td align="center">64</td>
									<td align="left">Virgem da Lapa</td>
									<td align="center">TEO</td>
									<td align="center">13.764</td>
									<td align="center">47</td>
								</tr>
								<tr>
									<td align="center">65</td>
									<td align="left">S. G. do Sapucaí</td>
									<td align="center">VAR</td>
									<td align="center">25.332</td>
									<td align="center">47</td>
								</tr>
								<tr>
									<td align="center">66</td>
									<td align="left">Frutal</td>
									<td align="center">UBR</td>
									<td align="center">58.962</td>
									<td align="center">47</td>
								</tr>
								<tr>
									<td align="center">67</td>
									<td align="left">Água Boa</td>
									<td align="center">TEO</td>
									<td align="center">13.600</td>
									<td align="center">47</td>
								</tr>
								<tr>
									<td align="center">68</td>
									<td align="left">São Tiago</td>
									<td align="center">BAR</td>
									<td align="center">10.922</td>
									<td align="center">47</td>
								</tr>
								<tr>
									<td align="center">69</td>
									<td align="left">Ubá</td>
									<td align="center">JUF</td>
									<td align="center">114.265</td>
									<td align="center">46</td>
								</tr>
								<tr>
									<td align="center">70</td>
									<td align="left">Matozinhos</td>
									<td align="center">BHZ</td>
									<td align="center">37.473</td>
									<td align="center">45</td>
								</tr>
								<tr>
									<td align="center">71</td>
									<td align="left">Bom Jesus do Galho</td>
									<td align="center">IPA</td>
									<td align="center">15.010</td>
									<td align="center">45</td>
								</tr>
								<tr>
									<td align="center">72</td>
									<td align="left">S. G. do Rio Abaixo</td>
									<td align="center">IPA</td>
									<td align="center">10.818</td>
									<td align="center">45</td>
								</tr>
								<tr>
									<td align="center">73</td>
									<td align="left">Leopoldina</td>
									<td align="center">JUF</td>
									<td align="center">52.532</td>
									<td align="center">45</td>
								</tr>
								<tr>
									<td align="center">74</td>
									<td align="left">Nepomuceno</td>
									<td align="center">VAR</td>
									<td align="center">26.709</td>
									<td align="center">45</td>
								</tr>
								<tr>
									<td align="center">75</td>
									<td align="left">Muriaé</td>
									<td align="center">JUF</td>
									<td align="center">108.113</td>
									<td align="center">44</td>
								</tr>
								<tr>
									<td align="center">76</td>
									<td align="left">Três Pontas</td>
									<td align="center">VAR</td>
									<td align="center">56.546</td>
									<td align="center">44</td>
								</tr>
								<tr>
									<td align="center">77</td>
									<td align="left">Cabo Verde</td>
									<td align="center">VAR</td>
									<td align="center">14.075</td>
									<td align="center">44</td>
								</tr>
								<tr>
									<td align="center">78</td>
									<td align="left">S. João Nepomuceno</td>
									<td align="center">JUF</td>
									<td align="center">26.272</td>
									<td align="center">44</td>
								</tr>
								<tr>
									<td align="center">79</td>
									<td align="left">Pedras Maria da Cruz</td>
									<td align="center">MOC</td>
									<td align="center">11.453</td>
									<td align="center">44</td>
								</tr>
								<tr>
									<td align="center">80</td>
									<td align="left">Porto Firme</td>
									<td align="center">JUF</td>
									<td align="center">11.208</td>
									<td align="center">44</td>
								</tr>
								<tr>
									<td align="center">81</td>
									<td align="left">Paraopeba</td>
									<td align="center">BHZ</td>
									<td align="center">24.375</td>
									<td align="center">44</td>
								</tr>
								<tr>
									<td align="center">82</td>
									<td align="left">Diamantina</td>
									<td align="center">TEO</td>
									<td align="center">47.617</td>
									<td align="center">43</td>
								</tr>
								<tr>
									<td align="center">83</td>
									<td align="left">Poço Fundo</td>
									<td align="center">VAR</td>
									<td align="center">16.734</td>
									<td align="center">43</td>
								</tr>
								<tr>
									<td align="center">84</td>
									<td align="left">Campos Gerais</td>
									<td align="center">VAR</td>
									<td align="center">28.703</td>
									<td align="center">43</td>
								</tr>
								<tr>
									<td align="center">85</td>
									<td align="left">Brazópolis</td>
									<td align="center">POA</td>
									<td align="center">14.508</td>
									<td align="center">42</td>
								</tr>
								<tr>
									<td align="center">86</td>
									<td align="left">Arceburgo</td>
									<td align="center">VAR</td>
									<td align="center">10.657</td>
									<td align="center">42</td>
								</tr>
								<tr>
									<td align="center">87</td>
									<td align="left">Grão Mogol</td>
									<td align="center">MOC</td>
									<td align="center">15.779</td>
									<td align="center">42</td>
								</tr>
								<tr>
									<td align="center">88</td>
									<td align="left">Manhuaçu</td>
									<td align="center">JUF</td>
									<td align="center">89.256</td>
									<td align="center">42</td>
								</tr>
								<tr>
									<td align="center">89</td>
									<td align="left">Pompéu</td>
									<td align="center">DIV</td>
									<td align="center">31.583</td>
									<td align="center">40</td>
								</tr>
								<tr>
									<td align="center">90</td>
									<td align="left">Ouro Branco</td>
									<td align="center">BAR</td>
									<td align="center">39.121</td>
									<td align="center">40</td>
								</tr>
								<tr>
									<td align="center">91</td>
									<td align="left">Arinos</td>
									<td align="center">PAT</td>
									<td align="center">17.888</td>
									<td align="center">40</td>
								</tr>
								<tr>
									<td align="center">92</td>
									<td align="left">Malacacheta</td>
									<td align="center">TEO</td>
									<td align="center">18.700</td>
									<td align="center">40</td>
								</tr>
								<tr>
									<td align="center">93</td>
									<td align="left">Piranga</td>
									<td align="center">BAR</td>
									<td align="center">17.618</td>
									<td align="center">40</td>
								</tr>
								<tr>
									<td align="center">94</td>
									<td align="left">S. J. do Manhuaçu</td>
									<td align="center">JUF</td>
									<td align="center">11.440</td>
									<td align="center">40</td>
								</tr>
								<tr>
									<td align="center">95</td>
									<td align="left">Rio Acima</td>
									<td align="center">BHZ</td>
									<td align="center">10.203</td>
									<td align="center">39</td>
								</tr>
								<tr>
									<td align="center">96</td>
									<td align="left">Eugenópolis</td>
									<td align="center">JUF</td>
									<td align="center">11.218</td>
									<td align="center">39</td>
								</tr>
								<tr>
									<td align="center">97</td>
									<td align="left">Bom Despacho</td>
									<td align="center">DIV</td>
									<td align="center">50.166</td>
									<td align="center">39</td>
								</tr>
								<tr>
									<td align="center">98</td>
									<td align="left">Pedralva</td>
									<td align="center">POA</td>
									<td align="center">11.246</td>
									<td align="center">39</td>
								</tr>
								<tr>
									<td align="center">99</td>
									<td align="left">Aimorés</td>
									<td align="center">GOV</td>
									<td align="center">25.193</td>
									<td align="center">39</td>
								</tr>
								<tr>
									<td align="center">100</td>
									<td align="left">Jequeri</td>
									<td align="center">JUF</td>
									<td align="center">12.460</td>
									<td align="center">39</td>
								</tr>
								<tr>
									<td align="center">101</td>
									<td align="left">Piraúba</td>
									<td align="center">JUF</td>
									<td align="center">10.816</td>
									<td align="center">38</td>
								</tr>
								<tr>
									<td align="center">102</td>
									<td align="left">Itanhomi</td>
									<td align="center">GOV</td>
									<td align="center">12.212</td>
									<td align="center">38</td>
								</tr>
								<tr>
									<td align="center">103</td>
									<td align="left">Chapada do Norte</td>
									<td align="center">TEO</td>
									<td align="center">15.368</td>
									<td align="center">38</td>
								</tr>
								<tr>
									<td align="center">104</td>
									<td align="left">Ipatinga</td>
									<td align="center">IPA</td>
									<td align="center">261.344</td>
									<td align="center">38</td>
								</tr>
								<tr>
									<td align="center">105</td>
									<td align="left">Engenheiro Caldas</td>
									<td align="center">GOV</td>
									<td align="center">11.064</td>
									<td align="center">38</td>
								</tr>
								<tr>
									<td align="center">106</td>
									<td align="left">São Francisco</td>
									<td align="center">MOC</td>
									<td align="center">56.163</td>
									<td align="center">38</td>
								</tr>
								<tr>
									<td align="center">107</td>
									<td align="left">Lagoa Santa</td>
									<td align="center">BHZ</td>
									<td align="center">63.359</td>
									<td align="center">37</td>
								</tr>
								<tr>
									<td align="center">108</td>
									<td align="left">João Pinheiro</td>
									<td align="center">PAT</td>
									<td align="center">48.561</td>
									<td align="center">37</td>
								</tr>
								<tr>
									<td align="center">109</td>
									<td align="left">Muzambinho</td>
									<td align="center">VAR</td>
									<td align="center">20.594</td>
									<td align="center">37</td>
								</tr>
								<tr>
									<td align="center">110</td>
									<td align="left">Guaraciaba</td>
									<td align="center">JUF</td>
									<td align="center">10.333</td>
									<td align="center">36</td>
								</tr>
								<tr>
									<td align="center">111</td>
									<td align="left">Juruaia</td>
									<td align="center">VAR</td>
									<td align="center">10.441</td>
									<td align="center">36</td>
								</tr>
								<tr>
									<td align="center">112</td>
									<td align="left">Pitangui</td>
									<td align="center">DIV</td>
									<td align="center">27.755</td>
									<td align="center">36</td>
								</tr>
								<tr>
									<td align="center">113</td>
									<td align="left">Carmo da Cachoeira</td>
									<td align="center">VAR</td>
									<td align="center">12.158</td>
									<td align="center">36</td>
								</tr>
								<tr>
									<td align="center">114</td>
									<td align="left">Centralina</td>
									<td align="center">UBL</td>
									<td align="center">10.425</td>
									<td align="center">35</td>
								</tr>
								<tr>
									<td align="center">115</td>
									<td align="left">Juatuba</td>
									<td align="center">BHZ</td>
									<td align="center">26.484</td>
									<td align="center">35</td>
								</tr>
								<tr>
									<td align="center">116</td>
									<td align="left">Carmo da Mata</td>
									<td align="center">DIV</td>
									<td align="center">11.439</td>
									<td align="center">35</td>
								</tr>
								<tr>
									<td align="center">117</td>
									<td align="left">Cruzília</td>
									<td align="center">POA</td>
									<td align="center">15.358</td>
									<td align="center">34</td>
								</tr>
								<tr>
									<td align="center">118</td>
									<td align="left">Ilicínea</td>
									<td align="center">VAR</td>
									<td align="center">12.303</td>
									<td align="center">34</td>
								</tr>
								<tr>
									<td align="center">119</td>
									<td align="left">Raposos</td>
									<td align="center">BHZ</td>
									<td align="center">16.277</td>
									<td align="center">34</td>
								</tr>
								<tr>
									<td align="center">120</td>
									<td align="left">S. Maria de Itabira</td>
									<td align="center">BHZ</td>
									<td align="center">10.836</td>
									<td align="center">34</td>
								</tr>
								<tr>
									<td align="center">121</td>
									<td align="left">Divisópolis</td>
									<td align="center">TEO</td>
									<td align="center">10.820</td>
									<td align="center">34</td>
								</tr>
								<tr>
									<td align="center">122</td>
									<td align="left">Borda da Mata</td>
									<td align="center">POA</td>
									<td align="center">19.202</td>
									<td align="center">34</td>
								</tr>
								<tr>
									<td align="center">123</td>
									<td align="left">Carmópolis de Minas</td>
									<td align="center">DIV</td>
									<td align="center">19.144</td>
									<td align="center">34</td>
								</tr>
								<tr>
									<td align="center">124</td>
									<td align="left">Caetanópolis</td>
									<td align="center">BHZ</td>
									<td align="center">11.495</td>
									<td align="center">33</td>
								</tr>
								<tr>
									<td align="center">125</td>
									<td align="left">Manga</td>
									<td align="center">MOC</td>
									<td align="center">18.594</td>
									<td align="center">33</td>
								</tr>
								<tr>
									<td align="center">126</td>
									<td align="left">Bonito de Minas</td>
									<td align="center">MOC</td>
									<td align="center">11.088</td>
									<td align="center">33</td>
								</tr>
								<tr>
									<td align="center">127</td>
									<td align="left">Salinas</td>
									<td align="center">MOC</td>
									<td align="center">41.349</td>
									<td align="center">32</td>
								</tr>
								<tr>
									<td align="center">128</td>
									<td align="left">Congonhal</td>
									<td align="center">POA</td>
									<td align="center">11.813</td>
									<td align="center">32</td>
								</tr>
								<tr>
									<td align="center">129</td>
									<td align="left">São João da Ponte</td>
									<td align="center">MOC</td>
									<td align="center">25.235</td>
									<td align="center">32</td>
								</tr>
								<tr>
									<td align="center">130</td>
									<td align="left">Itinga</td>
									<td align="center">TEO</td>
									<td align="center">14.956</td>
									<td align="center">31</td>
								</tr>
								<tr>
									<td align="center">131</td>
									<td align="left">Igaratinga</td>
									<td align="center">DIV</td>
									<td align="center">10.709</td>
									<td align="center">31</td>
								</tr>
								<tr>
									<td align="center">132</td>
									<td align="left">Gouveia</td>
									<td align="center">TEO</td>
									<td align="center">11.833</td>
									<td align="center">31</td>
								</tr>
								<tr>
									<td align="center">133</td>
									<td align="left">Caxambu</td>
									<td align="center">POA</td>
									<td align="center">21.703</td>
									<td align="center">31</td>
								</tr>
								<tr>
									<td align="center">134</td>
									<td align="left">Mateus Leme</td>
									<td align="center">BHZ</td>
									<td align="center">30.798</td>
									<td align="center">30</td>
								</tr>
								<tr>
									<td align="center">135</td>
									<td align="left">Divinópolis</td>
									<td align="center">DIV</td>
									<td align="center">235.977</td>
									<td align="center">30</td>
								</tr>
								<tr>
									<td align="center">136</td>
									<td align="left">Patos de Minas</td>
									<td align="center">PAT</td>
									<td align="center">150.833</td>
									<td align="center">30</td>
								</tr>
								<tr>
									<td align="center">137</td>
									<td align="left">Paraisópolis</td>
									<td align="center">POA</td>
									<td align="center">20.940</td>
									<td align="center">30</td>
								</tr>
								<tr>
									<td align="center">138</td>
									<td align="left">Itamonte</td>
									<td align="center">POA</td>
									<td align="center">15.440</td>
									<td align="center">30</td>
								</tr>
								<tr>
									<td align="center">139</td>
									<td align="left">Camanducaia</td>
									<td align="center">POA</td>
									<td align="center">21.738</td>
									<td align="center">30</td>
								</tr>
								<tr>
									<td align="center">140</td>
									<td align="left">Matipó</td>
									<td align="center">JUF</td>
									<td align="center">18.808</td>
									<td align="center">30</td>
								</tr>
								<tr>
									<td align="center">141</td>
									<td align="left">Alto Rio Doce</td>
									<td align="center">BAR</td>
									<td align="center">11.146</td>
									<td align="center">29</td>
								</tr>
								<tr>
									<td align="center">142</td>
									<td align="left">Itatiaiuçu</td>
									<td align="center">DIV</td>
									<td align="center">11.037</td>
									<td align="center">29</td>
								</tr>
								<tr>
									<td align="center">143</td>
									<td align="left">Luz</td>
									<td align="center">DIV</td>
									<td align="center">18.172</td>
									<td align="center">29</td>
								</tr>
								<tr>
									<td align="center">144</td>
									<td align="left">Carmo do Cajuru</td>
									<td align="center">DIV</td>
									<td align="center">22.257</td>
									<td align="center">29</td>
								</tr>
								<tr>
									<td align="center">145</td>
									<td align="left">São Gonçalo do Pará</td>
									<td align="center">DIV</td>
									<td align="center">12.218</td>
									<td align="center">29</td>
								</tr>
								<tr>
									<td align="center">146</td>
									<td align="left">Campanha</td>
									<td align="center">VAR</td>
									<td align="center">16.565</td>
									<td align="center">29</td>
								</tr>
								<tr>
									<td align="center">147</td>
									<td align="left">Serra do Salitre</td>
									<td align="center">PAT</td>
									<td align="center">11.493</td>
									<td align="center">29</td>
								</tr>
								<tr>
									<td align="center">148</td>
									<td align="left">Varzelândia</td>
									<td align="center">MOC</td>
									<td align="center">19.335</td>
									<td align="center">28</td>
								</tr>
								<tr>
									<td align="center">149</td>
									<td align="left">Francisco Sá</td>
									<td align="center">MOC</td>
									<td align="center">26.181</td>
									<td align="center">28</td>
								</tr>
								<tr>
									<td align="center">150</td>
									<td align="left">Coração de Jesus</td>
									<td align="center">MOC</td>
									<td align="center">26.592</td>
									<td align="center">28</td>
								</tr>
								<tr>
									<td align="center">151</td>
									<td align="left">Mutum</td>
									<td align="center">JUF</td>
									<td align="center">26.997</td>
									<td align="center">28</td>
								</tr>
								<tr>
									<td align="center">152</td>
									<td align="left">Capelinha</td>
									<td align="center">TEO</td>
									<td align="center">37.856</td>
									<td align="center">27</td>
								</tr>
								<tr>
									<td align="center">153</td>
									<td align="left">Alterosa</td>
									<td align="center">VAR</td>
									<td align="center">14.414</td>
									<td align="center">27</td>
								</tr>
								<tr>
									<td align="center">154</td>
									<td align="left">Planura</td>
									<td align="center">UBR</td>
									<td align="center">11.968</td>
									<td align="center">27</td>
								</tr>
								<tr>
									<td align="center">155</td>
									<td align="left">Coromandel</td>
									<td align="center">PAT</td>
									<td align="center">27.982</td>
									<td align="center">27</td>
								</tr>
								<tr>
									<td align="center">156</td>
									<td align="left">Campos Altos</td>
									<td align="center">UBR</td>
									<td align="center">15.356</td>
									<td align="center">27</td>
								</tr>
								<tr>
									<td align="center">157</td>
									<td align="left">Monte Carmelo</td>
									<td align="center">UBL</td>
									<td align="center">47.682</td>
									<td align="center">26</td>
								</tr>
								<tr>
									<td align="center">158</td>
									<td align="left">Urucânia</td>
									<td align="center">JUF</td>
									<td align="center">10.371</td>
									<td align="center">26</td>
								</tr>
								<tr>
									<td align="center">159</td>
									<td align="left">Medina</td>
									<td align="center">TEO</td>
									<td align="center">20.882</td>
									<td align="center">26</td>
								</tr>
								<tr>
									<td align="center">160</td>
									<td align="left">Abaeté</td>
									<td align="center">DIV</td>
									<td align="center">23.223</td>
									<td align="center">25</td>
								</tr>
								<tr>
									<td align="center">161</td>
									<td align="left">Estiva</td>
									<td align="center">POA</td>
									<td align="center">11.321</td>
									<td align="center">25</td>
								</tr>
								<tr>
									<td align="center">162</td>
									<td align="left">Dores do Indaiá</td>
									<td align="center">DIV</td>
									<td align="center">13.541</td>
									<td align="center">24</td>
								</tr>
								<tr>
									<td align="center">163</td>
									<td align="left">Francisco Badaró</td>
									<td align="center">TEO</td>
									<td align="center">10.343</td>
									<td align="center">24</td>
								</tr>
								<tr>
									<td align="center">164</td>
									<td align="left">Sarzedo</td>
									<td align="center">BHZ</td>
									<td align="center">32.069</td>
									<td align="center">24</td>
								</tr>
								<tr>
									<td align="center">165</td>
									<td align="left">B. Vista de Minas</td>
									<td align="center">IPA</td>
									<td align="center">10.248</td>
									<td align="center">23</td>
								</tr>
								<tr>
									<td align="center">166</td>
									<td align="left">Fervedouro</td>
									<td align="center">JUF</td>
									<td align="center">10.957</td>
									<td align="center">23</td>
								</tr>
								<tr>
									<td align="center">167</td>
									<td align="left">Presidente Olegário</td>
									<td align="center">PAT</td>
									<td align="center">19.377</td>
									<td align="center">22</td>
								</tr>
								<tr>
									<td align="center">168</td>
									<td align="left">Vazante</td>
									<td align="center">PAT</td>
									<td align="center">20.537</td>
									<td align="center">21</td>
								</tr>
								<tr>
									<td align="center">169</td>
									<td align="left">Barroso</td>
									<td align="center">BAR</td>
									<td align="center">20.720</td>
									<td align="center">21</td>
								</tr>
								<tr>
									<td align="center">170</td>
									<td align="left">Ponte Nova</td>
									<td align="center">JUF</td>
									<td align="center">59.605</td>
									<td align="center">21</td>
								</tr>
								<tr>
									<td align="center">171</td>
									<td align="left">Monte Alegre de Minas</td>
									<td align="center">UBL</td>
									<td align="center">20.999</td>
									<td align="center">20</td>
								</tr>
								<tr>
									<td align="center">172</td>
									<td align="left">Santa Luzia</td>
									<td align="center">BHZ</td>
									<td align="center">218.147</td>
									<td align="center">20</td>
								</tr>
								<tr>
									<td align="center">173</td>
									<td align="left">Sacramento</td>
									<td align="center">UBR</td>
									<td align="center">25.989</td>
									<td align="center">20</td>
								</tr>
								<tr>
									<td align="center">174</td>
									<td align="left">Padre Paraíso</td>
									<td align="center">TEO</td>
									<td align="center">20.052</td>
									<td align="center">20</td>
								</tr>
								<tr>
									<td align="center">175</td>
									<td align="left">S.Seb. do Maranhão</td>
									<td align="center">GOV</td>
									<td align="center">10.129</td>
									<td align="center">20</td>
								</tr>
								<tr>
									<td align="center">176</td>
									<td align="left">Guaxupé</td>
									<td align="center">VAR</td>
									<td align="center">51.750</td>
									<td align="center">19</td>
								</tr>
								<tr>
									<td align="center">177</td>
									<td align="left">Teófilo Otoni</td>
									<td align="center">TEO</td>
									<td align="center">140.235</td>
									<td align="center">19</td>
								</tr>
								<tr>
									<td align="center">178</td>
									<td align="left">Jordânia</td>
									<td align="center">TEO</td>
									<td align="center">10.780</td>
									<td align="center">19</td>
								</tr>
								<tr>
									<td align="center">179</td>
									<td align="left">Andradas</td>
									<td align="center">POA</td>
									<td align="center">40.747</td>
									<td align="center">17</td>
								</tr>
								<tr>
									<td align="center">180</td>
									<td align="left">Santa Juliana</td>
									<td align="center">UBR</td>
									<td align="center">13.743</td>
									<td align="center">17</td>
								</tr>
								<tr>
									<td align="center">181</td>
									<td align="left">Ouro Fino</td>
									<td align="center">POA</td>
									<td align="center">33.481</td>
									<td align="center">15</td>
								</tr>
								<tr>
									<td align="center">182</td>
									<td align="left">Capinópolis</td>
									<td align="center">UBL</td>
									<td align="center">16.109</td>
									<td align="center">15</td>
								</tr>
								<tr>
									<td align="center">183</td>
									<td align="left">Mar de Espanha</td>
									<td align="center">JUF</td>
									<td align="center">12.725</td>
									<td align="center">15</td>
								</tr>
								<tr>
									<td align="center">184</td>
									<td align="left">Matias Cardoso</td>
									<td align="center">MOC</td>
									<td align="center">11.050</td>
									<td align="center">14</td>
								</tr>
								<tr>
									<td align="center">185</td>
									<td align="left">Ataléia</td>
									<td align="center">TEO</td>
									<td align="center">13.064</td>
									<td align="center">14</td>
								</tr>
								<tr>
									<td align="center">186</td>
									<td align="left">Bueno Brandão</td>
									<td align="center">POA</td>
									<td align="center">11.010</td>
									<td align="center">13</td>
								</tr>
								<tr>
									<td align="center">187</td>
									<td align="left">Araguari</td>
									<td align="center">UBL</td>
									<td align="center">116.691</td>
									<td align="center">13</td>
								</tr>
								<tr>
									<td align="center">188</td>
									<td align="left">Poté</td>
									<td align="center">TEO</td>
									<td align="center">16.491</td>
									<td align="center">13</td>
								</tr>
								<tr>
									<td align="center">189</td>
									<td align="left">Areado</td>
									<td align="center">VAR</td>
									<td align="center">14.955</td>
									<td align="center">13</td>
								</tr>
								<tr>
									<td align="center">190</td>
									<td align="left">S. João Evangelista</td>
									<td align="center">GOV</td>
									<td align="center">15.781</td>
									<td align="center">13</td>
								</tr>
								<tr>
									<td align="center">191</td>
									<td align="left">Unaí</td>
									<td align="center">PAT</td>
									<td align="center">83.808</td>
									<td align="center">12</td>
								</tr>
								<tr>
									<td align="center">192</td>
									<td align="left">Virginópolis</td>
									<td align="center">GOV</td>
									<td align="center">10.537</td>
									<td align="center">12</td>
								</tr>
								<tr>
									<td align="center">193</td>
									<td align="left">Brasilândia de Minas</td>
									<td align="center">PAT</td>
									<td align="center">16.321</td>
									<td align="center">11</td>
								</tr>
								<tr>
									<td align="center">194</td>
									<td align="left">Fronteira</td>
									<td align="center">UBR</td>
									<td align="center">17.701</td>
									<td align="center">9</td>
								</tr>
								<tr>
									<td align="center">195</td>
									<td align="left">Abre Campo</td>
									<td align="center">JUF</td>
									<td align="center">13.465</td>
									<td align="center">7</td>
								</tr>
								<tr>
									<td align="center">196</td>
									<td align="left">Campina Verde</td>
									<td align="center">UBL</td>
									<td align="center">19.738</td>
									<td align="center">4</td>
								</tr>
								<tr>
									<td align="center">197</td>
									<td align="left">Novo Oriente de Minas</td>
									<td align="center">TEO</td>
									<td align="center">10.731</td>
									<td align="center">4</td>
								</tr>
							</tbody>
						</table>
						<table-wrap-foot>
							<fn id="TFN4">
								<p>Fonte: Elaborada pelos autores com base nos dados do <xref ref-type="bibr" rid="B25">IBGE (2018)</xref>.</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
			</app>
		</app-group>
	</back>
	<!--sub-article article-type="translation" id="s1" xml:lang="en">
		<front-stub>
			<article-categories>
				<subj-group subj-group-type="heading">
					<subject>Paper</subject>
				</subj-group>
			</article-categories>
			<title-group>
				<article-title>Active transparency ranking of municipalities in the Brazilian state of Minas Gerais: evaluation of transparency portals based on the Access to Information Law</article-title>
			</title-group>
			<contrib-group>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0003-1285-8461</contrib-id>
					<name>
						<surname>ALVES</surname>
						<given-names>JOSIAS FERNANDES</given-names>
					</name>
					<xref ref-type="aff" rid="aff4">1</xref>
				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0002-4229-3337</contrib-id>
					<name>
						<surname>MIRANDA</surname>
						<given-names>ADÍLIO RENÊ ALMEIDA</given-names>
					</name>
					<xref ref-type="aff" rid="aff5">2</xref>
				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0003-3298-8183</contrib-id>
					<name>
						<surname>TEIXEIRA</surname>
						<given-names>MARCO ANTONIO CARVALHO</given-names>
					</name>
					<xref ref-type="aff" rid="aff6">3</xref>
				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0003-0643-6369</contrib-id>
					<name>
						<surname>SOUZA</surname>
						<given-names>PAULO ROBERTO RODRIGUES DE</given-names>
					</name>
					<xref ref-type="aff" rid="aff5">2</xref>
				</contrib>
			</contrib-group>
			<aff id="aff4">
				<label>1</label>
				<institution content-type="original">FUNDAÇÃO GETULIO VARGAS (FGV EAESP) / ESCOLA DE ADMINISTRAÇÃO PÚBLICA E GOVERNO, SÃO PAULO - SP, BRAZIL</institution>
			</aff>
			<aff id="aff5">
				<label>2</label>
				<institution content-type="original">UNIVERSIDADE FEDERAL DE ALFENAS (UNIFAL-MG), VARGINHA - MG, BRAZIL</institution>
			</aff>
			<aff id="aff6">
				<label>3</label>
				<institution content-type="original">FUNDAÇÃO GETULIO VARGAS (FGV EAESP) / DEPARTAMENTO DE GESTÃO PÚBLICA DA ESCOLA DE ADMINISTRAÇÃO DE EMPRESAS, SÃO PAULO - SP, BRAZIL</institution>
			</aff>
			<author-notes>
				<fn fn-type="other" id="fn6">
					<p>Josias Fernandes Alves - Ph.D. candidate in Public Administration and Government from Escola de Administração Pública e Governo da Fundação Getulio Vargas (FGV EAESP); Master in Public Management and Society from the Universidade Federal de Alfenas (UNIFAL-MG), Campus Varginha. E-mail: josiasfernandes@hotmail.com</p>
				</fn>
				<fn fn-type="other" id="fn7">
					<p>Adílio Renê Almeida Miranda - Ph.D. and Master in Administration from Universidade Federal de Lavras (UFLA); Adjunct Professor at Universidade Federal de Alfenas, Campus Varginha. E-mail: adilioadm@yahoo.com.br</p>
				</fn>
				<fn fn-type="other" id="fn8">
					<p>Marco Antonio Carvalho Teixeira - Ph.D. and Master in Social Sciences from Pontifícia Universidade Católica de São Paulo (PUC-SP); Adjunct Professor and researcher at the Department of Public Management at the Escola de Administração de Empresas da Fundação Getulio Vargas (FGV EAESP); Leader of the thematic group Federalism, Intergovernmental Relations and Decentralization in the Public Administration area of the ENANPAD (biênio 2020-2021). E-mail: marco.teixeira@fgv.br</p>
				</fn>
				<fn fn-type="other" id="fn9">
					<p>Paulo Roberto Rodrigues de Souza - Ph.D. of Science in Production Engineering from the Universidade Estadual Paulista (UNESP); Master in Production Engineering from the Universidade Federal de Santa Catarina (UFSC); Adjunct Professor at Universidade Federal de Alfenas (UNIFAL-MG) - Campus Varginha. E-mail: paulo.souza@unifal-mg.edu.br</p>
				</fn>
			</author-notes>
			<abstract>
				<title>Abstract</title>
				<p>Active transparency is a dimension of public transparency provided for in the Right to Information Act, which provides for the disclosure of non-confidential information by public agencies, regardless of requests. This article aims to evaluate the online portals of a random sample of 197 municipalities in the 13 geographic regions of the state of Minas Gerais, with over 10,000 inhabitants, using the General Active Transparency Index (GATI), calculated based on the law and the principles of open government data. The Evaluation of Active Transparency for Public Entities, developed by the Public Transparency Program of Fundação Getulio Vargas was adapted and used for the study. The ranking shows that 72% of the portals are rated below 50, on the maximum scale of 100. There is also a large disparity between scores and the trend of greater transparency in the most populous cities, equal to or greater than 60. The results confirm previous studies that indicate high levels of opacity in the local public administration, mainly in smaller municipalities. The study contributes to the still relatively scarce literature about transparency at the municipal level, in the light of the principles of open government data, in the Brazilian state with the most municipalities.</p>
			</abstract>
			<kwd-group xml:lang="en">
				<title>Keywords:</title>
				<kwd>Right to information</kwd>
				<kwd>Transparency of Public Administration</kwd>
				<kwd>Local governments</kwd>
				<kwd>Acess to Information Law</kwd>
			</kwd-group>
		</front-stub>
		<body>
			<sec sec-type="intro">
				<title>INTRODUCTION</title>
				<p>Transparency is considered one of the basic principles of public governance (<xref ref-type="bibr" rid="B55">World Bank, 2016</xref>). In this article, transparency is defined as the citizen’s access to government information available on the internet. The interest in official websites is justified by the fact that they are the most accessible way, reliable and durable dissemination of updated public information (<xref ref-type="bibr" rid="B50">Tavares &amp; Cruz, 2020</xref>).</p>
				<p>As a precondition for integrity and accountability,</p>
				<disp-quote>
					<p>[...] transparency enables citizens to participate and monitor the activities of local governments. And if the actors in the local governance system are prone to the clear disclosure of information, rules, plans, budgets, processes, actions and results, it is more difficult to hide corruption (<xref ref-type="bibr" rid="B52">Transparency International, 2015</xref>, p. 8).</p>
				</disp-quote>
				<p>The pandemic caused by the new coronavirus spelled out the importance of disclosing open data, both on the disease and the health system infrastructure, how much spending on emergency hiring that public managers were forced to make to face COVID-19 (<xref ref-type="bibr" rid="B39">Open Government Partnership, 2020</xref>).</p>
				<p>The relevance of transparency, in general and at the local level, can be seen, mainly, from the perspective of preventing and fighting corruption. In Brazil, there is still a great disparity between national (federal government) and subnational (states and municipalities) mechanisms for controlling corruption (<xref ref-type="bibr" rid="B51">Transparência Internacional Brasil, 2020</xref>).</p>
				<p>Operations of the Comptroller General of the Union (CGU), together with the Federal Police and other supervisory bodies, have revealed that a large part of deviations from public funds occurs in municipal management. From 2003 to 2020, 480 investigative actions were launched, which resulted in losses of approximately BRL 5.4 billion. Public health and education policies are the most affected and account for about 70% of frauds (Controladoria-Geral da União [CGU], <xref ref-type="bibr" rid="B11">2020</xref>).</p>
				<p>In this context, the Law nº 12.527 (<xref ref-type="bibr" rid="B30">Lei nº 12.527, 2011</xref>), Access to Information Law (AIL), is considered a milestone in the process of opening public administration information, whose opacity was accentuated during the military dictatorship, from 1964 to 1985. AIL has become one of the main instruments for promoting transparency, within the scope of the Union, states, municipalities and the Federal District (FD).</p>
				<p>In addition to defining advertising as a rule and secrecy as an exception, AIL establishes other guidelines: disclosure of information of public interest, regardless of request (active transparency); use of means of communication made possible by information technology; fostering a culture of transparency and social control in public administration (<xref ref-type="bibr" rid="B30">Lei nº 12.527, 2011</xref>).</p>
				<p>This research evaluates transparency in a broader sense than the mere compliance with legal requirements, when assessing the availability of information regarding processability, accessibility, non-discrimination and free license (<xref ref-type="bibr" rid="B5">Barros &amp; Rodrigues, 2017</xref>; <xref ref-type="bibr" rid="B37">Moncau, Michener, Barros &amp; Velasco, 2015</xref>).</p>
				<p>By requiring that information be made available in an open format, Brazilian law has become the first, worldwide, to incorporate the principles of open government data, especially regarding active transparency (<xref ref-type="bibr" rid="B42">Possamai, 2018</xref>).</p>
				<p>The methodology adopted in this study to evaluate active transparency, as it is based on the principles of open data, presents a differential in relation to other investigations, which do not take into account factors associated with the functioning of portals and the ease of access to information.</p>
				<p>The aim of this study is to fill a gap that still persists in the transparency literature, since most research evaluates the level of openness of information from state and federal governments. In Brazil, small municipalities face difficulties in adapting to the law. The percentage of those who meet the requirements is still very low, as shown by some studies, whose object is still concentrated mainly in cities located in the states of the South and Southeast regions of the country.</p>
				<p>Thus, the main finding of this research is the empirical finding of a paradox, still little explored by the bibliography on transparency of municipal entities. Although small towns have a tendency to high rates of opacity, it appears that some governments of municipalities with a population of less than 50 thousand inhabitants manage to achieve high levels of transparency.</p>
				<p>Composed mostly of small municipalities, the sample of this research, representative of all regions of the state, differs from studies that focus on capitals or large cities. In the ranking of 197 municipalities in Minas Gerais, with more than 10 thousand inhabitants and obliged to comply with the minimum requirements of active transparency provided for in AIL, there are 156 with a population of up to 50 thousand people.</p>
				<p>The choice of Minas Gerais, the state with the largest number of municipalities (853) and the second most populous in the country, is justified by its historical problems of regional inequalities, researched by <xref ref-type="bibr" rid="B2">Amaral, Lemos and Chein (2010</xref>).</p>
				<p>In the first study that calculated the disaggregated Human Development Index (HDI) for each federation unit, the state was classified in the intermediate stratum (United Nations Development Program [UNDP], Instituto de Pesquisas Aplicadas [IPEA], &amp; Fundação João Pinheiro [FJP], <xref ref-type="bibr" rid="B19">2020</xref>). Brazil is the seventh most unequal country in the world, behind African nations only (<xref ref-type="bibr" rid="B54">UNDP, 2020</xref>). For these reasons, Minas Gerais can be considered a kind of microcosm of the reality of the 27 Brazilian states.</p>
				<p>In addition to this introduction, this article is structured as follows: the second section presents a brief history of the right to access information in the world and the theoretical framework of public transparency, access to information, open data; in the third section, the main legal topics of active transparency are addressed and their application in the municipalities; the next section details the methodological procedures; the fifth section presents the results and discussions; then, final considerations point out the main contributions of the research and suggestions for new studies.</p>
			</sec>
			<sec>
				<title>ACCESS TO INFORMATION, PUBLIC TRANSPARENCY AND OPEN DATA</title>
				<p>Provided for in the United Nations Universal Declaration of Human Rights (UN), of 1948, the right of access to information on public administration is included, in 2003, in the United Nations Convention against Corruption, approved by Brazil in 2006, as one of the measures to prevent this practice and its links with organized crime, which came to be seen by the international community as a global problem.</p>
				<p>The Model Inter-American Law on Access to Public Information, based on ten principles approved in 2010, is adopted as a parameter by Brazilian law (Organization of American States [OAS], 2010).</p>
				<p>As of 2011, when the Brazilian AIL is sanctioned, another 40 countries create their rules. Brazil was the 89<sup>th</sup> of the 128 countries that implemented a specific law on access to information. Ghana was last in 2019 (Global Right to Information Rating, 2020).</p>
				<p>Conceptually, the right to information can be defined as the set of legal principles that aim to guarantee access to information about people or organizations, collected and stored in public or private databases, as well as government information, except for those protected by the right to privacy or by commercial and state secrets, provided by law (<xref ref-type="bibr" rid="B8">Cepik, 2000</xref>).</p>
				<p>This right is directly associated with public transparency, which makes it possible for citizens to learn about government actions. For <xref ref-type="bibr" rid="B7">Bahur and Grimer (2012)</xref>; <xref ref-type="bibr" rid="B15">Cunha (2018</xref>); <xref ref-type="bibr" rid="B28">Jardim (1995</xref>); <xref ref-type="bibr" rid="B34">Michener and Bersch (2013</xref>); <xref ref-type="bibr" rid="B57">Zuccolotto, Teixeira and Riccio (2015</xref>), transparency is still a concept in the construction process, being the subject of multidisciplinary studies.</p>
				<p>For the World Bank, transparency is the “[...] Citizens’ access to publicly available information about people’s actions in government and the consequences of those actions” (<xref ref-type="bibr" rid="B55">World Bank, 2016</xref>, p. 81).</p>
				<p>As for the initiative, public transparency is distinguished in: i) active - periodic dissemination of information of general or collective interest, regardless of request and ii) passive - obligation of the public entity to give access to all information requested by the citizen, except that protected by secrecy (<xref ref-type="bibr" rid="B56">Yazigi, 1999</xref>).</p>
				<p>Of particular interest to this study, active transparency is also defined as the periodic and systematic dissemination of public information, resulting from voluntary actions by managers or from legal obligations imposed on state agencies to publish essential information for citizens to assess government performance (<xref ref-type="bibr" rid="B57">Zuccolotto et al., 2015</xref>). <xref ref-type="fig" rid="f3">Figure 1</xref> shows the main elements of the concept of public transparency.</p>
				<p>
					<fig id="f3">
						<label>Figure 1</label>
						<caption>
							<title>Main elements of the concept of public transparency</title>
						</caption>
						<graphic xlink:href="1679-3951-cebape-19-03-564-gf3.jpg"/>
						<attrib>Source: Elaborated by the authors.</attrib>
					</fig>
				</p>
				<p>The so-called “eight open data principles” were created in 2007 in California by researchers, representatives of civil society organizations and American activists, pioneers in the use of open data to promote transparency, with attention to government information (<xref ref-type="bibr" rid="B49">Tauberer, 2014</xref>).</p>
				<p>By open government data, we understand those that can be freely used, reused and redistributed by anyone. They are governed by three laws: i) if the data cannot be found and indexed on the web, it does not exist; ii) if it is not open and available in a machine-understandable format, it cannot be reused and iii) if a legal device does not allow its reapplication, it is not useful (<xref ref-type="bibr" rid="B16">Eaves, 2009</xref>).</p>
				<p>Although it does not mention the term “open data”, article 8 of the AILdetails the content and requirements of the information that must be made available in active transparency: search tools, format, possibility of recording, automated access, open, structured, machine-readable and non-proprietary data (<xref ref-type="bibr" rid="B30">Lei nº 12.527, 2011</xref>).</p>
				<p>However, analyzing the multiple dimensions of transparency and its role in promoting accountability, as well as social control in public administration, goes beyond the objectives of this article.</p>
			</sec>
			<sec>
				<title>AIL APPLICATION IN MUNICIPALITIES</title>
				<p>This section summarizes the main AIL provisions that address active transparency and mentions recent official research and studies that assess transparency at the municipal level. The first articles of the law deal with:</p>
				<p>
					<list list-type="roman-lower">
						<list-item>
							<p> its applicability in the scope of the Union, States, Federal District and Municipalities;</p>
						</list-item>
						<list-item>
							<p>guidelines for its application and principles that guide the right of access to information;</p>
						</list-item>
						<list-item>
							<p> definition of terms adopted by it;</p>
						</list-item>
						<list-item>
							<p>[...] duty to guarantee access to information through objective and agile procedures, in a transparent, clear and easy to understand language;</p>
						</list-item>
						<list-item>
							<p> [...] political-institutional guidelines for information access, protection and management;</p>
						</list-item>
						<list-item>
							<p> [...] protection of information, ensuring its availability, authenticity and integrity; protection of confidential and personal data and access restrictions;</p>
						</list-item>
						<list-item>
							<p> content, scope and form of exercising the right of access to information (<xref ref-type="bibr" rid="B30">Lei nº 12.527, 2011</xref>).</p>
						</list-item>
					</list>
				</p>
				<p>In addition to M devices that encourage proactivity in the dissemination of information, art. 8th, paragraph 1st da AIL expressly refers to active transparency as a duty of public bodies. It also lists the minimum information that must be disclosed, regardless of request (<xref ref-type="bibr" rid="B30">Lei nº 12.527, 2011</xref>).</p>
				<p>The list is not exhaustive, it is up to public entities to define other information of collective or general interest, to be disclosed by active transparency, except for the legal exceptions of confidentiality.</p>
				<p>Research carried out by <xref ref-type="bibr" rid="B41">Pinho (2008</xref>) shows that more developed municipalities have better economic, social, political, technological conditions to implement and maintain electronic portals and, consequently, to disseminate more public information.</p>
				<p>A study by <xref ref-type="bibr" rid="B13">Cruz, Ferreira, Silva and Macedo (2012</xref>) also points to a trend towards greater transparency in the management of more populous municipalities. Most recent investigations by <xref ref-type="bibr" rid="B35">Michener, Contrera and Niskier (2018</xref>); <xref ref-type="bibr" rid="B46">Sell, Sampaio, Zonatto and Lavarda (2018</xref>), confirm this relationship between transparency and population size of municipalities, among other factors<italic>.</italic></p>
				<p>Two institutional assessments on transparency in Brazilian municipalities and states also point to the relationship between the size of cities and the opacity of their management: the National Transparency Ranking (<italic>Ranking Nacional de Transparência</italic> - RNT), carried out by the Federal Public Ministry (<italic>Ministério Público Federal [MPF]</italic>, <xref ref-type="bibr" rid="B36">2015</xref>, <xref ref-type="bibr" rid="B37">2016</xref>) and the Transparent Brazil Scale (<italic>Escala Brasil Transparente</italic> - EBT), prepared by CGU in four editions, in the years 2015 (two editions), 2017 and 2018.</p>
				<p>RNT is a diagnosis of compliance with legal requirements for active transparency, with an emphasis on AIL, by all municipalities, states and the FD. The second evaluation for the RNT, shows the average of 4.5 (on a scale of 0 to 10) of the transparency index of 344 municipalities in Minas Gerais with a population between 10 thousand and 100 thousand inhabitants. In the four cities with more than 500 thousand inhabitants, the average rises to 7.6 (<xref ref-type="bibr" rid="B36">MPF, 2015</xref>, <xref ref-type="bibr" rid="B37">2016</xref>).</p>
				<p>EBT, in the last two surveys, carried out in 2018 and 2020, in addition to passive transparency, measured the active transparency of the states, the DF and 665 municipalities with more than 50 thousand inhabitants, including the capitals, 72 of them located in Minas Gerais.</p>
				<p>The results of the EBT 360º - 2nd edition show a national average of 6.9 (from 0 to 10) in all Brazilian municipalities evaluated and 8.8 in state capitals. The average in municipalities in Minas Gerais is 6.6 and 7.9, when considering only the four cities in the state with populations above 500 thousand inhabitants. These average transparency indexes of EBT 360º in largest cities, significantly higher than those of the RNT/MPF, also reinforce the findings of other studies that associate higher levels of transparency with larger municipalities (<xref ref-type="bibr" rid="B12">CGU, 2021</xref>).</p>
				<p>Most academic research is also focused on evaluating large cities. <xref ref-type="bibr" rid="B21">García-Sánchez, Aceituno and Domínguez (2013</xref>) analyze public transparency in Spanish municipalities with more than 250 thousand inhabitants or provincial capitals. <xref ref-type="bibr" rid="B15">Coelho, Silva, Cunha and Teixeira (2018</xref>) examine the transparency of the executive branch of states, capitals and other Brazilian municipalities with more than 400 thousand inhabitants. The study organized by <xref ref-type="bibr" rid="B33">Michener (2016</xref>) evaluates only states and capitals. <xref ref-type="bibr" rid="B13">Cruz et al. (2012</xref>), just as <xref ref-type="bibr" rid="B18">Fiirst, Costa, Baldissera and Asta (2017</xref>) verify the level of electronic transparency of the 100 most populous municipalities in Brazil.</p>
			</sec>
			<sec sec-type="methods">
				<title>METHODOLOGICAL PROCEDURES</title>
				<p>The active transparency assessment aims to assess the compliance of the mandatory information, provided for in article 8 of the AIL, which must be made available on the electronic portals. The evaluation of the item “Frequently asked questions”, which is not included in the original methodology, was inserted due to its importance in clarifying the most common doubts of citizens, in addition to legal requirements (<xref ref-type="bibr" rid="B30">Lei nº 12.527, 2011</xref>).</p>
				<p>The “Active Transparency for Public Entities” evaluation methodology was adopted, developed by the Fundação Getulio Vargas’ Public Transparency Program (FGV PTP), between 2014 and 2018. Its objective is to evaluate and measure the level of active transparency of electronic portals of public agencies, in the light of AIL (Fundação Getulio Vargas [FGV], <xref ref-type="bibr" rid="B20">2019</xref>).</p>
				<p>The ranking was prepared based on the General Active Transparency Index (GATI), calculated through a score attributed to each item of information published on the websites of city halls. Data were collected between December 2018 and June 2019.</p>
				<sec>
					<title>Sample selection</title>
					<p>The sample size of the research was defined in 197 municipalities, assuming an estimation error of 0.05, 95% confidence level and initial estimate for a proportion equal to 0.5. This number corresponds to 52.2% of the 377 municipalities in the state with a population greater than 10,000 inhabitants (Instituto Brasileiro de Geografia e Estatística [IBGE], <xref ref-type="bibr" rid="B25">2018</xref>). <xref ref-type="bibr" rid="B43">Rosa, Bernardo, Vicente and Petri (2015</xref>), when assessing active transparency in cities in the southern region of Brazil, they adopt the same sample size, with similar parameters. Minas Gerais has 13 Intermediate Geographic Regions (IGR), as shown in <xref ref-type="fig" rid="f4">Figure 2</xref>.</p>
					<p>
						<fig id="f4">
							<label>Figure 2</label>
							<caption>
								<title>Intermediate geographic regions of Minas Gerais</title>
							</caption>
							<graphic xlink:href="1679-3951-cebape-19-03-564-gf4.jpg"/>
							<attrib>Source: Fundação Estadual do Meio Ambiente (FEAM, 2019).</attrib>
						</fig>
					</p>
					<p>A after weighting the population ranges of the municipalities of each IGR, the sample was selected using the table of random numbers published by <xref ref-type="bibr" rid="B45">Scheaffer, Mendenhall and Ott (1990</xref>). <xref ref-type="table" rid="t5">Table 1</xref> shows the total number and municipalities with more than 10,000 inhabitants, total population and cities sampled by region.</p>
					<p>
						<table-wrap id="t5">
							<label>Table 1</label>
							<caption>
								<title>Number of municipalities, population and percentages of total and sampling by IGR</title>
							</caption>
							<table frame="hsides" rules="groups">
								<colgroup>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
									<col/>
								</colgroup>
								<thead>
									<tr>
										<th align="center">IGR</th>
										<th align="center">Abbr.</th>
										<th align="center">nº of mun.</th>
										<th align="center">Total Pop.</th>
										<th align="center">+10K inhab.</th>
										<th align="center">Pop. sample</th>
										<th align="center">Mun. sample</th>
									</tr>
								</thead>
								<tbody>
									<tr>
										<td align="center">Belo Horizonte</td>
										<td align="center">BHZ</td>
										<td align="center">74</td>
										<td align="center">6,028,392</td>
										<td align="center">42</td>
										<td align="center">4,580,134</td>
										<td align="center">22</td>
									</tr>
									<tr>
										<td align="center">Montes Claros</td>
										<td align="center">MOC</td>
										<td align="center">86</td>
										<td align="center">1,277,302</td>
										<td align="center">36</td>
										<td align="center">870,326</td>
										<td align="center">19</td>
									</tr>
									<tr>
										<td align="center">Teófilo Otoni</td>
										<td align="center">TEO</td>
										<td align="center">86</td>
										<td align="center">1,420,605</td>
										<td align="center">42</td>
										<td align="center">555,103</td>
										<td align="center">22</td>
									</tr>
									<tr>
										<td align="center">Gov. Valadares</td>
										<td align="center">GOV</td>
										<td align="center">58</td>
										<td align="center">773,517</td>
										<td align="center">19</td>
										<td align="center">430,581</td>
										<td align="center">10</td>
									</tr>
									<tr>
										<td align="center">Ipatinga</td>
										<td align="center">IPA</td>
										<td align="center">44</td>
										<td align="center">1,028,017</td>
										<td align="center">18</td>
										<td align="center">534,883</td>
										<td align="center">10</td>
									</tr>
									<tr>
										<td align="center">Juiz de Fora</td>
										<td align="center">JUF</td>
										<td align="center">146</td>
										<td align="center">2,347,851</td>
										<td align="center">49</td>
										<td align="center">1,292,738</td>
										<td align="center">25</td>
									</tr>
									<tr>
										<td align="center">Barbacena</td>
										<td align="center">BAR</td>
										<td align="center">49</td>
										<td align="center">781,253</td>
										<td align="center">16</td>
										<td align="center">340,786</td>
										<td align="center">8</td>
									</tr>
									<tr>
										<td align="center">Varginha</td>
										<td align="center">VAR</td>
										<td align="center">82</td>
										<td align="center">1,637,101</td>
										<td align="center">46</td>
										<td align="center">736,236</td>
										<td align="center">23</td>
									</tr>
									<tr>
										<td align="center">Pouso Alegre</td>
										<td align="center">POA</td>
										<td align="center">80</td>
										<td align="center">1,652,265</td>
										<td align="center">37</td>
										<td align="center">530,309</td>
										<td align="center">19</td>
									</tr>
									<tr>
										<td align="center">Uberaba</td>
										<td align="center">UBR</td>
										<td align="center">29</td>
										<td align="center">781,136</td>
										<td align="center">15</td>
										<td align="center">490,089</td>
										<td align="center">8</td>
									</tr>
									<tr>
										<td align="center">Uberlândia</td>
										<td align="center">UBL</td>
										<td align="center">24</td>
										<td align="center">1,169,426</td>
										<td align="center">12</td>
										<td align="center">914,891</td>
										<td align="center">7</td>
									</tr>
									<tr>
										<td align="center">Patrocínio</td>
										<td align="center">PAT</td>
										<td align="center">34</td>
										<td align="center">825,366</td>
										<td align="center">17</td>
										<td align="center">396,800</td>
										<td align="center">9</td>
									</tr>
									<tr>
										<td align="center">Divinópolis</td>
										<td align="center">DIV</td>
										<td align="center">61</td>
										<td align="center">1,318,071</td>
										<td align="center">28</td>
										<td align="center">680,092</td>
										<td align="center">15</td>
									</tr>
									<tr>
										<td align="center">Total</td>
										<td align="left"/>
										<td align="center">853</td>
										<td align="center">21,040,662</td>
										<td align="center">377</td>
										<td align="center">12,362,968</td>
										<td align="center">197</td>
									</tr>
								</tbody>
							</table>
							<table-wrap-foot>
								<fn id="TFN5">
									<p>Source: Elaborated by the authors based on <xref ref-type="bibr" rid="B25">IBGE data (2018)</xref>.</p>
								</fn>
							</table-wrap-foot>
						</table-wrap>
					</p>
				</sec>
				<sec>
					<title>Evaluation criteria</title>
					<p>The methodology is based on the eight principles of open government, emphasizing that accessibility, non-discrimination and free license are analyzed in a unified way. The criteria for assessing the completeness of information are applicable to the following items: i) Organizational structure (OS), ii) Programs and Actions (PA), iii) Expenditure (E), iv) Bids (B), v) Contracts (C), vi) Transfers and onlendings (TO and vii) Frequently Asked Questions (FAQ).</p>
				</sec>
				<sec>
					<title>Calculation of active transparency</title>
					<p>In the score from 0 to 100, attributed to each portal, the GATI is obtained by the average of the sum of points of the items of mandatory disclosure, measuring the content of the information, the navigation structure and the presentation of the data and the portal itself. The score for each category is the result of the completeness score multiplied by the principle contemplated in that item.</p>
					<p>The principles were divided into two categories, each weighing 50%, taking into account: i) the content of the data (completeness, primacy, processability and timeliness) and ii) the use of the portal (accessibility, non-discrimination and free license).</p>
					<p>The accessibility score is the average of the inclusion scores, ease of access and usability.</p>
					<p>Regarding the quantitative items (E, B, C and TO), the completeness assessment is divided into essential and non-essential dimensions. The completeness score is obtained by the sum of the assessment of essential elements, equivalent to 70% of the final grade, with the complementary ones (30%).</p>
					<p>The final GATI score is equivalent to the sum of the scores for each item, where (LC) is the average of these two items, calculated by the following equation:</p>
					<p>
						<disp-formula id="e2">
							<mml:math>
								<mml:mi>G</mml:mi>
								<mml:mi>A</mml:mi>
								<mml:mi>T</mml:mi>
								<mml:mi>I</mml:mi>
								<mml:mo>=</mml:mo>
								<mml:mfrac>
									<mml:mrow>
										<mml:mfenced separators="|">
											<mml:mrow>
												<mml:mi>O</mml:mi>
												<mml:mi>S</mml:mi>
												<mml:mi> </mml:mi>
												<mml:mo>+</mml:mo>
												<mml:mi> </mml:mi>
												<mml:mi>P</mml:mi>
												<mml:mi>A</mml:mi>
												<mml:mi> </mml:mi>
												<mml:mo>+</mml:mo>
												<mml:mi> </mml:mi>
												<mml:mi>F</mml:mi>
												<mml:mi>A</mml:mi>
												<mml:mi>Q</mml:mi>
											</mml:mrow>
										</mml:mfenced>
										<mml:mo>+</mml:mo>
										<mml:mi>E</mml:mi>
										<mml:mi> </mml:mi>
										<mml:mo>+</mml:mo>
										<mml:mi> </mml:mi>
										<mml:mi>L</mml:mi>
										<mml:mi>C</mml:mi>
										<mml:mi> </mml:mi>
										<mml:mo>+</mml:mo>
										<mml:mi> </mml:mi>
										<mml:mi>T</mml:mi>
										<mml:mi>O</mml:mi>
									</mml:mrow>
									<mml:mrow>
										<mml:mn>450</mml:mn>
									</mml:mrow>
								</mml:mfrac>
							</mml:math>
							<label>(1)</label>
						</disp-formula>
					</p>
					<p>The maximum GATI value (45 thousand points) corresponds to the sum of the highest possible score of all evaluated items divided by 450, to be reduced on a scale from 0 to 100 (FGV, 2019).</p>
				</sec>
			</sec>
			<sec sec-type="results|discussion">
				<title>RESULTS AND DISCUSSIONS</title>
				<p>This section presents the main results and discussions on the active transparency assessment of the sampled municipalities. The general GATI ranking of the 197 municipalities evaluated, with the respective IGR, population and scores for each portal, is presented in <xref ref-type="table" rid="t8">Appendix 1</xref>.</p>
				<p>The results show that 142 municipalities (72.1% of the sample) have GATI below 50, of which only 17 (8.6%) have a population greater than 50 thousand inhabitants. The score of 113 municipalities (57.4%) is below the simple general average of GATI (42.5 points). Of these, only 10 (5.1%) have more than 50 thousand inhabitants.</p>
				<p>If considered the highest average of the GATI, weighted by the population (58.9 points), 161 (81.7%) municipalities evaluated with insufficient transparency indexes, among which 26 (13.2%) have a population above 50 thousand residents.</p>
				<p>In the less populous brackets, there is a large concentration of municipalities with GATI below 50. The dispersion of more transparent municipalities stands out in the larger population ranges. <xref ref-type="fig" rid="ch2">Graph 1</xref>, in which each point represents a city, shows the concentration of small municipalities assessed at very low levels of transparency.</p>
				<p>
					<fig id="ch2">
						<label>Graph 1</label>
						<caption>
							<title>Distribution of municipalities by GATI brackets</title>
						</caption>
						<graphic xlink:href="1679-3951-cebape-19-03-564-gch2.jpg"/>
						<attrib>Source: Elaborated by the authors.</attrib>
					</fig>
				</p>
				<p>Among the 176 municipalities with a population of up to 100 thousand inhabitants, only 43 (24.4%) reach GATI equal to or greater than 50 points. Among them, of the 165 municipalities with less than 60 thousand inhabitants, 130 (78.8%) are evaluated with GATI of up to 50 points. In the 102 municipalities with a population of up to 20 thousand people, 85 (83.3%) obtain an index below 50.</p>
				<p>In the most transparent range, of the 21 municipalities with a population over 100 thousand inhabitants, 11 (52.3%) have the GATI above 50. In percentage terms, these most populous municipalities, with an above-average transparency index, correspond to more than twice the 24.4%, in the same range, with less than 100 thousand residents.</p>
				<p>In four of the five municipalities with more than 400 thousand inhabitants (Belo Horizonte, Contagem, Montes Claros and Juiz de Fora), where approximately 4.4 million people live (35.7% of the sample population), the average GATI exceeds 80 points.</p>
				<p>Based on the sample, it is possible to estimate how much of the 377 municipalities required to provide information through active transparency have above average GATI. Only 60 to 90 (16% to 24%) have an index above 50. That is, 76% to 84% of these municipalities are below the average score for active transparency.</p>
				<p>These results are supported by the literature that indicates the positive relationship between population size and transparency levels in municipalities, such as the research by <xref ref-type="bibr" rid="B1">Alcaide-Muñoz, Bolívar and Hernández (2016</xref>); <xref ref-type="bibr" rid="B3">Baker (1997</xref>); <xref ref-type="bibr" rid="B4">Baldissera (2018</xref>); <xref ref-type="bibr" rid="B9">Coelho et al. (2018</xref>); <xref ref-type="bibr" rid="B14">Cunha, Coelho, Silva, Cantoni and Teixeira (2016</xref>); <xref ref-type="bibr" rid="B18">Fiirst et al. (2017</xref>); <xref ref-type="bibr" rid="B21">García-Sánchez et al. (2013</xref>); <xref ref-type="bibr" rid="B24">Guillamón, Bastida and Benito (2011</xref>); <xref ref-type="bibr" rid="B29">Keerasuntonpong, Dunstan and Khanna (2015</xref>); <xref ref-type="bibr" rid="B31">Lowatcharin and Menifield (2015</xref>); <xref ref-type="bibr" rid="B35">Michener et al. (2018</xref>); <xref ref-type="bibr" rid="B38">Norris (1999</xref>); <xref ref-type="bibr" rid="B41">Pinho (2008</xref>); <xref ref-type="bibr" rid="B43">Rosa et al. (2015</xref>).</p>
				<p>However, the results of much of the cited literature also show that the number of inhabitants is not the only factor determining the level of transparency of municipal entities. These studies cite socioeconomic, human development, per capita income, party affiliation and other factors to explain municipal transparency. The analysis of indicators of part of the evaluated municipalities that present the best and worst transparency indexes, in each region, corroborates the evidence from previous studies, confirming other explanatory factors of transparency in cities.</p>
				<p>
					<xref ref-type="table" rid="t6">Table 2</xref> shows data from the Human Development Index (MHDI), of the Firjan Municipal Development Index (FMDI) and Gross Domestic Product (GDP) per capita, released by IBGE, of each most populous municipality and with the lowest GATI by region.</p>
				<p>
					<table-wrap id="t6">
						<label>Table 2</label>
						<caption>
							<title>Most populous municipality and with the lowest GATI by region</title>
						</caption>
						<table frame="hsides" rules="groups">
							<colgroup>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
							</colgroup>
							<thead>
								<tr>
									<th align="center">IGR</th>
									<th align="center">MUNICIPALITY</th>
									<th align="center">POP.</th>
									<th align="center">GATI</th>
									<th align="center">MHDI (2010)</th>
									<th align="center">FMDI (2016)</th>
									<th align="center">GDP PER CAPITA (BRL) (2017)</th>
								</tr>
							</thead>
							<tbody>
								<tr>
									<td align="center" rowspan="2">BHZ</td>
									<td align="center">Belo Horizonte</td>
									<td align="center">2,501,576</td>
									<td align="center">96</td>
									<td align="center">0.810</td>
									<td align="center">0.8219</td>
									<td align="center">35,245.02</td>
								</tr>
								<tr>
									<td align="center">Santa Luzia</td>
									<td align="center">218,147</td>
									<td align="center">20</td>
									<td align="center">0.715</td>
									<td align="center">0.6917</td>
									<td align="center">12,879.33</td>
								</tr>
								<tr>
									<td align="center" rowspan="2">MOC</td>
									<td align="center">Montes Claros</td>
									<td align="center">404,804</td>
									<td align="center">66</td>
									<td align="center">0.770</td>
									<td align="center">0.7582</td>
									<td align="center">22,303.13</td>
								</tr>
								<tr>
									<td align="center">Matias Cardoso</td>
									<td align="center">11,050</td>
									<td align="center">14</td>
									<td align="center">0.584</td>
									<td align="center">0.6561</td>
									<td align="center">12,185.51</td>
								</tr>
								<tr>
									<td align="center" rowspan="2">TEO</td>
									<td align="center">Teófilo Otoni</td>
									<td align="center">140,235</td>
									<td align="center">19</td>
									<td align="center">0.701</td>
									<td align="center">0.7065</td>
									<td align="center">16,667.07</td>
								</tr>
								<tr>
									<td align="center">N. Oriente de Minas</td>
									<td align="center">10,731</td>
									<td align="center">4</td>
									<td align="center">0.555</td>
									<td align="center">0.5648</td>
									<td align="center">7,538.73</td>
								</tr>
								<tr>
									<td align="center" rowspan="2">GOV</td>
									<td align="center">Gov. Valadares</td>
									<td align="center">278,685</td>
									<td align="center">52</td>
									<td align="center">0.727</td>
									<td align="center">0.7931</td>
									<td align="center">20,957.24</td>
								</tr>
								<tr>
									<td align="center">Virginópolis</td>
									<td align="center">10,537</td>
									<td align="center">12</td>
									<td align="center">0.675</td>
									<td align="center">0.6176</td>
									<td align="center">12,967.44</td>
								</tr>
								<tr>
									<td align="center" rowspan="2">IPA</td>
									<td align="center">Ipatinga</td>
									<td align="center">261,344</td>
									<td align="center">38</td>
									<td align="center">0.771</td>
									<td align="center">0.7706</td>
									<td align="center">36,993.39</td>
								</tr>
								<tr>
									<td align="center">Bela Vista de Minas</td>
									<td align="center">10,248</td>
									<td align="center">23</td>
									<td align="center">0.674</td>
									<td align="center">0.7032</td>
									<td align="center">20,977.84</td>
								</tr>
								<tr>
									<td align="center" rowspan="2">JUF</td>
									<td align="center">Juiz de Fora</td>
									<td align="center">564,310</td>
									<td align="center">60</td>
									<td align="center">0.778</td>
									<td align="center">0.7954</td>
									<td align="center">28,355.07</td>
								</tr>
								<tr>
									<td align="center">Abre Campo</td>
									<td align="center">13,465</td>
									<td align="center">7</td>
									<td align="center">0.654</td>
									<td align="center">0.6414</td>
									<td align="center">13,453.99</td>
								</tr>
								<tr>
									<td align="center" rowspan="2">BAR</td>
									<td align="center">Barbacena</td>
									<td align="center">136,392</td>
									<td align="center">58</td>
									<td align="center">0.769</td>
									<td align="center">0.7516</td>
									<td align="center">19,631.86</td>
								</tr>
								<tr>
									<td align="center">Barroso</td>
									<td align="center">20,720</td>
									<td align="center">21</td>
									<td align="center">0.734</td>
									<td align="center">0.7184</td>
									<td align="center">18,446.04</td>
								</tr>
								<tr>
									<td align="center" rowspan="2">VAR</td>
									<td align="center">Varginha</td>
									<td align="center">134,477</td>
									<td align="center">71</td>
									<td align="center">0.778</td>
									<td align="center">0.8224</td>
									<td align="center">40,506.11</td>
								</tr>
								<tr>
									<td align="center">Areado</td>
									<td align="center">14,955</td>
									<td align="center">13</td>
									<td align="center">0.727</td>
									<td align="center">0.6488</td>
									<td align="center">15,116.55</td>
								</tr>
								<tr>
									<td align="center" rowspan="2">POA</td>
									<td align="center">Pouso Alegre</td>
									<td align="center">148,862</td>
									<td align="center">73</td>
									<td align="center">0.774</td>
									<td align="center">0.8274</td>
									<td align="center">50,211.91</td>
								</tr>
								<tr>
									<td align="center">Bueno Brandão</td>
									<td align="center">11,010</td>
									<td align="center">13</td>
									<td align="center">0.658</td>
									<td align="center">0.6237</td>
									<td align="center">12,266.35</td>
								</tr>
								<tr>
									<td align="center" rowspan="2">UBR</td>
									<td align="center">Uberaba</td>
									<td align="center">330,361</td>
									<td align="center">60</td>
									<td align="center">0.772</td>
									<td align="center">0.8194</td>
									<td align="center">40,066.32</td>
								</tr>
								<tr>
									<td align="center">Fronteira</td>
									<td align="center">17,701</td>
									<td align="center">9</td>
									<td align="center">0.684</td>
									<td align="center">0.6641</td>
									<td align="center">61,932.58</td>
								</tr>
								<tr>
									<td align="center" rowspan="2">UBL</td>
									<td align="center">Uberlândia</td>
									<td align="center">683,247</td>
									<td align="center">48</td>
									<td align="center">0.789</td>
									<td align="center">0.8306</td>
									<td align="center">50,548.78</td>
								</tr>
								<tr>
									<td align="center">Campina Verde</td>
									<td align="center">19,738</td>
									<td align="center">4</td>
									<td align="center">0.704</td>
									<td align="center">0.6888</td>
									<td align="center">25,328.11</td>
								</tr>
								<tr>
									<td align="center" rowspan="2">PAT</td>
									<td align="center">Patos de Minas</td>
									<td align="center">150,833</td>
									<td align="center">30</td>
									<td align="center">0.765</td>
									<td align="center">0.8586</td>
									<td align="center">29,020.34</td>
								</tr>
								<tr>
									<td align="center">Brasilândia de Minas</td>
									<td align="center">16,321</td>
									<td align="center">11</td>
									<td align="center">0.674</td>
									<td align="center">0.6739</td>
									<td align="center">13,612.32</td>
								</tr>
								<tr>
									<td align="center" rowspan="2">DIV</td>
									<td align="center">Divinópolis</td>
									<td align="center">235,977</td>
									<td align="center">30</td>
									<td align="center">0.764</td>
									<td align="center">0.7916</td>
									<td align="center">25,695.97</td>
								</tr>
								<tr>
									<td align="center">Dores do Indaiá</td>
									<td align="center">13,541</td>
									<td align="center">24</td>
									<td align="center">0.719</td>
									<td align="center">0.7239</td>
									<td align="center">15,236.95</td>
								</tr>
							</tbody>
						</table>
						<table-wrap-foot>
							<fn id="TFN6">
								<p>Source: Elaborated by the authors based on the Federação das Indústrias do Estado do Rio de Janeiro (<xref ref-type="bibr" rid="B17">FIRJAN, 2018</xref>), <xref ref-type="bibr" rid="B25">IBGE (2018)</xref> and <xref ref-type="bibr" rid="B19">UNDP, IPEA and FJP (2020)</xref>.</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
				<p>The Brazilian MHDI is composed of the same indicators as the three dimensions of the global HDI: longevity, education and income - 0.731 is the HDI of the State of Minas Gerais. The FMDI assesses the socioeconomic development of Brazilian municipalities in three areas: employment and income; education; and health. It ranges from 0 to 1 point in moderate development (0.6 to 0.8) and high (0.8 to 1). Municipal GDP per capita measures the total value of final goods and services produced per inhabitant. Corresponds to the average contribution of each resident in the municipality to the added value in the different economic sectors. In 2018, Brazil’s GDP per capita was BRL 33,593.82 (<xref ref-type="bibr" rid="B26">IBGE, 2020</xref>).</p>
				<p>The data reveal that, in the 13 geographic regions, the most populous city also presents human development and GATI indicators significantly higher than the less transparent municipality, which, in turn, presents much lower indicators.</p>
				<p>In nine regions, the GATI of the most transparent municipality corresponds to more than four times that of the most opaque. In seven regions, the value of GDP per capita corresponds to more than double that of the municipality with the lowest GATI. Only in the Uberaba IGR, the least transparent municipality (Fronteira) has a GDP per capita higher than that of the most populous. In eight IGRs, the least transparent municipalities have MHDI and FMDI among the lowest in the state.</p>
				<p>These results, which link higher socioeconomic and human development indices to positive impacts on levels of municipal transparency, reinforce those presented by <xref ref-type="bibr" rid="B1">Alcaide-Muñoz et al. (2016</xref>); <xref ref-type="bibr" rid="B6">Batista (2017</xref>); <xref ref-type="bibr" rid="B10">Comin, Ramos, Zucchi, Favretto and Fachi (2016</xref>); <xref ref-type="bibr" rid="B27">Jacques, Quintana and Macagnan (2013</xref>); <xref ref-type="bibr" rid="B31">Lowatcharin and Menifield (2015</xref>); <xref ref-type="bibr" rid="B46">Sell et al. (2018</xref>); <xref ref-type="bibr" rid="B47">Serrano-Cinca, Rueda-Tomás and Portillo-Tarragona (2009</xref>); <xref ref-type="bibr" rid="B48">Silva and Bruni (2019</xref>) and <xref ref-type="bibr" rid="B50">Tavares and Cruz (2020</xref>).</p>
				<p>The most relevant finding of this research - which opposes the trend indicated by the literature - is the high level of transparency achieved by small municipalities. Of the 35 municipalities with the highest ranking in the ranking (GATI ≥ 60), 22 have a population of less than 50 thousand inhabitants. <xref ref-type="table" rid="t7">Table 3</xref> shows the nine most transparent municipalities in this population range, with GATI ≥ 70 points, its position in the general ranking and respective indicators.</p>
				<p>
					<table-wrap id="t7">
						<label>Table 3</label>
						<caption>
							<title>Municipalities with less than 50 thousand inhabitants and GATI ≥ 70</title>
						</caption>
						<table frame="hsides" rules="groups">
							<colgroup>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
							</colgroup>
							<thead>
								<tr>
									<th align="center">MUNICIPALITY</th>
									<th align="center">IGR</th>
									<th align="center">POS.</th>
									<th align="center">POP.</th>
									<th align="center">GATI</th>
									<th align="center">MHDI (2010)</th>
									<th align="center">FMDI (2014)</th>
									<th align="center">GDP PER CAPITA (BRL) (2017)</th>
								</tr>
							</thead>
							<tbody>
								<tr>
									<td align="center">Simonésia</td>
									<td align="center">JUF</td>
									<td align="center"> 2º</td>
									<td align="center">19,528</td>
									<td align="center">96</td>
									<td align="center">0.632</td>
									<td align="center">0.5815</td>
									<td align="center">9,696.43</td>
								</tr>
								<tr>
									<td align="center">Espera Feliz</td>
									<td align="center">JUF</td>
									<td align="center"> 3º</td>
									<td align="center">24,773</td>
									<td align="center">96</td>
									<td align="center">0.663</td>
									<td align="center">0.6615</td>
									<td align="center">15,947.82</td>
								</tr>
								<tr>
									<td align="center">Taiobeiras</td>
									<td align="center">MOC</td>
									<td align="center"> 4º</td>
									<td align="center">33,858</td>
									<td align="center">92</td>
									<td align="center">0.670</td>
									<td align="center">0.6982</td>
									<td align="center">12,995.29</td>
								</tr>
								<tr>
									<td align="center">Lajinha</td>
									<td align="center">JUF</td>
									<td align="center"> 5º</td>
									<td align="center">19,928</td>
									<td align="center">92</td>
									<td align="center">0.661</td>
									<td align="center">0.6868</td>
									<td align="center">15,429.37</td>
								</tr>
								<tr>
									<td align="center">Rio Piracicaba</td>
									<td align="center">IPA</td>
									<td align="center"> 7º</td>
									<td align="center">14,346</td>
									<td align="center">83</td>
									<td align="center">0.685</td>
									<td align="center">0.6557</td>
									<td align="center">34,935.30</td>
								</tr>
								<tr>
									<td align="center">S. Domingos do Prata</td>
									<td align="center">IPA</td>
									<td align="center"> 9º</td>
									<td align="center">17,393</td>
									<td align="center">80</td>
									<td align="center">0.690</td>
									<td align="center">0.6383</td>
									<td align="center">13,557.94</td>
								</tr>
								<tr>
									<td align="center">Resplendor</td>
									<td align="center">GOV</td>
									<td align="center">12º</td>
									<td align="center">17,398</td>
									<td align="center">77</td>
									<td align="center">0.670</td>
									<td align="center">0.6211</td>
									<td align="center">12,525.82</td>
								</tr>
								<tr>
									<td align="center">Extrema</td>
									<td align="center">POA</td>
									<td align="center">13º</td>
									<td align="center">35,474</td>
									<td align="center">76</td>
									<td align="center">0.732</td>
									<td align="center">0.8357</td>
									<td align="center">219,239.07</td>
								</tr>
								<tr>
									<td align="center">Caeté</td>
									<td align="center">BHZ</td>
									<td align="center">15º</td>
									<td align="center">44,377</td>
									<td align="center">72</td>
									<td align="center">0.728</td>
									<td align="center">0.6867</td>
									<td align="center">13,021.84</td>
								</tr>
							</tbody>
						</table>
						<table-wrap-foot>
							<fn id="TFN7">
								<p>Source: Elaborated by the authors based on <xref ref-type="bibr" rid="B17">FIRJAN (2018)</xref>, <xref ref-type="bibr" rid="B25">IBGE (2018)</xref> and UNDP, IPEA and <xref ref-type="bibr" rid="B19">FJP (2020)</xref>.</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
				<p>Except for the municipalities of Extrema, with the 2<sup>nd</sup> highest GDP per capita in the state and high MHDI and FMDI, and Rio Piracicaba, whose GDP is also much higher than that of the other municipalities, all others have low socioeconomic and human development indicators. The GATI of these municipalities exceeds that of 38 others in the sample whose population is over 50 thousand inhabitants; among them, 18 with more than 100 thousand people.</p>
			</sec>
			<sec sec-type="conclusions">
				<title>FINAL CONSIDERATIONS</title>
				<p>In general, the results reveal very low levels of active transparency in the municipalities of Minas Gerais, with a general average weighted by the population of 58.9. The 92% amplitude of GATI scores raises questions about other factors that determine transparency at the municipal level, such as party affiliation, neighborhood effect, associativism, bureaucratic capacity and others, pointed out by other researches, such as the one carried out by <xref ref-type="bibr" rid="B6">Batista (2017</xref>).</p>
				<p>One of the limitations of this research is the evaluation restricted to active transparency. In this modality of transparency, information and open data can be selected and “sanitized” through the mediation of public managers, as noted by <xref ref-type="bibr" rid="B35">Michener et al. (2018</xref>, p. 611).</p>
				<p>Research in Gaúchos municipalities, conducted by Santos and Visentini (2018), also concludes that data made available in active transparency goes through an administrative filter, compromising the effectiveness of AIL. In this case, studies are suggested to assess passive transparency, mainly in small municipalities, which are still scarce in the literature on transparency.</p>
				<p>Although important, the socioeconomic situation is not the only factor to be taken into account for the analysis of transparency at the municipal level. The methodology used in this research does not allow to deduce the explanatory variables or determinants that would impact on the GATI of all evaluated municipalities, although the socioeconomic and human development indicators of the more and less transparent administrations point to this causal relationship. It is also suggested to carry out studies with this focus.</p>
				<p>Public transparency, in addition to providing and accessing information, comprises disclosing it in a complete, relevant, reliable, pertinent and timely manner (<xref ref-type="bibr" rid="B23">Grau, 2005</xref>). This is another promising field for qualitative research, whose core is in the investigation of language adequacy, organization and updating of information, which impact transparency.</p>
				<p>The main finding of this research raises questions of great relevance. What are the explanatory factors for the high transparency of 22 municipalities with a population of less than 50 thousand inhabitants, who reach a GATI of more than 60 points? Qualitative studies, based on interviews with managers and employees in the areas of management and information and communication technology, become essential to investigate the causes of the positive performance of transparency levels in these small municipalities.</p>
				<p>Why do cities with more precarious administrative structures and scarce human and financial resources have good levels of transparency? What is the role of public managers in achieving these results? A better understanding of this phenomenon is essential for greater inspection by organized civil society and control bodies, which would result in increased public transparency at the local level. These investigations are still rare in the academic literature.</p>
				<p>The results of this research are expected to subsidize policies and actions of municipal managers aimed at opening information and promoting public transparency, both in information management and in adapting official portals to legal requirements.</p>
			</sec>
		</body>
		<back>
			<ack>
				<title>ACKNOWLEDGEMENTS</title>
				<p>This research was carried out with the support of the Coordination for the Improvement of Higher Education Personnel (CAPES) - Financing Code 001.</p>
			</ack>
			<fn-group>
				<fn fn-type="other" id="fn10">
					<p>[Translated version] Note: All quotes in English translated by this article’s translator.</p>
				</fn>
			</fn-group>
			<app-group>
				<app id="app2">
					<label>APPENDIX</label>
					<p>
						<table-wrap id="t8">
							<label>Table A</label>
							<caption>
								<title>GATO general ranking of sampled municipalities</title>
							</caption>
							<table frame="hsides" rules="groups">
								<colgroup>
									<col span="2"/>
									<col/>
									<col/>
									<col/>
								</colgroup>
								<thead>
									<tr>
										<th align="center" colspan="2">MUNICÍPALITY</th>
										<th align="center">IGR</th>
										<th align="center">POP.</th>
										<th align="center">GATI</th>
									</tr>
								</thead>
								<tbody>
									<tr>
										<td align="center">1</td>
										<td align="left">Belo Horizonte</td>
										<td align="center">BHZ</td>
										<td align="center">2,501,576</td>
										<td align="center">96</td>
									</tr>
									<tr>
										<td align="center">2</td>
										<td align="left">Simonésia</td>
										<td align="center">JUF</td>
										<td align="center">19,528</td>
										<td align="center">96</td>
									</tr>
									<tr>
										<td align="center">3</td>
										<td align="left">Espera Feliz</td>
										<td align="center">JUF</td>
										<td align="center">24,773</td>
										<td align="center">96</td>
									</tr>
									<tr>
										<td align="center">4</td>
										<td align="left">Taiobeiras</td>
										<td align="center">MOC</td>
										<td align="center">33,858</td>
										<td align="center">92</td>
									</tr>
									<tr>
										<td align="center">5</td>
										<td align="left">Lajinha</td>
										<td align="center">JUF</td>
										<td align="center">19,928</td>
										<td align="center">92</td>
									</tr>
									<tr>
										<td align="center">6</td>
										<td align="left">Contagem</td>
										<td align="center">BHZ</td>
										<td align="center">659,070</td>
										<td align="center">84</td>
									</tr>
									<tr>
										<td align="center">7</td>
										<td align="left">Rio Piracicaba</td>
										<td align="center">IPA</td>
										<td align="center">14,346</td>
										<td align="center">83</td>
									</tr>
									<tr>
										<td align="center">8</td>
										<td align="left">Sete Lagoas</td>
										<td align="center">BHZ</td>
										<td align="center">237,286</td>
										<td align="center">80</td>
									</tr>
									<tr>
										<td align="center">9</td>
										<td align="left">São Domingos do Prata</td>
										<td align="center">IPA</td>
										<td align="center">17,393</td>
										<td align="center">80</td>
									</tr>
									<tr>
										<td align="center">10</td>
										<td align="left">João Monlevade</td>
										<td align="center">IPA</td>
										<td align="center">79,387</td>
										<td align="center">79</td>
									</tr>
									<tr>
										<td align="center">11</td>
										<td align="left">Três Corações</td>
										<td align="center">VAR</td>
										<td align="center">78,913</td>
										<td align="center">79</td>
									</tr>
									<tr>
										<td align="center">12</td>
										<td align="left">Resplendor</td>
										<td align="center">GOV</td>
										<td align="center">17,398</td>
										<td align="center">77</td>
									</tr>
									<tr>
										<td align="center">13</td>
										<td align="left">Extrema</td>
										<td align="center">POA</td>
										<td align="center">35,474</td>
										<td align="center">76</td>
									</tr>
									<tr>
										<td align="center">14</td>
										<td align="left">Pouso Alegre</td>
										<td align="center">POA</td>
										<td align="center">148,862</td>
										<td align="center">73</td>
									</tr>
									<tr>
										<td align="center">15</td>
										<td align="left">Caeté</td>
										<td align="center">BHZ</td>
										<td align="center">44,377</td>
										<td align="center">72</td>
									</tr>
									<tr>
										<td align="center">16</td>
										<td align="left">Itabirito</td>
										<td align="center">BHZ</td>
										<td align="center">51,281</td>
										<td align="center">72</td>
									</tr>
									<tr>
										<td align="center">17</td>
										<td align="left">Varginha</td>
										<td align="center">VAR</td>
										<td align="center">134,477</td>
										<td align="center">71</td>
									</tr>
									<tr>
										<td align="center">18</td>
										<td align="left">Alfenas</td>
										<td align="center">VAR</td>
										<td align="center">79,481</td>
										<td align="center">70</td>
									</tr>
									<tr>
										<td align="center">19</td>
										<td align="left">Araçuaí</td>
										<td align="center">TEO</td>
										<td align="center">36,705</td>
										<td align="center">69</td>
									</tr>
									<tr>
										<td align="center">20</td>
										<td align="left">Machado</td>
										<td align="center">VAR</td>
										<td align="center">41,844</td>
										<td align="center">69</td>
									</tr>
									<tr>
										<td align="center">21</td>
										<td align="left">Monte S. de Minas</td>
										<td align="center">VAR</td>
										<td align="center">21,534</td>
										<td align="center">68</td>
									</tr>
									<tr>
										<td align="center">22</td>
										<td align="left">Ipaba</td>
										<td align="center">IPA</td>
										<td align="center">18,438</td>
										<td align="center">67</td>
									</tr>
									<tr>
										<td align="center">23</td>
										<td align="left">Belo Oriente</td>
										<td align="center">IPA</td>
										<td align="center">26,396</td>
										<td align="center">67</td>
									</tr>
									<tr>
										<td align="center">24</td>
										<td align="left">Montes Claros</td>
										<td align="center">MOC</td>
										<td align="center">404,804</td>
										<td align="center">66</td>
									</tr>
									<tr>
										<td align="center">25</td>
										<td align="left">Brumadinho</td>
										<td align="center">BHZ</td>
										<td align="center">39,520</td>
										<td align="center">65</td>
									</tr>
									<tr>
										<td align="center">26</td>
										<td align="left">São Romão</td>
										<td align="center">MOC</td>
										<td align="center">12,139</td>
										<td align="center">64</td>
									</tr>
									<tr>
										<td align="center">27</td>
										<td align="left">Ervália</td>
										<td align="center">JUF</td>
										<td align="center">18,829</td>
										<td align="center">64</td>
									</tr>
									<tr>
										<td align="center">28</td>
										<td align="left">Jaboticatubas</td>
										<td align="center">BHZ</td>
										<td align="center">19,858</td>
										<td align="center">63</td>
									</tr>
									<tr>
										<td align="center">29</td>
										<td align="left">Carmo de Minas</td>
										<td align="center">POA</td>
										<td align="center">14,769</td>
										<td align="center">63</td>
									</tr>
									<tr>
										<td align="center">30</td>
										<td align="left">Rio Pomba</td>
										<td align="center">JUF</td>
										<td align="center">17,858</td>
										<td align="center">62</td>
									</tr>
									<tr>
										<td align="center">31</td>
										<td align="left">Bocaiúva</td>
										<td align="center">MOC</td>
										<td align="center">49,942</td>
										<td align="center">61</td>
									</tr>
									<tr>
										<td align="center">32</td>
										<td align="left">Vespasiano</td>
										<td align="center">BHZ</td>
										<td align="center">125,376</td>
										<td align="center">61</td>
									</tr>
									<tr>
										<td align="center">33</td>
										<td align="left">Uberaba</td>
										<td align="center">UBR</td>
										<td align="center">330,361</td>
										<td align="center">60</td>
									</tr>
									<tr>
										<td align="center">34</td>
										<td align="left">Sabinópolis</td>
										<td align="center">GOV</td>
										<td align="center">15,525</td>
										<td align="center">60</td>
									</tr>
									<tr>
										<td align="center">35</td>
										<td align="left">Juiz de Fora</td>
										<td align="center">JUF</td>
										<td align="center">564,310</td>
										<td align="center">60</td>
									</tr>
									<tr>
										<td align="center">36</td>
										<td align="left">São Lourenço</td>
										<td align="center">POA</td>
										<td align="center">45,488</td>
										<td align="center">59</td>
									</tr>
									<tr>
										<td align="center">37</td>
										<td align="left">Barbacena</td>
										<td align="center">BAR</td>
										<td align="center">136,392</td>
										<td align="center">58</td>
									</tr>
									<tr>
										<td align="center">38</td>
										<td align="left">Jacutinga</td>
										<td align="center">POA</td>
										<td align="center">25,684</td>
										<td align="center">57</td>
									</tr>
									<tr>
										<td align="center">39</td>
										<td align="left">Itamarandiba</td>
										<td align="center">TEO</td>
										<td align="center">34,527</td>
										<td align="center">56</td>
									</tr>
									<tr>
										<td align="center">40</td>
										<td align="left">São João del-Rei</td>
										<td align="center">BAR</td>
										<td align="center">89,653</td>
										<td align="center">55</td>
									</tr>
									<tr>
										<td align="center">41</td>
										<td align="left">Caratinga</td>
										<td align="center">IPA</td>
										<td align="center">91,503</td>
										<td align="center">55</td>
									</tr>
									<tr>
										<td align="center">42</td>
										<td align="left">Conceição dos Ouros</td>
										<td align="center">POA</td>
										<td align="center">11,525</td>
										<td align="center">54</td>
									</tr>
									<tr>
										<td align="center">43</td>
										<td align="left">Ouro Preto</td>
										<td align="center">BHZ</td>
										<td align="center">73,994</td>
										<td align="center">54</td>
									</tr>
									<tr>
										<td align="center">44</td>
										<td align="left">Guanhães</td>
										<td align="center">GOV</td>
										<td align="center">34,057</td>
										<td align="center">53</td>
									</tr>
									<tr>
										<td align="center">45</td>
										<td align="left">Capitão Enéas</td>
										<td align="center">MOC</td>
										<td align="center">15,153</td>
										<td align="center">53</td>
									</tr>
									<tr>
										<td align="center">46</td>
										<td align="left">S. Antônio do Jacinto</td>
										<td align="center">TEO</td>
										<td align="center">11,677</td>
										<td align="center">53</td>
									</tr>
									<tr>
										<td align="center">47</td>
										<td align="left">Felixlândia</td>
										<td align="center">BHZ</td>
										<td align="center">15,235</td>
										<td align="center">53</td>
									</tr>
									<tr>
										<td align="center">48</td>
										<td align="left">Nova Serrana</td>
										<td align="center">DIV</td>
										<td align="center">99,770</td>
										<td align="center">53</td>
									</tr>
									<tr>
										<td align="center">49</td>
										<td align="left">Gov. Valadares</td>
										<td align="center">GOV</td>
										<td align="center">278,685</td>
										<td align="center">52</td>
									</tr>
									<tr>
										<td align="center">50</td>
										<td align="left">São João do Paraíso</td>
										<td align="center">MOC</td>
										<td align="center">23,524</td>
										<td align="center">51</td>
									</tr>
									<tr>
										<td align="center">51</td>
										<td align="left">Jequitinhonha</td>
										<td align="center">TEO</td>
										<td align="center">25,305</td>
										<td align="center">51</td>
									</tr>
									<tr>
										<td align="center">52</td>
										<td align="left">Pará de Minas</td>
										<td align="center">DIV</td>
										<td align="center">93,101</td>
										<td align="center">51</td>
									</tr>
									<tr>
										<td align="center">53</td>
										<td align="left">Entre Rios de Minas</td>
										<td align="center">BAR</td>
										<td align="center">15,214</td>
										<td align="center">51</td>
									</tr>
									<tr>
										<td align="center">54</td>
										<td align="left">Perdizes</td>
										<td align="center">UBR</td>
										<td align="center">16,009</td>
										<td align="center">51</td>
									</tr>
									<tr>
										<td align="center">55</td>
										<td align="left">Carmo do Rio Claro</td>
										<td align="center">VAR</td>
										<td align="center">21,180</td>
										<td align="center">50</td>
									</tr>
									<tr>
										<td align="center">56</td>
										<td align="left">Ribeirão das Neves</td>
										<td align="center">BHZ</td>
										<td align="center">331,045</td>
										<td align="center">49</td>
									</tr>
									<tr>
										<td align="center">57</td>
										<td align="left">Pirapora</td>
										<td align="center">MOC</td>
										<td align="center">56,208</td>
										<td align="center">49</td>
									</tr>
									<tr>
										<td align="center">58</td>
										<td align="left">Nova Resende</td>
										<td align="center">VAR</td>
										<td align="center">16,610</td>
										<td align="center">48</td>
									</tr>
									<tr>
										<td align="center">59</td>
										<td align="left">Conceição da Aparecida</td>
										<td align="center">VAR</td>
										<td align="center">10,261</td>
										<td align="center">48</td>
									</tr>
									<tr>
										<td align="center">60</td>
										<td align="left">Turmalina</td>
										<td align="center">TEO</td>
										<td align="center">19,797</td>
										<td align="center">48</td>
									</tr>
									<tr>
										<td align="center">61</td>
										<td align="left">Uberlândia</td>
										<td align="center">UBL</td>
										<td align="center">683,247</td>
										<td align="center">48</td>
									</tr>
									<tr>
										<td align="center">62</td>
										<td align="left">Icaraí de Minas</td>
										<td align="center">MOC</td>
										<td align="center">11,879</td>
										<td align="center">48</td>
									</tr>
									<tr>
										<td align="center">63</td>
										<td align="left">Lima Duarte</td>
										<td align="center">JUF</td>
										<td align="center">16,671</td>
										<td align="center">47</td>
									</tr>
									<tr>
										<td align="center">64</td>
										<td align="left">Virgem da Lapa</td>
										<td align="center">TEO</td>
										<td align="center">13,764</td>
										<td align="center">47</td>
									</tr>
									<tr>
										<td align="center">65</td>
										<td align="left">S. G. do Sapucaí</td>
										<td align="center">VAR</td>
										<td align="center">25,332</td>
										<td align="center">47</td>
									</tr>
									<tr>
										<td align="center">66</td>
										<td align="left">Frutal</td>
										<td align="center">UBR</td>
										<td align="center">58,962</td>
										<td align="center">47</td>
									</tr>
									<tr>
										<td align="center">67</td>
										<td align="left">Água Boa</td>
										<td align="center">TEO</td>
										<td align="center">13,600</td>
										<td align="center">47</td>
									</tr>
									<tr>
										<td align="center">68</td>
										<td align="left">São Tiago</td>
										<td align="center">BAR</td>
										<td align="center">10,922</td>
										<td align="center">47</td>
									</tr>
									<tr>
										<td align="center">69</td>
										<td align="left">Ubá</td>
										<td align="center">JUF</td>
										<td align="center">114,265</td>
										<td align="center">46</td>
									</tr>
									<tr>
										<td align="center">70</td>
										<td align="left">Matozinhos</td>
										<td align="center">BHZ</td>
										<td align="center">37,473</td>
										<td align="center">45</td>
									</tr>
									<tr>
										<td align="center">71</td>
										<td align="left">Bom Jesus do Galho</td>
										<td align="center">IPA</td>
										<td align="center">15,010</td>
										<td align="center">45</td>
									</tr>
									<tr>
										<td align="center">72</td>
										<td align="left">S. G. do Rio Abaixo</td>
										<td align="center">IPA</td>
										<td align="center">10,818</td>
										<td align="center">45</td>
									</tr>
									<tr>
										<td align="center">73</td>
										<td align="left">Leopoldina</td>
										<td align="center">JUF</td>
										<td align="center">52,532</td>
										<td align="center">45</td>
									</tr>
									<tr>
										<td align="center">74</td>
										<td align="left">Nepomuceno</td>
										<td align="center">VAR</td>
										<td align="center">26,709</td>
										<td align="center">45</td>
									</tr>
									<tr>
										<td align="center">75</td>
										<td align="left">Muriaé</td>
										<td align="center">JUF</td>
										<td align="center">108,113</td>
										<td align="center">44</td>
									</tr>
									<tr>
										<td align="center">76</td>
										<td align="left">Três Pontas</td>
										<td align="center">VAR</td>
										<td align="center">56,546</td>
										<td align="center">44</td>
									</tr>
									<tr>
										<td align="center">77</td>
										<td align="left">Cabo Verde</td>
										<td align="center">VAR</td>
										<td align="center">14,075</td>
										<td align="center">44</td>
									</tr>
									<tr>
										<td align="center">78</td>
										<td align="left">S. João Nepomuceno</td>
										<td align="center">JUF</td>
										<td align="center">26,272</td>
										<td align="center">44</td>
									</tr>
									<tr>
										<td align="center">79</td>
										<td align="left">Pedras Maria da Cruz</td>
										<td align="center">MOC</td>
										<td align="center">11,453</td>
										<td align="center">44</td>
									</tr>
									<tr>
										<td align="center">80</td>
										<td align="left">Porto Firme</td>
										<td align="center">JUF</td>
										<td align="center">11,208</td>
										<td align="center">44</td>
									</tr>
									<tr>
										<td align="center">81</td>
										<td align="left">Paraopeba</td>
										<td align="center">BHZ</td>
										<td align="center">24,375</td>
										<td align="center">44</td>
									</tr>
									<tr>
										<td align="center">82</td>
										<td align="left">Diamantina</td>
										<td align="center">TEO</td>
										<td align="center">47,617</td>
										<td align="center">43</td>
									</tr>
									<tr>
										<td align="center">83</td>
										<td align="left">Poço Fundo</td>
										<td align="center">VAR</td>
										<td align="center">16,734</td>
										<td align="center">43</td>
									</tr>
									<tr>
										<td align="center">84</td>
										<td align="left">Campos Gerais</td>
										<td align="center">VAR</td>
										<td align="center">28,703</td>
										<td align="center">43</td>
									</tr>
									<tr>
										<td align="center">85</td>
										<td align="left">Brazópolis</td>
										<td align="center">POA</td>
										<td align="center">14,508</td>
										<td align="center">42</td>
									</tr>
									<tr>
										<td align="center">86</td>
										<td align="left">Arceburgo</td>
										<td align="center">VAR</td>
										<td align="center">10,657</td>
										<td align="center">42</td>
									</tr>
									<tr>
										<td align="center">87</td>
										<td align="left">Grão Mogol</td>
										<td align="center">MOC</td>
										<td align="center">15,779</td>
										<td align="center">42</td>
									</tr>
									<tr>
										<td align="center">88</td>
										<td align="left">Manhuaçu</td>
										<td align="center">JUF</td>
										<td align="center">89,256</td>
										<td align="center">42</td>
									</tr>
									<tr>
										<td align="center">89</td>
										<td align="left">Pompéu</td>
										<td align="center">DIV</td>
										<td align="center">31,583</td>
										<td align="center">40</td>
									</tr>
									<tr>
										<td align="center">90</td>
										<td align="left">Ouro Branco</td>
										<td align="center">BAR</td>
										<td align="center">39,121</td>
										<td align="center">40</td>
									</tr>
									<tr>
										<td align="center">91</td>
										<td align="left">Arinos</td>
										<td align="center">PAT</td>
										<td align="center">17,888</td>
										<td align="center">40</td>
									</tr>
									<tr>
										<td align="center">92</td>
										<td align="left">Malacacheta</td>
										<td align="center">TEO</td>
										<td align="center">18,700</td>
										<td align="center">40</td>
									</tr>
									<tr>
										<td align="center">93</td>
										<td align="left">Piranga</td>
										<td align="center">BAR</td>
										<td align="center">17,618</td>
										<td align="center">40</td>
									</tr>
									<tr>
										<td align="center">94</td>
										<td align="left">S. J. do Manhuaçu</td>
										<td align="center">JUF</td>
										<td align="center">11,440</td>
										<td align="center">40</td>
									</tr>
									<tr>
										<td align="center">95</td>
										<td align="left">Rio Acima</td>
										<td align="center">BHZ</td>
										<td align="center">10,203</td>
										<td align="center">39</td>
									</tr>
									<tr>
										<td align="center">96</td>
										<td align="left">Eugenópolis</td>
										<td align="center">JUF</td>
										<td align="center">11,218</td>
										<td align="center">39</td>
									</tr>
									<tr>
										<td align="center">97</td>
										<td align="left">Bom Despacho</td>
										<td align="center">DIV</td>
										<td align="center">50,166</td>
										<td align="center">39</td>
									</tr>
									<tr>
										<td align="center">98</td>
										<td align="left">Pedralva</td>
										<td align="center">POA</td>
										<td align="center">11,246</td>
										<td align="center">39</td>
									</tr>
									<tr>
										<td align="center">99</td>
										<td align="left">Aimorés</td>
										<td align="center">GOV</td>
										<td align="center">25,193</td>
										<td align="center">39</td>
									</tr>
									<tr>
										<td align="center">100</td>
										<td align="left">Jequeri</td>
										<td align="center">JUF</td>
										<td align="center">12,460</td>
										<td align="center">39</td>
									</tr>
									<tr>
										<td align="center">101</td>
										<td align="left">Piraúba</td>
										<td align="center">JUF</td>
										<td align="center">10,816</td>
										<td align="center">38</td>
									</tr>
									<tr>
										<td align="center">102</td>
										<td align="left">Itanhomi</td>
										<td align="center">GOV</td>
										<td align="center">12,212</td>
										<td align="center">38</td>
									</tr>
									<tr>
										<td align="center">103</td>
										<td align="left">Chapada do Norte</td>
										<td align="center">TEO</td>
										<td align="center">15,368</td>
										<td align="center">38</td>
									</tr>
									<tr>
										<td align="center">104</td>
										<td align="left">Ipatinga</td>
										<td align="center">IPA</td>
										<td align="center">261,344</td>
										<td align="center">38</td>
									</tr>
									<tr>
										<td align="center">105</td>
										<td align="left">Engenheiro Caldas</td>
										<td align="center">GOV</td>
										<td align="center">11,064</td>
										<td align="center">38</td>
									</tr>
									<tr>
										<td align="center">106</td>
										<td align="left">São Francisco</td>
										<td align="center">MOC</td>
										<td align="center">56,163</td>
										<td align="center">38</td>
									</tr>
									<tr>
										<td align="center">107</td>
										<td align="left">Lagoa Santa</td>
										<td align="center">BHZ</td>
										<td align="center">63,359</td>
										<td align="center">37</td>
									</tr>
									<tr>
										<td align="center">108</td>
										<td align="left">João Pinheiro</td>
										<td align="center">PAT</td>
										<td align="center">48,561</td>
										<td align="center">37</td>
									</tr>
									<tr>
										<td align="center">109</td>
										<td align="left">Muzambinho</td>
										<td align="center">VAR</td>
										<td align="center">20,594</td>
										<td align="center">37</td>
									</tr>
									<tr>
										<td align="center">110</td>
										<td align="left">Guaraciaba</td>
										<td align="center">JUF</td>
										<td align="center">10,333</td>
										<td align="center">36</td>
									</tr>
									<tr>
										<td align="center">111</td>
										<td align="left">Juruaia</td>
										<td align="center">VAR</td>
										<td align="center">10,441</td>
										<td align="center">36</td>
									</tr>
									<tr>
										<td align="center">112</td>
										<td align="left">Pitangui</td>
										<td align="center">DIV</td>
										<td align="center">27,755</td>
										<td align="center">36</td>
									</tr>
									<tr>
										<td align="center">113</td>
										<td align="left">Carmo da Cachoeira</td>
										<td align="center">VAR</td>
										<td align="center">12,158</td>
										<td align="center">36</td>
									</tr>
									<tr>
										<td align="center">114</td>
										<td align="left">Centralina</td>
										<td align="center">UBL</td>
										<td align="center">10,425</td>
										<td align="center">35</td>
									</tr>
									<tr>
										<td align="center">115</td>
										<td align="left">Juatuba</td>
										<td align="center">BHZ</td>
										<td align="center">26,484</td>
										<td align="center">35</td>
									</tr>
									<tr>
										<td align="center">116</td>
										<td align="left">Carmo da Mata</td>
										<td align="center">DIV</td>
										<td align="center">11,439</td>
										<td align="center">35</td>
									</tr>
									<tr>
										<td align="center">117</td>
										<td align="left">Cruzília</td>
										<td align="center">POA</td>
										<td align="center">15,358</td>
										<td align="center">34</td>
									</tr>
									<tr>
										<td align="center">118</td>
										<td align="left">Ilicínea</td>
										<td align="center">VAR</td>
										<td align="center">12,303</td>
										<td align="center">34</td>
									</tr>
									<tr>
										<td align="center">119</td>
										<td align="left">Raposos</td>
										<td align="center">BHZ</td>
										<td align="center">16,277</td>
										<td align="center">34</td>
									</tr>
									<tr>
										<td align="center">120</td>
										<td align="left">S. Maria de Itabira</td>
										<td align="center">BHZ</td>
										<td align="center">10,836</td>
										<td align="center">34</td>
									</tr>
									<tr>
										<td align="center">121</td>
										<td align="left">Divisópolis</td>
										<td align="center">TEO</td>
										<td align="center">10,820</td>
										<td align="center">34</td>
									</tr>
									<tr>
										<td align="center">122</td>
										<td align="left">Borda da Mata</td>
										<td align="center">POA</td>
										<td align="center">19,202</td>
										<td align="center">34</td>
									</tr>
									<tr>
										<td align="center">123</td>
										<td align="left">Carmópolis de Minas</td>
										<td align="center">DIV</td>
										<td align="center">19,144</td>
										<td align="center">34</td>
									</tr>
									<tr>
										<td align="center">124</td>
										<td align="left">Caetanópolis</td>
										<td align="center">BHZ</td>
										<td align="center">11,495</td>
										<td align="center">33</td>
									</tr>
									<tr>
										<td align="center">125</td>
										<td align="left">Manga</td>
										<td align="center">MOC</td>
										<td align="center">18,594</td>
										<td align="center">33</td>
									</tr>
									<tr>
										<td align="center">126</td>
										<td align="left">Bonito de Minas</td>
										<td align="center">MOC</td>
										<td align="center">11,088</td>
										<td align="center">33</td>
									</tr>
									<tr>
										<td align="center">127</td>
										<td align="left">Salinas</td>
										<td align="center">MOC</td>
										<td align="center">41,349</td>
										<td align="center">32</td>
									</tr>
									<tr>
										<td align="center">128</td>
										<td align="left">Congonhal</td>
										<td align="center">POA</td>
										<td align="center">11,813</td>
										<td align="center">32</td>
									</tr>
									<tr>
										<td align="center">129</td>
										<td align="left">São João da Ponte</td>
										<td align="center">MOC</td>
										<td align="center">25,235</td>
										<td align="center">32</td>
									</tr>
									<tr>
										<td align="center">130</td>
										<td align="left">Itinga</td>
										<td align="center">TEO</td>
										<td align="center">14,956</td>
										<td align="center">31</td>
									</tr>
									<tr>
										<td align="center">131</td>
										<td align="left">Igaratinga</td>
										<td align="center">DIV</td>
										<td align="center">10,709</td>
										<td align="center">31</td>
									</tr>
									<tr>
										<td align="center">132</td>
										<td align="left">Gouveia</td>
										<td align="center">TEO</td>
										<td align="center">11,833</td>
										<td align="center">31</td>
									</tr>
									<tr>
										<td align="center">133</td>
										<td align="left">Caxambu</td>
										<td align="center">POA</td>
										<td align="center">21,703</td>
										<td align="center">31</td>
									</tr>
									<tr>
										<td align="center">134</td>
										<td align="left">Mateus Leme</td>
										<td align="center">BHZ</td>
										<td align="center">30,798</td>
										<td align="center">30</td>
									</tr>
									<tr>
										<td align="center">135</td>
										<td align="left">Divinópolis</td>
										<td align="center">DIV</td>
										<td align="center">235,977</td>
										<td align="center">30</td>
									</tr>
									<tr>
										<td align="center">136</td>
										<td align="left">Patos de Minas</td>
										<td align="center">PAT</td>
										<td align="center">150,833</td>
										<td align="center">30</td>
									</tr>
									<tr>
										<td align="center">137</td>
										<td align="left">Paraisópolis</td>
										<td align="center">POA</td>
										<td align="center">20,940</td>
										<td align="center">30</td>
									</tr>
									<tr>
										<td align="center">138</td>
										<td align="left">Itamonte</td>
										<td align="center">POA</td>
										<td align="center">15,440</td>
										<td align="center">30</td>
									</tr>
									<tr>
										<td align="center">139</td>
										<td align="left">Camanducaia</td>
										<td align="center">POA</td>
										<td align="center">21,738</td>
										<td align="center">30</td>
									</tr>
									<tr>
										<td align="center">140</td>
										<td align="left">Matipó</td>
										<td align="center">JUF</td>
										<td align="center">18,808</td>
										<td align="center">30</td>
									</tr>
									<tr>
										<td align="center">141</td>
										<td align="left">Alto Rio Doce</td>
										<td align="center">BAR</td>
										<td align="center">11,146</td>
										<td align="center">29</td>
									</tr>
									<tr>
										<td align="center">142</td>
										<td align="left">Itatiaiuçu</td>
										<td align="center">DIV</td>
										<td align="center">11,037</td>
										<td align="center">29</td>
									</tr>
									<tr>
										<td align="center">143</td>
										<td align="left">Luz</td>
										<td align="center">DIV</td>
										<td align="center">18,172</td>
										<td align="center">29</td>
									</tr>
									<tr>
										<td align="center">144</td>
										<td align="left">Carmo do Cajuru</td>
										<td align="center">DIV</td>
										<td align="center">22,257</td>
										<td align="center">29</td>
									</tr>
									<tr>
										<td align="center">145</td>
										<td align="left">São Gonçalo do Pará</td>
										<td align="center">DIV</td>
										<td align="center">12,218</td>
										<td align="center">29</td>
									</tr>
									<tr>
										<td align="center">146</td>
										<td align="left">Campanha</td>
										<td align="center">VAR</td>
										<td align="center">16,565</td>
										<td align="center">29</td>
									</tr>
									<tr>
										<td align="center">147</td>
										<td align="left">Serra do Salitre</td>
										<td align="center">PAT</td>
										<td align="center">11,493</td>
										<td align="center">29</td>
									</tr>
									<tr>
										<td align="center">148</td>
										<td align="left">Varzelândia</td>
										<td align="center">MOC</td>
										<td align="center">19,335</td>
										<td align="center">28</td>
									</tr>
									<tr>
										<td align="center">149</td>
										<td align="left">Francisco Sá</td>
										<td align="center">MOC</td>
										<td align="center">26,181</td>
										<td align="center">28</td>
									</tr>
									<tr>
										<td align="center">150</td>
										<td align="left">Coração de Jesus</td>
										<td align="center">MOC</td>
										<td align="center">26,592</td>
										<td align="center">28</td>
									</tr>
									<tr>
										<td align="center">151</td>
										<td align="left">Mutum</td>
										<td align="center">JUF</td>
										<td align="center">26,997</td>
										<td align="center">28</td>
									</tr>
									<tr>
										<td align="center">152</td>
										<td align="left">Capelinha</td>
										<td align="center">TEO</td>
										<td align="center">37,856</td>
										<td align="center">27</td>
									</tr>
									<tr>
										<td align="center">153</td>
										<td align="left">Alterosa</td>
										<td align="center">VAR</td>
										<td align="center">14,414</td>
										<td align="center">27</td>
									</tr>
									<tr>
										<td align="center">154</td>
										<td align="left">Planura</td>
										<td align="center">UBR</td>
										<td align="center">11,968</td>
										<td align="center">27</td>
									</tr>
									<tr>
										<td align="center">155</td>
										<td align="left">Coromandel</td>
										<td align="center">PAT</td>
										<td align="center">27,982</td>
										<td align="center">27</td>
									</tr>
									<tr>
										<td align="center">156</td>
										<td align="left">Campos Altos</td>
										<td align="center">UBR</td>
										<td align="center">15,356</td>
										<td align="center">27</td>
									</tr>
									<tr>
										<td align="center">157</td>
										<td align="left">Monte Carmelo</td>
										<td align="center">UBL</td>
										<td align="center">47,682</td>
										<td align="center">26</td>
									</tr>
									<tr>
										<td align="center">158</td>
										<td align="left">Urucânia</td>
										<td align="center">JUF</td>
										<td align="center">10,371</td>
										<td align="center">26</td>
									</tr>
									<tr>
										<td align="center">159</td>
										<td align="left">Medina</td>
										<td align="center">TEO</td>
										<td align="center">20,882</td>
										<td align="center">26</td>
									</tr>
									<tr>
										<td align="center">160</td>
										<td align="left">Abaeté</td>
										<td align="center">DIV</td>
										<td align="center">23,223</td>
										<td align="center">25</td>
									</tr>
									<tr>
										<td align="center">161</td>
										<td align="left">Estiva</td>
										<td align="center">POA</td>
										<td align="center">11,321</td>
										<td align="center">25</td>
									</tr>
									<tr>
										<td align="center">162</td>
										<td align="left">Dores do Indaiá</td>
										<td align="center">DIV</td>
										<td align="center">13,541</td>
										<td align="center">24</td>
									</tr>
									<tr>
										<td align="center">163</td>
										<td align="left">Francisco Badaró</td>
										<td align="center">TEO</td>
										<td align="center">10,343</td>
										<td align="center">24</td>
									</tr>
									<tr>
										<td align="center">164</td>
										<td align="left">Sarzedo</td>
										<td align="center">BHZ</td>
										<td align="center">32,069</td>
										<td align="center">24</td>
									</tr>
									<tr>
										<td align="center">165</td>
										<td align="left">B. Vista de Minas</td>
										<td align="center">IPA</td>
										<td align="center">10,248</td>
										<td align="center">23</td>
									</tr>
									<tr>
										<td align="center">166</td>
										<td align="left">Fervedouro</td>
										<td align="center">JUF</td>
										<td align="center">10,957</td>
										<td align="center">23</td>
									</tr>
									<tr>
										<td align="center">167</td>
										<td align="left">Presidente Olegário</td>
										<td align="center">PAT</td>
										<td align="center">19,377</td>
										<td align="center">22</td>
									</tr>
									<tr>
										<td align="center">168</td>
										<td align="left">Vazante</td>
										<td align="center">PAT</td>
										<td align="center">20,537</td>
										<td align="center">21</td>
									</tr>
									<tr>
										<td align="center">169</td>
										<td align="left">Barroso</td>
										<td align="center">BAR</td>
										<td align="center">20,720</td>
										<td align="center">21</td>
									</tr>
									<tr>
										<td align="center">170</td>
										<td align="left">Ponte Nova</td>
										<td align="center">JUF</td>
										<td align="center">59,605</td>
										<td align="center">21</td>
									</tr>
									<tr>
										<td align="center">171</td>
										<td align="left">Monte Alegre de Minas</td>
										<td align="center">UBL</td>
										<td align="center">20,999</td>
										<td align="center">20</td>
									</tr>
									<tr>
										<td align="center">172</td>
										<td align="left">Santa Luzia</td>
										<td align="center">BHZ</td>
										<td align="center">218,147</td>
										<td align="center">20</td>
									</tr>
									<tr>
										<td align="center">173</td>
										<td align="left">Sacramento</td>
										<td align="center">UBR</td>
										<td align="center">25,989</td>
										<td align="center">20</td>
									</tr>
									<tr>
										<td align="center">174</td>
										<td align="left">Padre Paraíso</td>
										<td align="center">TEO</td>
										<td align="center">20,052</td>
										<td align="center">20</td>
									</tr>
									<tr>
										<td align="center">175</td>
										<td align="left">S.Seb. do Maranhão</td>
										<td align="center">GOV</td>
										<td align="center">10,129</td>
										<td align="center">20</td>
									</tr>
									<tr>
										<td align="center">176</td>
										<td align="left">Guaxupé</td>
										<td align="center">VAR</td>
										<td align="center">51,750</td>
										<td align="center">19</td>
									</tr>
									<tr>
										<td align="center">177</td>
										<td align="left">Teófilo Otoni</td>
										<td align="center">TEO</td>
										<td align="center">140,235</td>
										<td align="center">19</td>
									</tr>
									<tr>
										<td align="center">178</td>
										<td align="left">Jordânia</td>
										<td align="center">TEO</td>
										<td align="center">10,780</td>
										<td align="center">19</td>
									</tr>
									<tr>
										<td align="center">179</td>
										<td align="left">Andradas</td>
										<td align="center">POA</td>
										<td align="center">40,747</td>
										<td align="center">17</td>
									</tr>
									<tr>
										<td align="center">180</td>
										<td align="left">Santa Juliana</td>
										<td align="center">UBR</td>
										<td align="center">13,743</td>
										<td align="center">17</td>
									</tr>
									<tr>
										<td align="center">181</td>
										<td align="left">Ouro Fino</td>
										<td align="center">POA</td>
										<td align="center">33,481</td>
										<td align="center">15</td>
									</tr>
									<tr>
										<td align="center">182</td>
										<td align="left">Capinópolis</td>
										<td align="center">UBL</td>
										<td align="center">16,109</td>
										<td align="center">15</td>
									</tr>
									<tr>
										<td align="center">183</td>
										<td align="left">Mar de Espanha</td>
										<td align="center">JUF</td>
										<td align="center">12,725</td>
										<td align="center">15</td>
									</tr>
									<tr>
										<td align="center">184</td>
										<td align="left">Matias Cardoso</td>
										<td align="center">MOC</td>
										<td align="center">11,050</td>
										<td align="center">14</td>
									</tr>
									<tr>
										<td align="center">185</td>
										<td align="left">Ataléia</td>
										<td align="center">TEO</td>
										<td align="center">13,064</td>
										<td align="center">14</td>
									</tr>
									<tr>
										<td align="center">186</td>
										<td align="left">Bueno Brandão</td>
										<td align="center">POA</td>
										<td align="center">11,010</td>
										<td align="center">13</td>
									</tr>
									<tr>
										<td align="center">187</td>
										<td align="left">Araguari</td>
										<td align="center">UBL</td>
										<td align="center">116,691</td>
										<td align="center">13</td>
									</tr>
									<tr>
										<td align="center">188</td>
										<td align="left">Poté</td>
										<td align="center">TEO</td>
										<td align="center">16,491</td>
										<td align="center">13</td>
									</tr>
									<tr>
										<td align="center">189</td>
										<td align="left">Areado</td>
										<td align="center">VAR</td>
										<td align="center">14,955</td>
										<td align="center">13</td>
									</tr>
									<tr>
										<td align="center">190</td>
										<td align="left">S. João Evangelista</td>
										<td align="center">GOV</td>
										<td align="center">15,781</td>
										<td align="center">13</td>
									</tr>
									<tr>
										<td align="center">191</td>
										<td align="left">Unaí</td>
										<td align="center">PAT</td>
										<td align="center">83,808</td>
										<td align="center">12</td>
									</tr>
									<tr>
										<td align="center">192</td>
										<td align="left">Virginópolis</td>
										<td align="center">GOV</td>
										<td align="center">10,537</td>
										<td align="center">12</td>
									</tr>
									<tr>
										<td align="center">193</td>
										<td align="left">Brasilândia de Minas</td>
										<td align="center">PAT</td>
										<td align="center">16,321</td>
										<td align="center">11</td>
									</tr>
									<tr>
										<td align="center">194</td>
										<td align="left">Fronteira</td>
										<td align="center">UBR</td>
										<td align="center">17,701</td>
										<td align="center">9</td>
									</tr>
									<tr>
										<td align="center">195</td>
										<td align="left">Abre Campo</td>
										<td align="center">JUF</td>
										<td align="center">13,465</td>
										<td align="center">7</td>
									</tr>
									<tr>
										<td align="center">196</td>
										<td align="left">Campina Verde</td>
										<td align="center">UBL</td>
										<td align="center">19,738</td>
										<td align="center">4</td>
									</tr>
									<tr>
										<td align="center">197</td>
										<td align="left">Novo Oriente de Minas</td>
										<td align="center">TEO</td>
										<td align="center">10,731</td>
										<td align="center">4</td>
									</tr>
								</tbody>
							</table>
							<table-wrap-foot>
								<fn id="TFN8">
									<p>Source: Elaborated by the authors based on IBGE data (<xref ref-type="bibr" rid="B26">2018</xref>)</p>
								</fn>
							</table-wrap-foot>
						</table-wrap>
					</p>
				</app>
			</app-group>
		</back>
	</sub-article-->
</article>