Evidence map›Paper›PMID 41348358›Full record

Trial reportJAMA network open2025

Food Compass Score vs FDA Healthy Labeling and Consumer Purchases: A Randomized Clinical Trial.

Bingbing Fan, Katherine Fuller, Julia Reedy Sharib, Jennifer L Pomeranz, Meng Wang, Lu Wang, Dariush Mozaffarian, Sean B Cash

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in JAMA network open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
  4. Goals in Nutrition Science 2025-2030.Frontiers in nutrition · 2026
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Bingbing FanFood is Medicine Institute, Friedman School of Nutrition Science & Policy, Tufts University, Boston, Massachusetts.
Katherine FullerDepartment of Applied Economics, Oregon State University, Corvallis.
Julia Reedy SharibFood is Medicine Institute, Friedman School of Nutrition Science & Policy, Tufts University, Boston, Massachusetts.
Jennifer L PomeranzDepartment of Public Health Policy and Management, School of Global Public Health, New York University, New York.
Meng WangFood is Medicine Institute, Friedman School of Nutrition Science & Policy, Tufts University, Boston, Massachusetts.
Lu WangFood is Medicine Institute, Friedman School of Nutrition Science & Policy, Tufts University, Boston, Massachusetts.
Dariush MozaffarianFood is Medicine Institute, Friedman School of Nutrition Science & Policy, Tufts University, Boston, Massachusetts.
Sean B CashFood is Medicine Institute, Friedman School of Nutrition Science & Policy, Tufts University, Boston, Massachusetts.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: The US Food and Drug Administration (FDA) has finalized a new front-of-package binary healthy label for packaged foods. Effects of this governmental label compared with a more holistic food rating score on consumer purchases are unknown. Objective: To evaluate the effects of the continuous Food Compass Score (FCS) and FDA healthy label in a real-choice randomized trial. Design, Setting, and Participants: This randomized clinical trial used real-choice experiments among adults recruited on-site at 6 locations of 3 supermarket chains in diverse neighborhoods across Massachusetts from July to November 2023. Intervention: Participants were randomized into 2 treatments: FCS (1-100) and FDA healthy (binary) labels. Real-choice experiments tested purchasing decisions comparing different snack foods with and without both label treatments, with these decisions leading to an actual final purchase. Each treatment group had 12 choice scenarios (6 labeled and 6 unlabeled) in which they could choose either 1 of 3 products or no product. Main Outcomes and Measures: Purchase choices (healthy product [defined as FCS≥70], unhealthy product, or no purchase) in multiple choice scenarios, recorded in-person by investigators, and willingness to pay for different features. Results: This study included 275 adults, with a median (IQR) age of 55 (38-66) years, and 175 (63.6%) were female. Compared with no label, both labels increased the purchase of healthier products (FCS: 11.2 [95% CI, 8.2 to 14.2] per 100 choices; P < .001; FDA healthy: 6.4 [95% CI, 3.4 to 9.4] per 100 choices; P < .001). Both labels also reduced the purchase of unhealthy products (FCS: -7.2 [95% CI, -9.9 to -4.6] per 100 choices; P < .001; FDA healthy: -6.3 [95% CI, -9.0 to -3.6] per 100 choices; P < .001). The FCS, but not FDA, label also reduced the occurrence of no purchases by 4.0 (95% CI, 1.8 to 6.1) per 100 choices (P < .001). Compared with the FDA healthy label, the FCS label increased healthy purchases by 1.75-fold (93 of 828 purchases [11.2%] vs 53 of 822 purchases [6.4%]). Conclusions and Relevance: In this randomized clinical trial, both labels increased healthy and decreased unhealthy product purchases, with larger effects as well as decreases in no-purchase decisions with the FCS label. These results can inform labeling decisions by policymakers, retailers, and manufacturers.

Indexed as

Consumer BehaviorFood LabelingFood PreferencesAdultChoice BehaviorFemaleHumansMaleMassachusettsMiddle AgedUnited StatesUnited States Food and Drug Administration

Identifiers

PMID41348358
PMCPMC12681036

What OpenQuestion holds

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Registered trials

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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.