Evidence map›Paper›PMID 41743252›Full record

ArticleFrontiers in sports and active living2026

Health perception of a population-based study from 2006 to 2023 using multilevel modelling.

Joni Marcio de Farias, Priscila Custódio Martins, Leandro de Oliveira Carpes, Ricardo Teixeira Quinaud

Abstract read
In one paragraph

Article in Frontiers in sports and active living, 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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0citing papers 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

The trial behind it

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Joni Marcio de FariasPostgraduate Program in Public Health - PPGSCol, University of the Extreme South of Santa Catarina - UNESC, Criciuma, Brazil.
Priscila Custódio MartinsPostgraduate Program in Public Health - PPGSCol, University of the Extreme South of Santa Catarina - UNESC, Criciuma, Brazil.
Leandro de Oliveira CarpesPostgraduate Program in Public Health - PPGSCol, University of the Extreme South of Santa Catarina - UNESC, Criciuma, Brazil.
Ricardo Teixeira QuinaudPostgraduate Program in Public Health - PPGSCol, University of the Extreme South of Santa Catarina - UNESC, Criciuma, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We aimed to analyze the variations in health perception among the Brazilian population, aggregated over 17 years of observation (2006-2023), considering individual and contextual characteristics. A total of 799,695 participants were included in the study, which had their data collected from the website of the Health Surveillance Secretariat, where the Surveillance System for Risk and Protective Factors for Chronic Diseases by Telephone Survey (Vigitel) is publicly available. Multilevel regression analysis was used to estimate the values of health perception among the Brazilian population, aggregated by year, region, BMI, education, sex, and exercise time. Based on the results, it was verified that over the years, health perception values decreased and there is a substantial disparity between Brazilian regions. Additionally, individuals with a healthy weight presented higher health perception values, individuals with more years of education had substantially higher health perception values and individuals who reported engaging in more than 30 min of exercise, when they exercised, had substantially higher health perception values. No differences in health perception were found between females and males. These findings highlight the need to prioritize actions to promote physical activity, increasing the availability, access and quality of public places, preferably with assistance/exercise prescription in these places and free of charge. It is essential to assess past initiatives and integrate efforts to optimize future strategies and to identify strategies that reduce inequities in access to health-promoting environment.

Indexed as

BMIeducationepidemiologyexercisetemporal analysis

Identifiers

PMID41743252
PMCPMC12932034

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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.