Evidence map›Paper›PMID 42087196›Full record

ArticleThe international journal of behavioral nutrition and physical activity2026

Social inequalities in leisure-time and transport-related physical activity through the lens of intersectionality: 10-year longitudinal study in Brazil.

Andreia Alexandra Machado Miranda, Danilo Dias Santana, Andiara Schwingel, Grace M Turner, Kiya L Hurley, Katie L Edwards, Shelby Keye, Pedro Curi Hallal, Alex Antonio Florindo

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Article in The international journal of behavioral nutrition and physical activity, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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0cells of the map it votes in
1citing papers in PubMed
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1 · What the graph read from it

What it found

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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

The trial behind it

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Mobilising social workers to promote physical activity: a call to action.The international journal of behavioral nutrition and physical activity · 2026
    Article
4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Andreia Alexandra Machado MirandaSchool of Arts, Sciences and Humanities, University of São Paulo, São Paulo, SP, Brazil. andreia.am.miranda@gmail.com.
Danilo Dias SantanaSchool of Arts, Sciences and Humanities, University of São Paulo, São Paulo, SP, Brazil.
Andiara SchwingelDepartment of Health and Kinesiology, University of Illinois Urbana-Champaign, Champaign, IL, USA.
Grace M TurnerSchool of Sport, Exercise and Rehabilitation Science, University of Birmingham, Birmingham, UK, United Kingdom.
Kiya L HurleySchool of Health Sciences, University of Birmingham, Birmingham, UK, United Kingdom.
Katie L EdwardsSchool of Psychology, University of Birmingham, Birmingham, UK, United Kingdom.
Shelby KeyeDepartment of Health and Kinesiology, University of Illinois Urbana-Champaign, Champaign, IL, USA.
Pedro Curi HallalDepartment of Health and Kinesiology, University of Illinois Urbana-Champaign, Champaign, IL, USA.
Alex Antonio FlorindoSchool of Arts, Sciences and Humanities, University of São Paulo, São Paulo, SP, Brazil.

Funding

Fundação de Amparo à Pesquisa do Estado de São Paulo 2017/17049-3
6 · The paper itself

Abstract

backgroundSocial factors shape health behaviors and contribute to persistent inequalities, especially in the Global South. However, few studies have examined how intersecting social identities influence physical activity in low- and middle-income countries. This study explored social inequalities in leisure-time (LTPA) and transport physical activity (TRPA) through the lens of intersectionality among individuals living in São Paulo, Brazil.

methodsLongitudinal data from 978 participants of the Health Survey of São Paulo: Physical Activity and Environment cohort were analyzed from three waves: 2014/2015, 2020/2021, and 2023/2024. Physical activity was measured using the long-form International Physical Activity Questionnaire (IPAQ). To capture intersectional social disadvantage, a Multiple Jeopardy Index was constructed by combining sex, race/skin color, and educational level, with scores ranging from 0 (lower vulnerability) to 4 (higher vulnerability). Associations between Jeopardy Index and physical activity in both domains were assessed using multilevel Poisson regression models, considering repeated measures nested within three hierarchical levels: observations, individuals, and census tracts.

resultsIndividuals in the highest vulnerability groups (female, belonging to racial or ethnic minority groups, and with low educational attainment) consistently reported lower levels of LTPA over time. In fully adjusted models, participants in higher vulnerability Jeopardy categories 3 and 4 showed significantly lower prevalence of LTPA compared to the lower vulnerability reference group (category 0: male, White, and highly educated), with prevalence ratios of 0.72 (95% CI: 0.57-0.91) and 0.62 (95% CI: 0.49-0.80), respectively. A clear inverse gradient and significant dose-response trend was observed (p < 0.001). Regarding TRPA, prevalence was higher among males and younger participants, and also more frequent among individuals from racialized or minority groups and those with a high school education. However, no significant associations were found between the Jeopardy Index and TRPA in any model.

conclusionsPersistent and widening inequalities in LTPA were observed among Brazilians over a 10-year period, with intersections of sex, race/skin color, and education disproportionately affecting the most vulnerable groups, particularly women from racialized or minority groups with lower educational attainment. Public policies and programs should prioritize socially disadvantaged groups by promoting inclusive and sustained opportunities for leisure-time activity.

Indexed as

ExerciseLeisure ActivitiesTransportationAdultBrazilEducational StatusFemaleHealth BehaviorHealth SurveysHumansLongitudinal StudiesLow Socioeconomic StatusMaleMiddle AgedSocial GroupSocioeconomic Disparities in HealthIntersectionalityJeopardy indexLongitudinal studyPhysical activitySocial inequalities

Identifiers

PMID42087196
PMCPMC13312550

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Registered trials

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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.