Evidence mapPaperPMID 41948626Full record

ArticleHealth science reports2026

Challenges for Implementing Integrated Obesity Management in Municipal Health Plans of Mato Grosso do Sul (Brazil): A Qualitative Study.

Renata Midoguti Joia, Bruna Paola Murino Rafacho, Cristina Alvarez, Elias Afif Elossais, Juliana Mara Elora Marques, Mariane Helen De Oliveira, Camila Medeiros Da Silva Mazzeti

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Article in Health science reports, 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

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

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

7 authors.

Renata Midoguti JoiaFederal University of Mato Grosso do Sul (UFMS) Integrated Health Institute, Graduate Program in Family Health Campo Grande State of Mato Grosso do Sul Brazil.ORCID https://orcid.org/0009-0004-3207-1222
Bruna Paola Murino RafachoFederal University of Mato Grosso do Sul (UFMS) Integrated Health Institute, Graduate Program in Family Health Campo Grande State of Mato Grosso do Sul Brazil.ORCID https://orcid.org/0000-0001-8825-6980
Cristina AlvarezBoston College, School of Social Work Chestnut Hill Massachusetts USA.ORCID https://orcid.org/0009-0000-9050-4701
Elias Afif ElossaisFederal University of Mato Grosso do Sul (UFMS), Faculty of Pharmaceutical Sciences, Food and Nutrition (FACFAN) Observatory of Chronic Conditions and Food (OCCA) Campo Grande State of Mato Grosso do Sul Brazil.ORCID https://orcid.org/0009-0006-2732-4795
Juliana Mara Elora MarquesFederal University of Mato Grosso do Sul (UFMS), Faculty of Pharmaceutical Sciences, Food and Nutrition (FACFAN) Observatory of Chronic Conditions and Food (OCCA) Campo Grande State of Mato Grosso do Sul Brazil.ORCID https://orcid.org/0000-0003-4879-5861
Mariane Helen De OliveiraBoston College, School of Social Work Chestnut Hill Massachusetts USA.ORCID https://orcid.org/0000-0002-6552-3430
Camila Medeiros Da Silva MazzetiFederal University of Mato Grosso do Sul (UFMS) Integrated Health Institute, Graduate Program in Family Health Campo Grande State of Mato Grosso do Sul Brazil.ORCID https://orcid.org/0000-0002-6314-3960

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and Aims: Despite the growing burden of obesity-related noncommunicable diseases, little is known about how obesity is incorporated into local health-planning instruments. Therefore, this study examined the presence and structure of actions and goals related to obesity management in the municipal health plans (MHPs) of the state of Mato Grosso do Sul, Brazil. Methods: We conducted an exploratory qualitative documentary analysis of 78 MHPs, guided by Bardin's content analysis framework and two regulatory instruments: State Technical Note No. 5/2017 and Ministry of Health Ordinance No. 424/2013 on obesity management. These documents defined four planning stages: situational analysis, problem prioritization, objectives/goals, and budget forecasting. Text segments that mentioned "obesity" or related terms were extracted and analyzed in the IRaMuTeQ software applying correspondence factor analysis, descending hierarchical classification, and similarity analysis. Results: Among the 78 MHPs (covering 98.7% of all municipalities in Mato Grosso do Sul), 52% mentioned obesity or related terms. However, obesity was rarely prioritized as a strategic health problem. In most plans, situational diagnoses were not translated into measurable goals or structured actions, and none included a dedicated budget allocation. Childhood obesity was seldom explicitly addressed, and primary care actions were described in generic preventive terms rather than as integrated care pathways. Textual analysis using IRaMuTeQ revealed that "obesity" occupied a peripheral position in planning discourse, reinforcing its limited institutional centrality. Only two municipalities' plans demonstrated coherent alignment across all four planning stages, underscoring a systemic weakness in incorporating obesity into local health management. Conclusions: These findings indicate not merely an omission, but a structural weakness in local health governance regarding obesity management. The absence of prioritization, measurable targets, and financial planning undermines the implementation of national obesity policies at the municipal level and contributes to fragmented care within the primary health-care network. Strengthening technical planning capacity, integrating epidemiological evidence into strategic goal-setting, and ensuring explicit budget allocation are essential to advancing comprehensive and equitable obesity management within Brazil's Unified Health System.

Indexed as

family health strategyhealth managementhealth policyobesityprimary health care

Identifiers

PMID41948626
PMCPMC13051944

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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 Socratic graph.