ArticleThe international journal of behavioral nutrition and physical activity2019
Understanding and use of food labeling systems among Whites and Latinos in the United States and among Mexicans: Results from the International Food Policy Study, 2017.
Article in The international journal of behavioral nutrition and physical activity, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.
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Who cites it
28 citing papers in PubMed.
- Objective understanding of front of pack warning labels among Mexican children of public elementary schools. A randomized experiment.Nutrition journal · 2022Trial
- Trial
- Impact of front-of-pack nutrition labels on consumer purchasing intentions: a randomized experiment in low- and middle-income Mexican adults.BMC public health · 2020Trial
- Trends in Self-Reported Responses to Nutrition Facts Labels Before and After Nutrition Labeling Policy Implementation: A Comparison of Adults in the United States and Mexico.Current developments in nutrition · 2026Article
- Socioeconomic status and psychosocial or contextual factors related to the use of infant formula and follow-up milk: a survey among Japanese mothers.BMC nutrition · 2026Article
- Update and Comparative Analysis of Food Environment Policies in Mexico: Implementation of the Healthy Food Environment Policy Index in 2016 and 2024.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2026Review
- Article
- Article
- Evaluating text, icon, and graphic nutrition labels: An eye tracking experiment with Latino adults in the US.Appetite · 2025Article
- Self-reported decreases in the purchases of selected unhealthy foods resulting from the implementation of warning labels in Mexican youth and adult population.The international journal of behavioral nutrition and physical activity · 2024Article
- Article
- Assessing transnational spillover effects of Mexico's front-of-package nutritional labeling system among Mexican Americans in the US.Preventive medicine · 2024Article
- Awareness, use and understanding of nutrition labels among children and youth from six countries: findings from the 2019 - 2020 International Food Policy Study.The international journal of behavioral nutrition and physical activity · 2023Article
- Consumers' Perceptions of the Design of Front-of-Package Warning Labels-A Qualitative Study in China.Nutrients · 2023Article
- Article
- Estimating the dietary and health impact of implementing front-of-pack nutrition labeling in Canada: A macrosimulation modeling study.Frontiers in nutrition · 2023Article
- A five-country study of front- and back-of-package nutrition label awareness and use: patterns and correlates from the 2018 International Food Policy Study.Public health nutrition · 2023Article
- Analysis of stakeholders' responses to the food warning labels regulation in Mexico.Health research policy and systems · 2022Article
- Perception and Understanding of Guideline Daily Amount and Warning Labeling among Mexican Adults during the Law Modification Period.Nutrients · 2022Article
- News coverage of Mexico's front-of-package food label policy.BMJ global health · 2022Article
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Authors and funding
8 authors.
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Abstract
backgroundObesity and chronic diseases could be prevented through improved diet. Most governments require at least one type of food labeling system on packaged foods to communicate nutrition information and promote healthy eating. This study evaluated adult consumer understanding and use of nutrition labeling systems in the US and Mexico, the most obese countries in the world.
methodsAdults from online consumer panels in the US (Whites n = 2959; Latinos n = 667) and in Mexico (n = 3533) were shown five food labeling systems: 1. Nutrition Facts Table (NFT) that shows nutrients of concern per serving; 2. Guideline Daily Amounts (GDA) that shows levels of nutrients of concern; 3. Multiple Traffic-Light (MTL) that color codes each GDA nutrient (green = healthy; yellow = moderately unhealthy; red = unhealthy); 4. Health Star Rating System (HSR) that rates foods on a single dimension of healthiness; 5. Warning Label (WL) with a stop sign for nutrients present in unhealthy levels. Participants rated each label on understanding ("easy"/"very easy to understand" vs "difficult"/"very difficult to understand"), and, for NFTs and GDAs, frequency of use ("sometimes"/"often" vs "never"). Mixed logistic models regressed understanding and frequency of use on indicators of labeling systems (NFT = ref), testing for interactions by ethnicity (US Latinos, US Whites, Mexicans), while controlling for sociodemographic and obesity-related factors.
resultsCompared to the NFT, participants reported greater understanding of the WL (OR = 4.8; 95% CI = 4.4-5.3) and lower understanding of the HSR (OR = 0.34, 95% CI = 0.31-0.37) and the MTL (OR = 0.56, 95% CI = 0.52-0.61), with similar patterns across ethnic subgroups. Participants used GDAs less often than NFTs (OR = 0.48; 95%CI = 0.41-0.55), with the greatest difference among US Whites (OR = 0.10; 95%CI = 0.07-0.14).
conclusionsUnderstanding and use of the GDA was similar to that of the NFT. Whites, Latinos, and Mexicans consistently reported the best understanding for WLs, a FOPL that highlights unhealthfulness of a product. Therefore, a FOPL summary indicator, such as WLs, may be more effective in both the US and Mexico for guiding consumers towards informed food choices.
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