Evidence map›Paper›PMID 38583084›Full record

Trial reportCirculation2024

Effect of Gamification, Financial Incentives, or Both to Increase Physical Activity Among Patients at High Risk of Cardiovascular Events: The BE ACTIVE Randomized Controlled Trial.

Alexander C Fanaroff, Mitesh S Patel, Neel Chokshi, Samantha Coratti, David Farraday, Laurie Norton, Charles Rareshide, Jingsan Zhu, Tamar Klaiman, Julia E Szymczak and 3 more

Registry-linked trialOpen access · bronzeAbstract readRandomized Controlled TrialPragmatic Clinical Trial
In one paragraph

Trial report in Circulation, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03911141 (Behavioral Economic Approaches to Increase Physical Activity Among Patients With Elevated Risk for Cardiovascular Disease), which is not on this map. Cited by 27 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed, 1 pooled it
11.4field-weighted citation impact, top 1% of its field
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.

NCT03911141 nacompletednot on this map

Behavioral Economic Approaches to Increase Physical Activity Among Patients With Elevated Risk for Cardiovascular Disease

TypeinterventionalSponsorUniversity of PennsylvaniaRan2019 to 2024Enrolled1,062ConditionsAtherosclerotic Cardiovascular DiseaseArmsGamification, Financial
3 · Its place in the literature

Who cites it

27 citing papers in PubMed, 1 synthesis or guideline pooled it, 35 citations in OpenAlex.

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  20. AI and Digital Health: Personalizing Physical Activity to Improve Population Health.Circulation. Cardiovascular quality and outcomes · 2025
    Article
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

13 authors at 5 institutions in 3 countries.

Alexander C FanaroffDepartment of Medicine, Perelman School of Medicine, (A.C.F., N.C., J.Z., T.K., K.G.M.V.), University of Pennsylvania, Philadelphia.ORCID 0000-0002-9060-5307
Mitesh S PatelAscension Health, St. Louis, MO (M.S.P.).ORCID 0000-0002-5997-9984
Neel ChokshiDepartment of Medicine, Perelman School of Medicine, (A.C.F., N.C., J.Z., T.K., K.G.M.V.), University of Pennsylvania, Philadelphia.ORCID 0000-0003-1662-4312
Samantha CorattiPenn Center for Health Incentives and Behavioral Economics (AC.F., S.C., D.F., L.N., C.R., J.Z., T.K., L.B.R., K.G.M.V.), University of Pennsylvania, Philadelphia.
David FarradayPenn Center for Health Incentives and Behavioral Economics (AC.F., S.C., D.F., L.N., C.R., J.Z., T.K., L.B.R., K.G.M.V.), University of Pennsylvania, Philadelphia.
Laurie NortonPenn Center for Health Incentives and Behavioral Economics (AC.F., S.C., D.F., L.N., C.R., J.Z., T.K., L.B.R., K.G.M.V.), University of Pennsylvania, Philadelphia.ORCID 0000-0002-2112-9669
Charles RareshidePenn Center for Health Incentives and Behavioral Economics (AC.F., S.C., D.F., L.N., C.R., J.Z., T.K., L.B.R., K.G.M.V.), University of Pennsylvania, Philadelphia.ORCID 0000-0001-8642-4549
Jingsan ZhuDepartment of Medicine, Perelman School of Medicine, (A.C.F., N.C., J.Z., T.K., K.G.M.V.), University of Pennsylvania, Philadelphia.
Tamar KlaimanDepartment of Medicine, Perelman School of Medicine, (A.C.F., N.C., J.Z., T.K., K.G.M.V.), University of Pennsylvania, Philadelphia.ORCID 0000-0001-8718-5674
Julia E SzymczakDepartment of Internal Medicine, University of Utah School of Medicine, Salt Lake City (J.E.S.).ORCID 0000-0002-3230-8670
Louise B RussellPenn Center for Health Incentives and Behavioral Economics (AC.F., S.C., D.F., L.N., C.R., J.Z., T.K., L.B.R., K.G.M.V.), University of Pennsylvania, Philadelphia.
Dylan S SmallLeonard Davis Institute of Health Economics (A.C.F., N.C., L.B.R., D.S.S., K.G.M.V.), University of Pennsylvania, Philadelphia.
Kevin G M VolppDepartment of Medicine, Perelman School of Medicine, (A.C.F., N.C., J.Z., T.K., K.G.M.V.), University of Pennsylvania, Philadelphia.ORCID 0000-0003-3389-6707
University of Pennsylvania · USInstitute of Medical Ethics · GBPenn Center for AIDS Research · USAscension · USUniversity of Utah · US

Funding

Behavioral Economic Approaches to Increase Physical Activity among Patients with Elevated Risk for Cardiovascular DiseaseR33HL141440 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI FANAROFF, ALEXANDER CRAIG, VOLPP, KEVIN G · 2019 to 2022
$3.3M
NHLBI NIH HHS R33 HL141440
6 · The paper itself

Abstract

backgroundPhysical activity is associated with a lower risk of major adverse cardiovascular events, but few individuals achieve guideline-recommended levels of physical activity. Strategies informed by behavioral economics increase physical activity, but their longer-term effectiveness is uncertain. We sought to determine the effect of behaviorally designed gamification, loss-framed financial incentives, or their combination on physical activity compared with attention control over 12-month intervention and 6-month postintervention follow-up periods.

methodsBetween May 2019 and January 2024, participants with clinical atherosclerotic cardiovascular disease or a 10-year risk of myocardial infarction, stroke, or cardiovascular death of ≥7.5% by the Pooled Cohort equation were enrolled in a pragmatic randomized clinical trial. Participants received a wearable device to track daily steps, established a baseline, selected a step goal increase, and were randomly assigned to control (n=151), behaviorally designed gamification (n=304), loss-framed financial incentives (n=302), or gamification+financial incentives (n=305). The primary outcome of the trial was the change in mean daily steps from baseline through the 12-month intervention period.

resultsA total of 1062 patients (mean±SD age, 67±8; 61% female; 31% non-White) were enrolled. Compared with control subjects, participants had significantly greater increases in mean daily steps from baseline during the 12-month intervention in the gamification arm (adjusted difference, 538.0 [95% CI, 186.2-889.9];

conclusionsBehaviorally designed gamification, loss-framed financial incentives, and the combination of both increased physical activity compared with control over a 12-month intervention period, with the largest effect in gamification+financial incentives. These interventions could be a useful component of strategies to reduce cardiovascular risk in high-risk patients. REGISTRATION: URL: https://clinicaltrials.gov; Unique Identifier: NCT03911141.

Indexed as

Cardiovascular DiseasesExerciseMotivationAgedFemaleHumansMaleMiddle Agedcardiovascular diseaseseconomics, behavioralexercisegamificationhealth behavior

Identifiers

PMID38583084
PMCPMC11795842
OpenAlexW4394063654

What OpenQuestion holds

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LicenceTDM
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Registered trials

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.