ArticleJAMA network open2019
Calories Purchased by Hospital Employees After Implementation of a Cafeteria Traffic Light-Labeling and Choice Architecture Program.
Article in JAMA network open, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 2 of them syntheses 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
29 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Occupational Health of Health-Care Workers with Overnutrition: Scoping Review with Meta-Analysis.Nutrients · 2023Pooled it
- Pooled it
- Traffic Light Labels and Dietary Behavior Change: A Randomized Clinical Trial.JAMA network open · 2025Trial
- Health Literacy, Numeracy, and Health Promotion: A Secondary Analysis of the Choosewell 365 Workplace Trial.American journal of preventive medicine · 2022Trial
- Automated Behavioral Workplace Intervention to Prevent Weight Gain and Improve Diet: The ChooseWell 365 Randomized Clinical Trial.JAMA network open · 2021Trial
- Effect of Personalized Incentives on Dietary Quality of Groceries Purchased: A Randomized Crossover Trial.JAMA network open · 2021Trial
- Fate of a food nudging intervention during the Corona-pandemic: unexpected shopping ban on a small clinic bistro.European journal of clinical nutrition · 2021Trial
- Prompting consumers to make healthier food choices in hospitals: a cluster randomised controlled trial.The international journal of behavioral nutrition and physical activity · 2020Trial
- Increasing Vegetable Intake by Emphasizing Tasty and Enjoyable Attributes: A Randomized Controlled Multisite Intervention for Taste-Focused Labeling.Psychological science · 2019Trial
- Roles of Psychiatry, Dietary, and Oncology Services in Occupational Medicine: A Comprehensive Review.Cureus · 2025Review
- A Scoping Review of Choice Architecture to Promote Healthy Nutrition in Health and Care Settings.Journal of human nutrition and dietetics : the official journal of the British Dietetic Association · 2025Article
- Can behavioural nudges promote reduced-salt dish orders on meal delivery apps?Public health · 2025Article
- Precision nutrition for cardiometabolic diseases.Nature medicine · 2025Review
- Behavioural economics intervention to implement a nutrition ranking system in food pantries: Be Well cluster randomised controlled trial protocol.BMJ public health · 2025Article
- Research on the expected utility of the nudge-based intervention strategy for healthy eating behavior in online catering.Frontiers in public health · 2025Article
- Effectiveness of workplace choice architecture modification for healthy eating and daily physical activity.BMC public health · 2024Article
- Genetic predisposition to macronutrient preference and workplace food choices.Molecular psychiatry · 2023Article
- A food bank program to help food pantries improve healthy food choices: mixed methods evaluation of The Greater Boston Food Bank's Healthy Pantry Program.BMC public health · 2023Article
- Nutritional Composition and Purchasing Patterns of Supermarket Prepared Foods Over Time.American journal of preventive medicine · 2023Article
- Nutrition Program Fidelity Assessment tool: a framework for optimising implementation in military dining facilities.Public health nutrition · 2023Article
Corrections and comments
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Authors and funding
4 authors.
Funding
Abstract
Importance: Nearly one-third of the 150 million US adults who are employed are obese. A workplace program that reduces employees' caloric intake could help prevent obesity. Objective: To determine if implementation of a hospital workplace cafeteria healthy eating program was associated with reduction in calories purchased by employees over 2 years. Design, Setting, and Participants: A longitudinal cohort study of 5695 employees who purchased food with their employee identification card before and after implementation of a workplace cafeteria healthy eating program was conducted from December 1, 2009, to February 29, 2012, in a hospital in Boston, Massachusetts. Statistical analysis was conducted from April 6, 2018, to May 14, 2019. Exposure: After a 3-month baseline period, "traffic light" food labels (in which green indicates healthy, yellow indicates less healthy, and red indicates least healthy) and choice architecture (product placement) changes were implemented permanently. Main Outcome and Measures: Main outcomes were changes in calories of employees' purchases from baseline (December 1, 2009, to February 28, 2010) to the same quarter 1 year (December 1, 2010, to February 28, 2011) and 2 years (December 1, 2011, to February 29, 2012) later. Purchases were obtained from sales data linked to employee identification cards. The hypothesized association of estimated changes in daily calories consumed with employees' weight was calculated using a dynamic model of weight change. Analyses were adjusted for age, sex, race/ethnicity, and job type. Results: Among the 5695 employees in the study, 4057 were women and 1638 were men, and the mean (SD) age was 40 (12) years. Baseline purchases had a mean of 565 kcal per transaction (95% CI, 558-572 kcal) and decreased 19 kcal per transaction (95% CI, -23 to -15 kcal) at 1 year and 35 kcal per transaction (95% CI, -39 to -31 kcal) at 2 years (-6.2%; P < .001) relative to baseline. The largest reduction was from red-labeled items, decreasing 42 kcal per transaction at 2 years (95% CI, -45 to -39 kcal) from a mean of 183 kcal per transaction (95% CI, 177-188 kcal) at baseline (-23.0%; P < .001). Calories from green-labeled items increased 6 kcal per transaction (95% CI, 3-9 kcal) from a mean of 152 kcal per transaction (95% CI, 149-155 kcal) (4.0%; P < .001), and calories from yellow-labeled items did not change. Among frequent purchasers (≥36 transactions per quarter; n = 453), total kilocalories per quarter at baseline was 41 784, which, averaged over the entire follow-up, decreased a mean of 4275 kcal/quarter (95% CI, -5325 to -3224 kcal) over 2 years. Assuming no compensatory changes in diet or activity, this equated to a reduction of 47 kcal per day and estimated a 2.0-kg weight loss over 3 years. Conclusions and Relevance: A workplace cafeteria traffic light-labeling and choice architecture program was associated with a sustained decrease in calories purchased, particularly from unhealthy foods. Point-of-purchase programs could help improve dietary intake and prevent obesity in employees.
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