NCT03880838

Brief Summary

The researchers' mission is to promote healthier eating behavior and to reduce costs associated with healthcare. The purpose of this study is to evaluate the effects of mailing randomly selected participants a letter promoting a plant-based diet. Depending on the experimental condition, participants may additionally receive a free documentary, Forks Over Knives, and they may also get letters which use commitment- or prevention-focused messages to encourage watching the documentary and changing their eating behavior. The researchers hypothesize that receiving the documentary will be associated with lower insurance claims and improved health outcomes one and two years later. The researchers also hypothesize that using either commitment- or prevention-focused messages will also contribute to lower insurance claims and improved health outcomes compared to experimental conditions where materials did not include these messages. This study will help the researchers design evidence-supported programs that can improve people's health.

Trial Health

87
On Track

Trial Health Score

Automated assessment based on enrollment pace, timeline, and geographic reach

Enrollment
11,234

participants targeted

Target at P75+ for not_applicable cardiovascular-diseases

Timeline
Completed

Started Jun 2019

Typical duration for not_applicable cardiovascular-diseases

Geographic Reach
1 country

1 active site

Status
completed

Health score is calculated from publicly available data and should be used for screening purposes only.

Trial Relationships

Click on a node to explore related trials.

Study Timeline

Key milestones and dates

First Submitted

Initial submission to the registry

March 14, 2019

Completed
5 days until next milestone

First Posted

Study publicly available on registry

March 19, 2019

Completed
3 months until next milestone

Study Start

First participant enrolled

June 20, 2019

Completed
1 year until next milestone

Primary Completion

Last participant's last visit for primary outcome

June 30, 2020

Completed
2 years until next milestone

Study Completion

Last participant's last visit for all outcomes

June 30, 2022

Completed
1.2 years until next milestone

Results Posted

Study results publicly available

September 7, 2023

Completed
Last Updated

May 20, 2025

Status Verified

May 1, 2025

Enrollment Period

1 year

First QC Date

March 14, 2019

Results QC Date

April 1, 2022

Last Update Submit

May 1, 2025

Conditions

Keywords

Plant-based dietBehavioral nudgeMail distributionRandomized controlled trialInsurance claimsChronic diseaseLetter-based interventionHealth behaviorsPrevention focusLoss framingCommitmentProvider testimonial

Outcome Measures

Primary Outcomes (7)

  • Medical Cost in US Dollars From One Year Before to One Year After Intervention

    Total annual amount of medical and pharmacy costs (sum) as reported by Geisinger Health Plan. General linear models are used to model change between the data from the year before the intervention and the data from one year after intervention. Lower costs is the desirable outcome.

    2 years

  • Number of Visits From One Year Before to One Year After Intervention

    Total number of primary care physician and specialist visits (sum) as reported by Geisinger Health Plan. General linear models are used to model change between the data from the year before the intervention and the data from one year after intervention. Fewer visits is the desirable outcome.

    2 years

  • Number of Prescriptions From One Year Before to One Year After Intervention

    Total number of prescriptions (fills) as reported by Geisinger Health Plan. General linear models are used to model change between the data from the year before the intervention and the data from one year after intervention. Fewer prescriptions is the desirable outcome.

    2 years

  • Number of Unique Prescribed Medication From One Year Before to One Year After Intervention

    Total number of unique prescribed medication in the past year as reported by Geisinger Health Plan. General linear models are used to model change between the data from the year before the intervention and the data from one year after intervention. Less unique prescribed medication is the desirable outcome.

    2 years

  • Body Mass Index From One Year Before to One Year After Intervention

    Taken from annual checkup with primary care provider. Computed from height (in meters) and weight (in kilograms) data with the formula kilograms/meters\^2. General linear models are used to model change between the data from the year before the intervention and the data from one year after intervention. A body mass index between the range of 18.5 to 25 is the desirable outcome.

    2 years

  • Systolic Blood Pressure From One Year Before to One Year After Intervention

    Taken from annual checkup with primary care provider. General linear models are used to model change between the data from the year before the intervention and the data from one year after intervention. Systolic blood pressure that is 120 millimeters of mercury (mmHg) or less is the desirable outcome.

    2 years

  • Diastolic Blood Pressure From One Year Before to One Year After Intervention

    Taken from annual checkup with primary care provider. General linear models are used to model change between the data from the year before the intervention and the data from one year after intervention. Systolic blood pressure that is 80 millimeters of mercury (mmHg) or less is the desirable outcome.

    2 years

Secondary Outcomes (19)

  • Triglyceride Levels From One Year Before to One Year After Intervention

    2 years

  • Low-density Lipoprotein (LDL) Levels From One Year Before to One Year After Intervention

    2 years

  • Five Years Before to Two Years After Intervention in Depressed Mood and Anhedonia as Assessed by the Patient Health Questionnaire-2 (PHQ-2) (Extended Time Frame)

    7 years

  • Hemoglobin A1c (hbA1c) From Five Years Before to Two Years After Intervention (Extended Time Frame)

    7 years

  • Low-density Lipoprotein/High-density Lipoprotein (LDL/HDL) Ratios From Five Years Before to Two Years After Intervention (Extended Time Frame)

    7 years

  • +14 more secondary outcomes

Study Arms (14)

No contact control

NO INTERVENTION

Participants are not contacted.

Letter

EXPERIMENTAL

Participants are only contacted through a letter with a personal testimonial.

Behavioral: Personal testimonial

Link and no nudge

EXPERIMENTAL

Participants are sent the Forks Over Knives documentary online link and a letter with a personal testimonial and no nudges.

Behavioral: Personal testimonialBehavioral: Forks Over Knives Documentary

Link and commitment nudge

EXPERIMENTAL

Participants are sent the Forks Over Knives documentary online link and a letter with a personal testimonial and a commitment nudge.

Behavioral: Personal testimonialBehavioral: Forks Over Knives DocumentaryBehavioral: Commitment nudge

Link and prevention nudge

EXPERIMENTAL

Participants are sent the Forks Over Knives documentary online link and a letter with a personal testimonial and a prevention nudge.

Behavioral: Personal testimonialBehavioral: Forks Over Knives DocumentaryBehavioral: Prevention nudge

Link and both nudges

EXPERIMENTAL

Participants are sent the Forks Over Knives documentary online link and a letter with a personal testimonial and both commitment and prevention nudges.

Behavioral: Personal testimonialBehavioral: Forks Over Knives DocumentaryBehavioral: Commitment nudgeBehavioral: Prevention nudge

DVD and no nudge

EXPERIMENTAL

Participants are sent the Forks Over Knives documentary DVD and a letter with a personal testimonial and no behavioral nudges.

Behavioral: Personal testimonialBehavioral: Forks Over Knives Documentary

DVD and commitment nudge

EXPERIMENTAL

Participants are sent the Forks Over Knives documentary DVD and a letter with a personal testimonial and a commitment nudge.

Behavioral: Personal testimonialBehavioral: Forks Over Knives DocumentaryBehavioral: Commitment nudge

DVD and prevention nudge

EXPERIMENTAL

Participants are sent the Forks Over Knives documentary DVD and a letter with a personal testimonial and a prevention nudge.

Behavioral: Personal testimonialBehavioral: Forks Over Knives DocumentaryBehavioral: Prevention nudge

DVD and both nudges

EXPERIMENTAL

Participants are sent the Forks Over Knives documentary DVD and a letter with a personal testimonial and both commitment and prevention nudges.

Behavioral: Personal testimonialBehavioral: Forks Over Knives DocumentaryBehavioral: Commitment nudgeBehavioral: Prevention nudge

Link and DVD and no nudge

EXPERIMENTAL

Participants are sent the Forks Over Knives documentary online link and DVD and a letter with a personal testimonial and no behavioral nudges.

Behavioral: Personal testimonialBehavioral: Forks Over Knives Documentary

Link and DVD and commitment nudge

EXPERIMENTAL

Participants are sent the Forks Over Knives documentary online link and DVD and a letter with a personal testimonial and a commitment nudge.

Behavioral: Personal testimonialBehavioral: Forks Over Knives DocumentaryBehavioral: Commitment nudge

Link and DVD and prevention nudge

EXPERIMENTAL

Participants are sent the Forks Over Knives documentary online link and DVD and a letter with a personal testimonial and a prevention nudge.

Behavioral: Personal testimonialBehavioral: Forks Over Knives DocumentaryBehavioral: Prevention nudge

Link and DVD and both nudges

EXPERIMENTAL

Participants are sent the Forks Over Knives documentary online link and DVD and a letter with a personal testimonial and both commitment and prevention nudges.

Behavioral: Personal testimonialBehavioral: Forks Over Knives DocumentaryBehavioral: Commitment nudgeBehavioral: Prevention nudge

Interventions

Participants will receive a letter promoting a plant-based diet. This letter will feature a personal testimonial about the benefits of a plant-based diet. Presenting this information to participants might encourage them to make behavioral changes to improve their health.

DVD and both nudgesDVD and commitment nudgeDVD and no nudgeDVD and prevention nudgeLetterLink and DVD and both nudgesLink and DVD and commitment nudgeLink and DVD and no nudgeLink and DVD and prevention nudgeLink and both nudgesLink and commitment nudgeLink and no nudgeLink and prevention nudge

Participants will be mailed the documentary Forks Over Knives, which provides scientific arguments promoting a plant-based and whole foods diet. The behavioral effect of this documentary comes from watching the documentary and potentially choosing to order a free cookbook (participants are given this opportunity in the letter accompanying the documentary). The effect of the diet itself is not a central part of the intervention, as people can choose to adopt or not adopt any part of the diet.

DVD and both nudgesDVD and commitment nudgeDVD and no nudgeDVD and prevention nudgeLink and DVD and both nudgesLink and DVD and commitment nudgeLink and DVD and no nudgeLink and DVD and prevention nudgeLink and both nudgesLink and commitment nudgeLink and no nudgeLink and prevention nudge

At the end of the letter promoting a plant-based diet, participants will be asked to write dates and personal signatures committing to watching the documentary. They will be asked to mail back this written commitment. Stating one's intentions to implement certain behavior is meant to increase the likelihood of follow-up behavior. This request might nudge more people to watch the documentary and make some behavioral changes to prevent negative health outcomes.

DVD and both nudgesDVD and commitment nudgeLink and DVD and both nudgesLink and DVD and commitment nudgeLink and both nudgesLink and commitment nudge

As part of the letter promoting a plant-based diet, one paragraph will describe the risks of not taking action. This phrasing reframes the status quo as contributing to future loss (e.g., costs of medication and operations). In effect, the letter encourages participants to focus on preventing this loss by taking action. This additional text might nudge more people to watch the documentary and make some behavioral changes to prevent negative health outcomes.

DVD and both nudgesDVD and prevention nudgeLink and DVD and both nudgesLink and DVD and prevention nudgeLink and both nudgesLink and prevention nudge

Eligibility Criteria

Age18 Years+
Sexall
Healthy VolunteersNo
Age GroupsAdult (18-64), Older Adult (65+)

You may qualify if:

  • Has two out of the three following conditions:
  • Body mass index over 30
  • Diagnosis of type 2 diabetes (specifically with at least one medication)
  • Diagnosis of cardiovascular disease
  • Has health insurance through Geisinger Health Plan (is an active member with a full 12-month enrollment in the previous year) under one of the following categories:
  • Medicare with required primary care provider
  • Medicaid
  • Individual policy under the Affordable Care Act
  • Has visited their primary care provider in the past 12 months

You may not qualify if:

  • Is institutionalized
  • Has active cancer, cirrhosis, renal failure, dementia, or active psychosis
  • Is in the same household as another selected participant

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Study Sites (1)

Geisinger Health System

Danville, Pennsylvania, 17822, United States

Location

Related Publications (2)

  • Milkman KL, Beshears J, Choi JJ, Laibson D, Madrian BC. Using implementation intentions prompts to enhance influenza vaccination rates. Proc Natl Acad Sci U S A. 2011 Jun 28;108(26):10415-20. doi: 10.1073/pnas.1103170108. Epub 2011 Jun 13.

    PMID: 21670283BACKGROUND
  • Tversky A, Kahneman D. The framing of decisions and the psychology of choice. Science. 1981 Jan 30;211(4481):453-8. doi: 10.1126/science.7455683.

    PMID: 7455683BACKGROUND

Related Links

MeSH Terms

Conditions

Cardiovascular DiseasesDiabetes MellitusObesityChronic DiseaseHealth Behavior

Condition Hierarchy (Ancestors)

Glucose Metabolism DisordersMetabolic DiseasesNutritional and Metabolic DiseasesEndocrine System DiseasesOverweightOvernutritionNutrition DisordersBody WeightSigns and SymptomsPathological Conditions, Signs and SymptomsDisease AttributesPathologic ProcessesBehavior

Limitations and Caveats

Due to limited data access, only information related to mailing and the outcomes were given to the researchers.

Results Point of Contact

Title
Amir Goren
Organization
Geisinger Clinic

Study Officials

  • Amir Goren, PhD

    Program Director

    PRINCIPAL INVESTIGATOR
  • Henri Carlo Y Santos, PhD

    Post-doctoral Fellow

    STUDY DIRECTOR
  • Christopher Chabris, PhD

    Professor

    STUDY DIRECTOR
  • Michelle N Meyer, PhD, JD

    Assistant Professor

    STUDY DIRECTOR
  • Allison Hess, BS

    Vice President

    STUDY DIRECTOR

Publication Agreements

PI is Sponsor Employee
Yes

Study Design

Study Type
interventional
Phase
not applicable
Allocation
RANDOMIZED
Masking
TRIPLE
Who Masked
PARTICIPANT, CARE PROVIDER, OUTCOMES ASSESSOR
Masking Details
Participants, care providers, and outcomes assessors will not know the participant's arm. Insurance claims data and medical health records will be used (after all identifying information is removed).
Purpose
SUPPORTIVE CARE
Intervention Model
FACTORIAL
Model Details: One group of participants will not be contacted at all (n = 6200). One group will only received a letter promoting a plant-based diet (n = 2200). Twelve groups (n = 550 for each group) will receive the letter promoting a plant-based diet, along with the Forks Over Knives documentary. The documentary will be delivered through 3 different methods, and the accompanying letter will contain 4 different combinations of behavioral nudges. * 1 primary control group (no contact) * 1 group contacted by letter * 3 groups (documentary distribution: online link, DVD, online link + DVD) x 4 groups (behavioral nudges in the letter: no nudge, commitment nudge, prevention nudge, commitment and prevention nudges) Note: The control group size is an estimate of number of participants who match the eligibility criteria but were not randomly assigned to an experimental group.
Sponsor Type
OTHER
Responsible Party
PRINCIPAL INVESTIGATOR
PI Title
Program Director

Study Record Dates

First Submitted

March 14, 2019

First Posted

March 19, 2019

Study Start

June 20, 2019

Primary Completion

June 30, 2020

Study Completion

June 30, 2022

Last Updated

May 20, 2025

Results First Posted

September 7, 2023

Record last verified: 2025-05

Data Sharing

IPD Sharing
Will share

Data with no personally identifiable information will be made available to other researchers on the Open Science Framework for transparency. This will include preregistered hypotheses, analysis plan and code, and the essential data needed to replicate the analysis that yielded reported findings.

Shared Documents
STUDY PROTOCOL, SAP, ANALYTIC CODE
Time Frame
The data will become available upon publication and will be available as long as the Open Science Framework hosts the data.
Access Criteria
The data on the Open Science Framework will be open to anyone requesting that information.
More information

Locations