ArticleAmerican journal of preventive medicine2024
Cost Effectiveness of Calorie Labeling at Large Fast-Food Chains Across the U.S.
Article in American journal of preventive medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.
What it found
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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.
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.
Who cites it
11 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Food Environment and Childhood Overweight/Obesity: A Systematic Review.Advances in nutrition (Bethesda, Md.) · 2026Pooled it
- A Scoping Review of the Literature on Child and/or Adolescent Health Microsimulation Models.Applied health economics and health policy · 2026Review
- Cost-Effectiveness of Installing Water Dispensers in Massachusetts' Schools to Improve Nutrition Environments, Health, and Health Equity.Journal of the Academy of Nutrition and Dietetics · 2026Article
- Cost-Effectiveness and Health Equity Improvements From Excluding Sugar-Sweetened Beverages From the Supplemental Nutrition Assistance Program.American journal of preventive medicine · 2026Article
- Article
- The Way Calories Are Displayed on Restaurant Menus May Not Affect Calorie Intake: Evidence from an Online Experiment.Nutrients · 2025Article
- Cost-Effectiveness of Mandating Calorie Labels on Prepared Foods in Supermarkets.American journal of preventive medicine · 2025Article
- Tackling the complexity of obesity in the US through adaptation of public health strategies.Frontiers in public health · 2025Review
- The role of simulation modelling in public health policy evaluation.The Lancet. Public health · 2024Article
- Article
- Public's calorie literacy and perceived effectiveness of restaurant menu calorie labeling in the United Arab Emirates.PloS one · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors.
Funding
Abstract
introductionCalorie labeling of standard menu items has been implemented at large restaurant chains across the U.S. since 2018. The objective of this study was to evaluate the cost effectiveness of calorie labeling at large U.S. fast-food chains.
methodsThis study evaluated the national implementation of calorie labeling at large fast-food chains from a modified societal perspective and projected its cost effectiveness over a 10-year period (2018-2027) using the Childhood Obesity Intervention Cost-Effectiveness Study microsimulation model. Using evidence from over 67 million fast-food restaurant transactions between 2015 and 2019, the impact of calorie labeling on calorie consumption and obesity incidence was projected. Benefits were estimated across all racial, ethnic, and income groups. Analyses were performed in 2022.
resultsCalorie labeling is estimated to be cost saving; prevent 550,000 cases of obesity in 2027 alone (95% uncertainty interval=518,000; 586,000), including 41,500 (95% uncertainty interval=33,700; 50,800) cases of childhood obesity; and save $22.60 in healthcare costs for every $1 spent by society in implementation costs. Calorie labeling is also projected to prevent cases of obesity across all racial and ethnic groups (range between 126 and 185 cases per 100,000 people) and all income groups (range between 152 and 186 cases per 100,000 people).
conclusionsCalorie labeling at large fast-food chains is estimated to be a cost-saving intervention to improve long-term population health. Calorie labeling is a low-cost intervention that is already implemented across the U.S. in large chain restaurants.
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Registered trials
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.