Behavioral Economics to Implement Nutrition Ranking in Food Pantries

January 29, 2026 updated by: Anne N. Thorndike, MD, MPH, Massachusetts General Hospital

Behavioral Economics to Implement a Traffic Light Nutrition Ranking System in a Network of Food Pantries

The goal of this randomized controlled trial is to test whether using behavioral economic strategies to promote healthy food choices on a food bank's online ordering platform increases the use of the traffic light nutrition ranking system and increases healthier food selections by the food agencies (e.g., food pantries) who use the food bank.

Study Overview

Detailed Description

This study will use behavioral economic strategies to promote utilization of traffic-light nutrition ranking in the Greater Boston Food Bank (GBFB) order system to improve the dietary quality of food ordered by GBFB agencies. Supporting Wellness at Pantries (SWAP) is a program to guide both traffic light labeling for use on ordering platforms and pantry shelves, as well as food pantry layout to inform clients and encourage healthy food choice.This study is a collaboration with the Greater Boston Food Bank (GBFB) to test BE strategies (choice architecture, framing, social norms) for implementation of an evidence-based intervention (traffic light nutrition ranking, SWAP). We will determine if behavioral economic interventions on the GBFB online ordering platform increase agencies' use of traffic light nutrition labels when placing orders and increases their healthy food orders. We will conduct a 12-month randomized controlled trial comparing agencies' ordering experiences and outcomes with the current user interface (control) to a "SWAP-enhanced" user interface (intervention). All GBFB partner agencies will be randomized to see either the control or intervention interfaces when they log on to ShopGBFB, GBFB's online food ordering platform. In addition, intervention group agencies will receive monthly emails from GBFB about SWAP labeling, such as why common items receive certain rankings (e.g., canned green beans will have a yellow label if there is added sodium) and common misunderstandings people have about SWAP labels (e.g., explaining why all chicken items do not get the same SWAP ranking). At the end of 12 months, agency staff will complete a survey about their online ordering experiences at GBFB. In the next phase, the SWAP-enhanced ShopGBFB interface will be updated, adapted, and implemented for all 364 agencies that place orders. Agency ordering outcomes will be monitored for 12 additional months.

Study Type

Interventional

Enrollment (Estimated)

364

Phase

  • Not Applicable

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Contact

Study Contact Backup

Study Locations

    • Massachusetts
      • Boston, Massachusetts, United States, 02114
        • Massachusetts General Hospital

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Ages Eligible for Study

  • Adult
  • Older Adult

Accepts Healthy Volunteers

Yes

Description

Inclusion Criteria:

  • Food agencies that order food from the Greater Boston Food Bank (GBFB) online ordering platform.

Exclusion Criteria:

  • Food agencies that do not order food from the GBFB online platform within 2 months of the start of the study.

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

  • Primary Purpose: Prevention
  • Allocation: Randomized
  • Interventional Model: Parallel Assignment
  • Masking: Single

Arms and Interventions

Participant Group / Arm
Intervention / Treatment
Experimental: Behavioral economics-enhanced user interface
Food agencies will see the behavioral economics (BE)-enhanced interface by default; food items will be sorted with green-labeled items listed first, followed by yellow, then red. If users search for a specific item type (e.g., chicken) the results returned for that item type will also be sorted so that green-labeled items are listed first. At any time during the ordering episode, users will have the option to switch from the BE-enhanced default to an alternate sorting or filtering choice, such as alphabetical or cost. Users will be shown the percent of items (by weight) that are labeled green in a prominent location on the ordering screen. The percent green-labeled items in the order will appear alongside messaging reporting the average percent green-labeled items ordered by GBFB pantries that rank in the top 10% based on this metric. Agencies will receive monthly emails from GBFB about SWAP, describing why common items receive certain SWAP rankings (e.g., item is yellow vs green).
The intervention changes the ordering platform visible to food agencies using behavioral economics strategies to promote healthier food choices.
No Intervention: Usual user interface
When agency staff log on to the food bank platform, by default, foods are listed in alphabetical order. If they wish, users can change how items are sorted or filtered using pull-down menus and check-boxes, including the ability to have items sorted or filtered based on traffic light labels. As orders are created, an information section at the top of the page is updated with details on the order weight and cost. Agencies will not receive emails about SWAP.

What is the study measuring?

Primary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Healthy food agency orders from the food bank
Time Frame: 12 months
This will be the change from baseline to 12 months in the percentage of foods ordered (by weight) that have green labels.
12 months

Secondary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Proportion of agencies that ever used the traffic light label sorting or filtering when ordering from the food bank
Time Frame: 12 months
This outcome will be the proportion of agencies in the intervention vs. control group that report using the traffic-light sorting/filtering when making orders during the 12 month intervention period.
12 months

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Estimated)

January 1, 2027

Primary Completion (Estimated)

April 1, 2027

Study Completion (Estimated)

June 30, 2028

Study Registration Dates

First Submitted

May 3, 2023

First Submitted That Met QC Criteria

May 3, 2023

First Posted (Actual)

May 11, 2023

Study Record Updates

Last Update Posted (Actual)

February 2, 2026

Last Update Submitted That Met QC Criteria

January 29, 2026

Last Verified

January 1, 2026

More Information

Terms related to this study

Other Study ID Numbers

  • 2023p001207

Plan for Individual participant data (IPD)

Plan to Share Individual Participant Data (IPD)?

NO

Drug and device information, study documents

Studies a U.S. FDA-regulated drug product

No

Studies a U.S. FDA-regulated device product

No

This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.

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