Evidence map›Paper›PMID 40067797›Full record

ArticlePloS one2025

Association of expenditure on ultra-processed foods and beverages and anthropometric indicators in Mexican children: A longitudinal study.

Mauricio Hernández-F, Sonia Hernández-Cordero, Mishel Unar-Munguia, Wilfrido A Gómez-Arias, Erika Lozano-Hidalgo, Lidia Sarahi Peña-Ruiz, Graciela Teruel-Belismelis

Abstract read
In one paragraph

Article in PloS one, 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

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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

7 authors.

Mauricio Hernández-FResearch Institute for Equitable Development, Universidad Iberoamericana, Ciudad de México, México.
Sonia Hernández-CorderoResearch Institute for Equitable Development, Universidad Iberoamericana, Ciudad de México, México.
Mishel Unar-MunguiaCenter for Nutrition and Health Research, National Institute of Public Health, Cuernavaca, Morelos, México.ORCID https://orcid.org/0000-0002-1156-9337
Wilfrido A Gómez-AriasInstitute of Applied Research and Technology, Universidad Iberoamericana, Ciudad de México, México.
Erika Lozano-HidalgoResearch Institute for Equitable Development, Universidad Iberoamericana, Ciudad de México, México.
Lidia Sarahi Peña-RuizResearch Institute for Equitable Development, Universidad Iberoamericana, Ciudad de México, México.
Graciela Teruel-BelismelisSocial Sciences Division, Universidad Iberoamericana, Ciudad de México, México.ORCID https://orcid.org/0000-0002-4768-8610

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The prevalence of obesity in Mexico has been rising dramatically from school age onward. The high consumption of ultra-processed food has been identified as a contributing factor. We explored the longitudinal association between household expenditure on ultra-processed foods and beverages (UPF) and changes in anthropometric indicators of obesity among Mexican children aged 5 to 10 years in 2002. We used data from the Mexican Family Life Survey (MxFLS), a longitudinal, probabilistic, multipurpose, and representative survey of the Mexican population conducted in 2002, which reports household expenditure on the main food and beverage groups, as well as anthropometric indicators and sociodemographic characteristics of household members, across three rounds surveyed between 2002 and 2012 (n = 2,677). The exposure variable was UPF expenditure, categorized into tertiles, and the outcomes studied were BMI z-score for age, waist circumference, and waist-to-height ratio. We estimated random effects models and generalized estimating equation models for longitudinal data. Using an interaction term between tertiles of UPF expenditure and survey rounds, we found that household membership in the middle and upper tertiles of UPF expenditure in 2002 was associated with an increase in waist circumference and waist-to-height ratio, particularly after three years of follow-up. For instance, the middle tertile of UPF expenditure was associated with an increase of 4.43 centimeters in waist circumference compared to the low tertile of UPF expenditure after three years of follow-up (p < 0.01). Our findings suggest that higher UPF expenditure in households with children aged 5-10 years drives abdominal obesity in the short and medium term, underscoring the need for comprehensive policies to limit the purchase and consumption of UPF from an early age.

Indexed as

BeveragesFast FoodsAnthropometryBody Mass IndexChildChild, PreschoolFemaleFood, ProcessedHumansLongitudinal StudiesMaleMexicoWaist Circumference

Identifiers

PMID40067797
PMCPMC11896057

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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.