Evidence map›Paper›PMID 41547816›Full record

ArticleInternational journal for equity in health2026

The Municipal Sustainable Development Health Index (MSDHI) to monitor the 2030 agenda in Brazil: a methodological proposal.

Luisa da Matta Machado Fernandes, Carolina Veronesi Marinho, Letícia Lemos Jardim, Isadora Batista Rodrigues, Rômulo Paes-Sousa

Abstract read
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Article in International journal for equity in health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Luisa da Matta Machado FernandesInstituto René Rachou (IRR), Fiocruz Minas, Belo Horizonte, Minas Gerais, Brazil. luisa.fernandes@fiocruz.br.ORCID http://orcid.org/0000-0002-5440-7928
Carolina Veronesi MarinhoInstituto René Rachou (IRR), Fiocruz Minas, São Paulo, São Paulo, Brazil.ORCID http://orcid.org/0000-0002-4057-600X
Letícia Lemos JardimInstituto René Rachou (IRR), Fiocruz Minas, Belo Horizonte, Minas Gerais, Brazil.ORCID http://orcid.org/0000-0003-3358-0075
Isadora Batista RodriguesInstituto René Rachou (IRR), Fiocruz Minas, São Paulo, São Paulo, Brazil.ORCID http://orcid.org/0009-0005-6016-7499
Rômulo Paes-SousaInstituto René Rachou (IRR), Fiocruz Minas, Belo Horizonte, Minas Gerais, Brazil.ORCID http://orcid.org/0000-0002-3384-6657

Funding

Ministério da Saúde - TED and Estratégia Fiocruz para a Agenda 2030 (EFA 2030) PRES-029-FIO-23/N.º 25380.003285/2023-39 - Contract nº: 142/2023
6 · The paper itself

Abstract

backgroundThe Municipal Sustainable Development Health Index (MSDHI) was developed to monitor achieving health-related targets outlined in the 2030 Agenda. This study aims to support effective, comprehensive, and context-sensitive policy formulation at the local level by developing a local index that accounts for regional health inequalities. The study addresses critical gaps in existing health equity assessments at the municipal level, where disparities exist in health outcomes due to regional inequalities.

methodsThis article presents a methodological framework for calculating the index, based on secondary administrative data from various public information systems in Brazil. The MSDHI was estimated for all 5,570 Brazilian municipalities for the period from 2018 to 2022. Its construction followed a systematic eight-step procedure, ensuring consistency and reliability of the results. The municipal index combines multiple health-related indicators: values equal to 1 indicate the best national results, whereas values close to 0 indicate a greater distance from the best outcomes. The same interpretation applies to the thematic indexes: (1) Reproductive and maternal health, (2) Newborn and child health, (3) Infectious diseases, (4) non-communicable diseases, (5) Injuries and violence, (6) Environmental risks, and (7) Universal health coverage and health systems. The results of the MSDHI and its thematic indexes were classified in three tiers: Tier 1 (0 to 0.40) - insufficient; Tier 2 (0.41 to 0.69) - moderated; and Tier 3 (0.70 to 1.00) - adequate.

resultsThe construct evaluation indicated positive correlations with life expectancy, HDI-M, IDB, and GDP, and a negative correlation with mortality rate. However, the magnitude of the correlations was low, suggesting that the MSDHI may be capturing additional dimensions beyond those reflected in the selected indicators. An applicability assessment was performed for the municipalities of the State of Minas Gerais, Brazil, indicating that the municipal index and the thematic indexes can identify sustainable health scenarios and highlight areas of inequality.

conclusionsThe MSDHI is a valuable tool for local governments and policymakers to effectively implement the 2030 Agenda. Future studies should focus on developing an annual index and integrating the MSDHI into policy prioritization methods.

Indexed as

Health Status DisparitiesHealth Status IndicatorsSustainable DevelopmentBrazilCitiesHealth PolicyHumansHealth inequitiesHealth metricsHealth status indexMethodological studyPublic health systems researchPublic policySustainable development

Identifiers

PMID41547816
PMCPMC12895948

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.