SynthesisObesity (Silver Spring, Md.)2017
A Systematic Review of Calorie Labeling and Modified Calorie Labeling Interventions: Impact on Consumer and Restaurant Behavior.
Synthesis in Obesity (Silver Spring, Md.), 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 80 papers, 5 of them syntheses that pooled 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.
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
80 citing papers in PubMed, 5 syntheses or guidelines pooled 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
- The impact of the consumer and neighbourhood food environment on dietary intake and obesity-related outcomes: A systematic review of causal impact studies.Social science & medicine (1982) · 2022Pooled it
- Impact of color-coded and warning nutrition labelling schemes: A systematic review and network meta-analysis.PLoS medicine · 2021Pooled it
- Impact of health warning labels on selection and consumption of food and alcohol products: systematic review with meta-analysis.Health psychology review · 2021Pooled it
- Nutritional labelling for healthier food or non-alcoholic drink purchasing and consumption.The Cochrane database of systematic reviews · 2018Pooled it
- Does the range of ecolabels on offer alter their impact on meal selection? An online randomised control trial.BMC public health · 2025Trial
- The effect of healthier menu item price reductions in the out-of-home food sector on energy purchased and consumed: a restaurant-based pilot experiment.BMC public health · 2025Trial
- The impact of calorie labelling and proportional pricing on out of home food orders: a randomised controlled trial study using a virtual food and drink delivery app.The international journal of behavioral nutrition and physical activity · 2023Trial
- Online RCT of Icon Added-Sugar Warning Labels for Restaurant Menus.American journal of preventive medicine · 2023Trial
- Perceived effectiveness of added-sugar warning label designs for U.S. restaurant menus: An online randomized controlled trial.Preventive medicine · 2022Trial
- Efficacy of calorie labelling for alcoholic and non-alcoholic beverages on restaurant menus on noticing information, calorie knowledge, and perceived and actual influence on hypothetical beverage orders: a randomized trial.Canadian journal of public health = Revue canadienne de sante publique · 2022Trial
- Cafeteria Online: Nudges for Healthier Food Choices in a University Cafeteria-A Randomized Online Experiment.International journal of environmental research and public health · 2021Trial
- Do nutritional warnings encourage healthier choices on food ordering websites? An exploratory experimental study in Uruguay.Public health nutrition · 2021Trial
- Messages Promoting Healthy Kids' Meals: An Online RCT.American journal of preventive medicine · 2021Trial
- Testing the efficacy of and parents' preferences for nutrition labels on children's menus from a full-service chain restaurant: results of an online experiment.Public health nutrition · 2020Trial
- Socioeconomic position and the impact of increasing availability of lower energy meals vs. menu energy labelling on food choice: two randomized controlled trials in a virtual fast-food restaurant.The international journal of behavioral nutrition and physical activity · 2020Trial
- The Effect of Graphic Warnings on Sugary-Drink Purchasing.Psychological science · 2018Trial
- Modelling enablers and barriers to improve uptake of a fruit and vegetable voucher scheme (the fresh street community) in England: a TISM-MICMAC approach.BMC public health · 2026Article
- 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
- Why does calorie information produce mixed evidence for its effect on food choices?Scientific reports · 2025Article
20 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
Abstract
objectiveEvidence on the effects of restaurant calorie labeling on consumer and restaurant behavior is mixed. This paper examined: (1) consumer responses to calorie information alone or compared to modified calorie information and (2) changes in restaurant offerings following or in advance of menu labeling implementation.
methodsSearches were conducted in PubMed, Web of Science, Policy File, and PAIS International to identify restaurant calorie labeling studies through October 1, 2016, that measured calories ordered, consumed, or available for purchase on restaurant menus. The reference lists of calorie labeling articles were also searched.
resultsFifty-three studies were included: 18 in real-world restaurants, 9 in cafeterias, and 21 in laboratory or simulation settings. Five examined restaurant offerings.
conclusionsBecause of a lack of well-powered studies with strong designs, the degree to which menu labeling encourages lower-calorie purchases and whether that translates to a healthier population are unclear. Although there is limited evidence that menu labeling affects calories purchased at fast-food restaurants, some evidence demonstrates that it lowers calories purchased at certain types of restaurants and in cafeteria settings. The limited data on modified calorie labels find that such labels can encourage lower-calorie purchases but may not differ in effects relative to calorie labels alone.
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What OpenQuestion holds
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.