Evidence map›Paper›PMID 41379224›Full record

ArticleCadernos de saude publica2025

Effect of ambient temperature on overweight: direct and indirect pathways in a multiple mediation model.

Julia Mariel Wirtz Baker, Laura Rosana Aballay, Alberto Rubén Osella, Victoria Lambert, Sonia Alejandra Pou

Abstract read
In one paragraph

Article in Cadernos de saude publica, 2025. 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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0cells of the map it votes in
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

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

5 authors.

Julia Mariel Wirtz BakerInstituto de Investigaciones en Ciencias de la Salud, Consejo Nacional de Investigaciones Científicas y Técnicas/Universidade Nacional de Córdoba, Córdoba, Argentina.ORCID 0000-0002-6348-7739
Laura Rosana AballayCentro de Investigaciones em Nutrición Humana, Universidad Nacional de Córdoba, Córdoba, Argentina.ORCID 0000-0002-3430-3566
Alberto Rubén OsellaCentro de Investigaciones em Nutrición Humana, Universidad Nacional de Córdoba, Córdoba, Argentina.ORCID 0000-0003-4232-8760
Victoria LambertInstituto de Investigaciones en Ciencias de la Salud, Consejo Nacional de Investigaciones Científicas y Técnicas/Universidade Nacional de Córdoba, Córdoba, Argentina.ORCID 0000-0002-5522-8083
Sonia Alejandra PouInstituto de Investigaciones en Ciencias de la Salud, Consejo Nacional de Investigaciones Científicas y Técnicas/Universidade Nacional de Córdoba, Córdoba, Argentina.ORCID 0000-0002-8571-9318

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Global warming and obesity are two major global challenges. The intricate relationships between climate, lifestyle factors, and their combined impact on overweight remain to be fully elucidated. We aim to estimate the effect of ambient temperature on overweight and examine the role of physical activity and fruit/vegetable consumption as indirect mediating pathways in Argentina. This cross-sectional study was conducted using data from the 2018 National Risk Factors Survey. Average air-temperature at 2m height (from ERA5 reanalysis data) was linked with individual-level data. A multilevel logistic generalized structural equation model was applied to examine the mediating effects of physical activity level and fruit/vegetable consumption on the association between ambient temperature and overweight, adjusted for sex, age, and educational level. The raw difference (95%CI) between the indirect effects was estimated using bootstrapping techniques (sample = 10,000, replicates = 5,000). An inverse association (direct effect) was observed between ambient temperature and overweight (c = -0.019, 95%CI: -0.034; -0.004). A one-unit increase in temperature was associated with higher log odds of fruit/vegetable consumption (a1 = 0.020, 95%CI: 0.005; 0.035) and lower log odds of having moderate (a21 = -0.015, 95%CI: -0.023; -0.007) and high (a22 = -0.059, 95%CI: -0.068; -0.049) physical activity levels, compared to low fruit/vegetable consumption and low physical activity level, respectively. However, the mediating effect of high physical activity level on the temperature-overweight relationship was of greater magnitude. In conclusion, ambient temperature influences fruit/vegetable consumption and physical activity, indirectly affecting nutritional status, with physical activity acting as the key mediator. This underscores the need to prioritize climate change adaptation strategies that promote physical activity.

Indexed as

ExerciseOverweightTemperatureAdolescentAdultArgentinaCross-Sectional StudiesFemaleFruitHumansMaleMiddle AgedRisk FactorsSocioeconomic FactorsVegetablesYoung Adult

Identifiers

PMID41379224
PMCPMC12688309

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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.