Evidence map›Paper›PMID 32722682›Full record

ArticlePLoS medicine2020

Predicting obesity reduction after implementing warning labels in Mexico: A modeling study.

Ana Basto-Abreu, Rossana Torres-Alvarez, Francisco Reyes-Sánchez, Romina González-Morales, Francisco Canto-Osorio, M Arantxa Colchero, Simón Barquera, Juan A Rivera, Tonatiuh Barrientos-Gutierrez

Open access · goldAbstract read
In one paragraph

Article in PLoS medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 42 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
42citing papers in PubMed, 1 pooled it
9.0field-weighted citation impact, top 2% of its field
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

42 citing papers in PubMed, 1 synthesis or guideline pooled it, 77 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Trial
  4. Trial
  5. Article
  6. The role of regulatory policies on unhealthy commodities to prevent and control noncommunicable diseases in the Americas.Revista panamericana de salud publica = Pan American journal of public health · 2026
    Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Simulated retail food environments: A literature review of systems science approaches to advance equity in access to healthy diets.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2025
    Review
  12. Article
  13. Article
  14. Determinants of obesity in Latin America.Nature metabolism · 2024 · on this map
    Review
  15. Article
  16. [Health-related quality of life in Mexican women with obesity].Revista medica del Instituto Mexicano del Seguro Social · 2024
    Observational
  17. Article
  18. Article
  19. Review
  20. Review
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

9 authors at 1 institution in 1 country.

Ana Basto-AbreuCenter for Population Health Research, National Institute of Public Health, Cuernavaca, Mexico.ORCID 0000-0003-1600-4797
Rossana Torres-AlvarezCenter for Population Health Research, National Institute of Public Health, Cuernavaca, Mexico.ORCID 0000-0003-3646-7975
Francisco Reyes-SánchezCenter for Population Health Research, National Institute of Public Health, Cuernavaca, Mexico.ORCID 0000-0001-6423-180X
Romina González-MoralesCenter for Population Health Research, National Institute of Public Health, Cuernavaca, Mexico.
Francisco Canto-OsorioCenter for Population Health Research, National Institute of Public Health, Cuernavaca, Mexico.ORCID 0000-0003-0083-1536
M Arantxa ColcheroCenter for Health Systems Research, National Institute of Public Health, Cuernavaca, Mexico.ORCID 0000-0002-4891-7120
Simón BarqueraCenter for Nutrition and Health Research, National Institute of Public Health, Cuernavaca, Mexico.ORCID 0000-0003-1854-4615
Juan A RiveraNational Institute of Public Health, Cuernavaca, Mexico.
Tonatiuh Barrientos-GutierrezCenter for Population Health Research, National Institute of Public Health, Cuernavaca, Mexico.ORCID 0000-0002-0826-9106
Instituto Nacional de Salud Pública · MX

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIn October 2019, Mexico approved a law to establish that nonalcoholic beverages and packaged foods that exceed a threshold for added calories, sugars, fats, trans fat, or sodium should have an "excess of" warning label. We aimed to estimate the expected reduction in the obesity prevalence and obesity costs in Mexico by introducing warning labels, over 5 years, among adults under 60 years of age. METHODS AND

findingsBaseline intakes of beverages and snacks were obtained from the 2016 Mexican National Health and Nutrition Survey. The expected impact of labels on caloric intake was obtained from an experimental study, with a 10.5% caloric reduction for beverages and 3.0% caloric reduction for snacks. The caloric reduction was introduced into a dynamic model to estimate weight change. The model output was then used to estimate the expected changes in the prevalence of obesity and overweight. To predict obesity costs, we used the Health Ministry report of the impact of overweight and obesity in Mexico 1999-2023. We estimated a mean caloric reduction of 36.8 kcal/day/person (23.2 kcal/day from beverages and 13.6 kcal/day from snacks). Five years after implementation, this caloric reduction could reduce 1.68 kg and 4.98 percentage points (pp) in obesity (14.7%, with respect to baseline), which translates into a reduction of 1.3 million cases of obesity and a reduction of US$1.8 billion in direct and indirect costs. Our estimate is based on experimental evidence derived from warning labels as proposed in Canada, which include a single label and less restrictive limits to sugar, sodium, and saturated fats. Our estimates depend on various assumptions, such as the transportability of effect estimates from the experimental study to the Mexican population and that other factors that could influence weight and food and beverage consumption remain unchanged. Our results will need to be corroborated by future observational studies through the analysis of changes in sales, consumption, and body weight.

conclusionsIn this study, we estimated that warning labels may effectively reduce obesity and obesity-related costs. Mexico is following Chile, Peru, and Uruguay in implementing warning labels to processed foods, but other countries could benefit from this intervention.

Indexed as

BeveragesEatingFood LabelingAdultBody Mass IndexEnergy IntakeFemaleFood PackagingHealth Care CostsHumansMaleMexicoMiddle AgedModels, TheoreticalObesityPrevalence

Identifiers

PMID32722682
PMCPMC7386611
OpenAlexW3045533295

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.