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This is a cluster randomized controlled trial of 30 food pantries affiliated with the Greater Boston Food Bank to test the use of behavioral economics (BE) tools to encourage food pantries to implement the Supporting Wellness at Pantries (SWAP) program, with the goal of fostering accurate use of SWAP traffic light labels on pantry shelves and increasing the healthfulness of foods chosen by pantry clients. Primary outcomes will be assessed at 6 and 12 months to compare the implementation and effectiveness of the SWAP program in the intervention vs. control pantries.
This study will test the use of behavioral economics (BE) tools to encourage food pantries to implement the Supporting Wellness at Pantries (SWAP) program, with the goal of encouraging pantries to use SWAP traffic light labels on pantry shelves and increase the healthfulness of foods chosen by pantry clients. The study design is a 12-month cluster RCT of 30 Greater Boston Food Bank partner pantries comparing a basic SWAP implementation strategy (control, n=15) with a BE-enhanced SWAP implementation strategy (intervention, n=15). Primary outcomes assessed at 6 and 12 months will be implementation of the SWAP program within pantries and improvement of client food choices and dietary quality. At the end of 12 months, the BE-enhanced SWAP implementation strategy will be adapted, updated, and offered to the 15 pantries assigned to control (waitlist) at baseline. The 15 intervention pantries will be followed without further intervention.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Behavioral economics-enhanced SWAP implementation strategy | Experimental | Pantries assigned to the intervention group will receive behavioral nudges for implementing the SWAP nutrition program. These include: 1) invoice labeling with the food labeled as red, yellow, or green; 2) receipt of the SWAP toolkit at no cost; 3) pantry learning communities; 4)incentives to purchase SWAP implementation materials (e.g., shelves); 5) food bank recognition for SWAP implementation. |
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| Basic SWAP implementation strategy | Active Comparator | Pantries assigned to the control arm will receive email communication from the food bank dietitian providing them with information about SWAP, online links to SWAP implementation guides, and encouragement to purchase SWAP Toolkits on their own. |
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| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Behavioral economics-enhanced SWAP implementation | Behavioral | Intervention will include behavioral nudges at baseline and over 12 months to promote use of the SWAP nutrition program for pantries. |
| Measure | Description | Time Frame |
|---|---|---|
| Pantry SWAP implementation | Proportion of pantries in the intervention vs. control group that implement SWAP (e.g., traffic-light labels on shelves) | 6 months and 12 months |
| Percent items (by weight) ordered by pantry that are labeled green or red | Using data collected from the food bank ordering platform, this outcome will be the proportions (by weight) of the overall orders from GBFB that are green-labeled and red-labeled according to SWAP ranking categories | 6 months and 12 months |
| Percent of pantry clients' selected food that is green or red | Using pantry client basket assessments, the total proportion (by weight) of food selected by the client that is labeled green (or red) will be calculated for each participant | 6 months and 12 months |
| Client dietary quality score | Rapid Prime Dietary Quality Score (range 0 to 52, higher is healthier) collected at the time clients are leaving the pantry | 6 months and 12 months |
| Measure | Description | Time Frame |
|---|---|---|
| Skin carotenoid level | Measured using the Veggie Meter scale at the time clients leave the pantry; range is 0 to 800 units, with higher scores indicating higher carotenoid levels (and therefore higher fruit and vegetable intake) | 6 months and 12 months |
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Inclusion Criteria:
Exclusion Criteria:
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| Name | Role | Phone | Extension | |
|---|---|---|---|---|
| Anne N Thorndike, MD, MPH | Contact | 617-724-4608 | athorndike@mgh.harvard.edu | |
| Douglas Levy, PhD | Contact | 617-643-3595 | dlevy3@mgh.harvard.edu |
| Name | Affiliation | Role |
|---|---|---|
| Anne N Thorndike, MD, MPH | Massachusetts General Hospital | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Massachusetts General Hospital | Recruiting | Boston | Massachusetts | 02114 | United States |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 41496767 | Derived | Perez PD, Faulkner KC, Wu Y, Schwartz MB, Caspi C, Burgun R, Ortiz L, Jia J, Cheng J, Chang Y, Levy DE, Thorndike AN. Behavioural economics intervention to implement a nutrition ranking system in food pantries: Be Well cluster randomised controlled trial protocol. BMJ Public Health. 2025 Dec 30;3(2):e003650. doi: 10.1136/bmjph-2025-003650. eCollection 2025. |
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Data collected from pantry client assessments at baseline, 6 months, and 12 months will be shared. This includes de-identified survey data, including dietary score data, client basket data with food identified as green, yellow, or red-labeled, and skin carotenoid levels. De-identified and aggregated food pantry ordering data, which is secondary data collected from the food bank ordering, will also be shared. The data and details related to our analytic plan and study measures will be deposited in a publicly accessible data repository, such as the Harvard Dataverse, a NIH-approved Scientific Generalist Data Repository free to researchers inside and outside of the Harvard community.
Analytic plans and details will be made available no later than the official publication date of a peer-reviewed article and will be available for at least five years after the study period ends. De-identified data from the study will be made publicly available through the data repository within 90 days of the closeout of the project and made available according to the Harvard Dataverse's data retention policy. Additionally, data for each publication will be deposited by the time of publication.
In accordance with the data repository methods, completion of a data use agreement form, that stipulates data sharing under an IRB-approved protocol, will be required for accessing the data.
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| Basic SWAP implementation | Behavioral | Intervention will include basic information about the SWAP program and encouragement to obtain SWAP toolkits. |
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