ArticlePLoS medicine2021
Changes in the calorie and nutrient content of purchased fast food meals after calorie menu labeling: A natural experiment.
Article in PLoS medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 2 of them syntheses that pooled it.
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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.
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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.
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Who cites it
28 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Calorie (energy) labelling for changing selection and consumption of food or alcohol.The Cochrane database of systematic reviews · 2025Pooled it
- Socioeconomic position and the effect of energy labelling on consumer behaviour: a systematic review and meta-analysis.The international journal of behavioral nutrition and physical activity · 2023Pooled it
- Eco-Focused Menu Labels on Full Meal Orders From Fast-Food Restaurants: A Randomized Clinical Trial.JAMA health forum · 2026Trial
- Testing the effect of ecolabels on the environmental impact of food purchases in worksite cafeterias: a randomised controlled trial.BMC public health · 2025Trial
- Do calorie labels change energy purchased in a simulated online food delivery platform? A multi-arm randomised controlled trial.The international journal of behavioral nutrition and physical activity · 2024Trial
- Federal Calorie Menu Labeling Policy and Calories Purchased in Restaurants in a National Fast Food Chain: A Quasi-Experimental Study.American journal of preventive medicine · 2026Article
- The Way Calories Are Displayed on Restaurant Menus May Not Affect Calorie Intake: Evidence from an Online Experiment.Nutrients · 2025Article
- Assessing the impact of a mandatory calorie labelling policy in out-of-home food outlets in England on consumer behaviour: a natural experimental study.BMC public health · 2025Article
- Cost-Effectiveness of Mandating Calorie Labels on Prepared Foods in Supermarkets.American journal of preventive medicine · 2025Article
- Evaluating the association between the introduction of mandatory calorie labelling and energy consumed using observational data from the out-of-home food sector in England.Nature human behaviour · 2025Article
- Article
- Spatial analysis of fast-food accessibility and obesity among adults in Malaysia nationwide.PloS one · 2025Article
- The impact of the English calorie labelling policy on the energy content of food offered and purchased in worksite cafeterias: a natural experiment.BMC nutrition · 2024Article
- Article
- A Narrative Review of Public Health Interventions for Childhood Obesity.Current obesity reports · 2024Review
- Cost Effectiveness of Calorie Labeling at Large Fast-Food Chains Across the U.S.American journal of preventive medicine · 2024Article
- The impact of the federal menu labeling law on the sentiment of Twitter discussions about restaurants and food retailers: An interrupted time series analysis.Preventive medicine reports · 2023Article
- Menu Calorie Label Use and Diet Quality: a Cross-Sectional Study.American journal of preventive medicine · 2023Article
- Menu Labeling and Calories Purchased in Restaurants in a US National Fast Food Chain.JAMA network open · 2023Article
- A multi-country comparison of jurisdictions with and without mandatory nutrition labelling policies in restaurants: analysis of behaviours associated with menu labelling in the 2019 International Food Policy Study.Public health nutrition · 2023Article
Corrections and comments
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Authors and funding
10 authors.
Funding
Abstract
backgroundCalorie menu labeling is a policy that requires food establishments to post the calories on menu offerings to encourage healthy food choice. Calorie labeling has been implemented in the United States since May 2018 per the Affordable Care Act, but to the best of our knowledge, no studies have evaluated the relationship between calorie labeling and meal purchases since nationwide implementation of this policy. Our objective was to investigate the relationship between calorie labeling and the calorie and nutrient content of purchased meals after a fast food franchise began labeling in April 2017, prior to the required nationwide implementation, and after nationwide implementation of labeling in May 2018, when all large US chain restaurants were required to label their menus. METHODS AND
findingsWe obtained weekly aggregated sales data from 104 restaurants that are part of a fast food franchise for 3 national chains in 3 US states: Louisiana, Mississippi, and Texas. The franchise provided all sales data from April 2015 until April 2019. The franchise labeled menus in April 2017, 1 year prior to the required nationwide implementation date of May 2018 set by the US Food and Drug Administration. We obtained nutrition information for items sold (calories, fat, carbohydrates, protein, saturated fat, sugar, dietary fiber, and sodium) from Menustat, a publicly available database with nutrition information for items offered at the top revenue-generating US restaurant chains. We used an interrupted time series to find level and trend changes in mean weekly calorie and nutrient content per transaction after franchise and nationwide labeling. The analytic sample represented 331,776,445 items purchased across 67,112,342 transactions. Franchise labeling was associated with a level change of -54 calories/transaction (95% confidence interval [CI]: -67, -42, p < 0.0001) and a subsequent 3.3 calories/transaction increase per 4-week period (95% CI: 2.5, 4.1, p < 0.0001). Nationwide implementation was associated with a level decrease of -82 calories/transaction (95% CI: -88, -76, p < 0.0001) and a subsequent -2.1 calories/transaction decrease per 4-week period (95% CI: -2.9, -1.3, p < 0.0001). At the end of the study, the model-based predicted mean calories/transaction was 4.7% lower (change = -73 calories/transaction, 95% CI: -81, -65), and nutrients/transaction ranged from 1.8% lower (saturated fat) to 7.0% lower (sugar) than what we would expect had labeling not been implemented. The main limitations were potential residual time-varying confounding and lack of individual-level transaction data.
conclusionsIn this study, we observed that calorie labeling was associated with small decreases in mean calorie and nutrient content of fast food meals 2 years after franchise labeling and nearly 1 year after implementation of labeling nationwide. These changes imply that calorie labeling was associated with small improvements in purchased meal quality in US chain restaurants.
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