NCT04133831

Brief Summary

Publicly available outcome assessments for transplant programs do not make salient that some programs tend to reject many of the hearts they are offered, whereas other programs accept a broader range of donor offers. The investigators use empirical studies to test whether transplant center performance data (i.e. transplant and waitlist outcome statistics) that reflect center donor acceptance rates influence laypersons to evaluate centers with high organ decline rates less favorably than centers with low organ decline rates. 1000 lay participants will be recruited from Amazon Mechanical Turk and randomized to one of five different information presentation conditions. Participants will be given an introduction to the donor organ match process, then asked to view the table of transplant outcomes corresponding to the condition they were randomized to. Each participant is asked to choose between two hospitals: one hospital with an non-selective, "accepting" strategy (takes all donor heart offers), and one hospital with a more selective, "cherrypicking" strategy (tends to reject donor offers that are less than "excellent" quality).

Trial Health

87
On Track

Trial Health Score

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

Enrollment
1,019

participants targeted

Target at P75+ for not_applicable

Timeline
Completed

Started Nov 2019

Shorter than P25 for not_applicable

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

October 18, 2019

Completed
3 days until next milestone

First Posted

Study publicly available on registry

October 21, 2019

Completed
25 days until next milestone

Study Start

First participant enrolled

November 15, 2019

Completed
6 months until next milestone

Primary Completion

Last participant's last visit for primary outcome

April 30, 2020

Completed
Same day until next milestone

Study Completion

Last participant's last visit for all outcomes

April 30, 2020

Completed
4.5 years until next milestone

Results Posted

Study results publicly available

October 29, 2024

Completed
Last Updated

April 23, 2026

Status Verified

April 1, 2026

Enrollment Period

6 months

First QC Date

October 18, 2019

Results QC Date

March 21, 2024

Last Update Submit

April 3, 2026

Conditions

Keywords

Heart TransplantTransplant SurvivalApplied EthicsDecision PsychologyHuman Behavior

Outcome Measures

Primary Outcomes (1)

  • Hospital Choice

    The outcome variable will be a measure of binary choice between two hospitals: one with a selective donor-heart acceptance strategy and one with a non-selective donor heart acceptance strategy. Participants will respond to the question "Which Hospital is a better choice for patients? Please click on one of the two tables below to indicate which hospital is the better choice." Participants will choose been two outcome tables featuring the selective and non-selective hospital (counterbalanced, such that each of the two choices is equally likely to be presented at top of the choice scenario in each condition). The number of participants that choose each hospital will be the measured outcome variable used in analyses.

    1 day

Secondary Outcomes (1)

  • Mediator of Hospital Choice

    1 day

Study Arms (5)

Condition 1: Combined only

NO INTERVENTION

Participants randomized to baseline (control) arm Condition 1 will view only combined transplant survival outcome information (e.g. transplant survival rate not stratified by number and quality of donor hearts accepted at each center) when making a choice between the two hospitals.

Condition 2: Combined plus Total

EXPERIMENTAL

Participants randomized to Condition 2 will view combined transplant survival and total survival outcome information when making a choice between the two hospitals.

Other: Total Survival

Condition 3: Stratified only

EXPERIMENTAL

Participants randomized to Condition 3 will view only stratified transplant survival outcome information when making a choice between the two hospitals.

Other: Stratified Transplant Survival

Condition 4: Stratified plus Total

EXPERIMENTAL

Participants randomized to Condition 4 will view stratified transplant survival and total survival outcome information when making a choice between the two hospitals.

Other: Total SurvivalOther: Stratified Transplant Survival

Condition 5: Total only

EXPERIMENTAL

Participants randomized to Condition 5 will view only total survival outcome information when making a choice between the two hospitals.

Other: Total Survival

Interventions

The overall or "total" survival rate at each center is displayed in the table of outcome statistics. Total survival is computed from survival rates of both transplant and waitlist patients: \[(number of patients surviving after transplant at end of year + number of patients alive on waitlist at end of year)\] / \[number of patients alive on waitlist at start of year\].

Condition 2: Combined plus TotalCondition 4: Stratified plus TotalCondition 5: Total only

The transplant survival rate in the table of outcome statistics is stratified into two groups: (i) patients who received excellent donor organs and (ii) patients who received less than optimal donor organs. Stratified transplant survival is computed from survival rates of transplant patients who received each quality category of organ. excellent transplant survival = \[number of patients surviving after transplant with excellent organ\]/\[number of patients for whom excellent organ was accepted for transplant\] marginal transplant survival = \[number of patients surviving after transplant with marginal organ\]/\[number of patients for whom marginal organ was accepted for transplant\]

Condition 3: Stratified onlyCondition 4: Stratified plus Total

Eligibility Criteria

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

You may qualify if:

  • years of age or older
  • must read and understand the information in the consent form
  • must want to participate in the research and continue with the survey
  • must live in United States

You may not qualify if:

  • Participants on mTurk will not be allowed to participate if they fail to pass the initial "bot screening", a multiple-choice question that asks, "What phone number should you dial when there is an emergency?" The obvious correct response in this screening question is "911", so participants who select one of the incorrect responses (i.e. "1-800-ANTIBOT", "1-877-MTURKER", "123") are filtered out and not allowed to complete the survey.
  • Participants on mTurk will be allowed to participate, but excluded from data analysis, if they submit a nonsense response to the free-response question which reads, "In your own words, why do you think patients should choose the hospital you picked?" This question takes place after the participant has viewed the choice stimuli and selected their response. If participants input nonsense in the text response box, they will be permitted to complete the survey and paid, but filtered out from the data analysis.

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Study Sites (1)

Carnegie Mellon University

Pittsburgh, Pennsylvania, 15213, United States

Location

Limitations and Caveats

Selection bias or underrepresentation of certain groups due to online worker platform.

Results Point of Contact

Title
Gretchen Chapman
Organization
Carnegie Mellon University

Study Officials

  • Alison E Butler, BS

    Carnegie Mellon University

    PRINCIPAL INVESTIGATOR

Publication Agreements

PI is Sponsor Employee
No
Restrictive Agreement
No

Study Design

Study Type
interventional
Phase
not applicable
Allocation
RANDOMIZED
Masking
SINGLE
Who Masked
PARTICIPANT
Purpose
HEALTH SERVICES RESEARCH
Intervention Model
FACTORIAL
Sponsor Type
OTHER
Responsible Party
PRINCIPAL INVESTIGATOR
PI Title
Professor

Study Record Dates

First Submitted

October 18, 2019

First Posted

October 21, 2019

Study Start

November 15, 2019

Primary Completion

April 30, 2020

Study Completion

April 30, 2020

Last Updated

April 23, 2026

Results First Posted

October 29, 2024

Record last verified: 2026-04

Data Sharing

IPD Sharing
Will share

The PI will make all of the raw IPD files - together with statistical analysis protocol descriptions and information for proper analysis available for download a minimum of 1 year, and a maximum of 3 years, after publication of the corresponding manuscripts. All human subjects data are anonymized immediately when they are initially written from the online survey platform to the server, and thus participant confidentiality will not be compromised by this plan for data sharing. All hypotheses, methods, and planned analyses for the applicant's studies will be pre-registered on ClinicalTrials.gov and Open Science Framework.

Shared Documents
STUDY PROTOCOL, SAP, ICF, ANALYTIC CODE
Time Frame
All of the raw files, statistical analysis protocol descriptions, and information for proper analysis will be available for download a minimum of 1 year, and a maximum of 3 years, after publication of the corresponding manuscripts.
More information

Locations