Evidence map›Paper›PMID 36870551›Full record

ArticleAmerican heart journal2023

A randomized controlled trial of gamification, financial incentives, or both to increase physical activity among patients with elevated risk for cardiovascular disease: rationale and design of the be active study.

Alexander C Fanaroff, Mitesh S Patel, Neel Chokshi, Samantha Coratti, David Farraday, Laurie Norton, Charles Rareshide, Jingsan Zhu, Julia E Szymczak, Louise B Russell and 2 more

2 registry-linked trialsAbstract readClinical Trial Protocol
In one paragraph

Article in American heart journal, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
–field-weighted citation impact
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
NCT06818071 nacompletednot on this mapstarted 2024, after this paper: background citation

Application of Gamified Elements to Increase Daily Step Count in University Students in Taiwan A Randomized Controlled Trial

TypeinterventionalSponsorTaipei Medical UniversityRan2024 to 2025Enrolled255ConditionsPhysical Activity, Gamification, Daily Step CountArmsPoints and Leaderboards, Social Aspects, Health Messages, Pikmin Bloom
3 · Its place in the literature

Who cites it

13 citing papers in PubMed.

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  13. Positive and Negative Impacts of Gamification on the Fitness Industry.European journal of investigation in health, psychology and education · 2023
    Review
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

12 authors.

Alexander C FanaroffDepartment of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA; Penn Cardiovascular Outcomes, Quality, and Evaluative Research Center, University of Pennsylvania, Philadelphia, PA; Penn Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia, PA; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA; Penn Center for Digital Cardiology, University of Pennsylvania, Philadelphia, PA. Electronic address: alexander.fanaroff@pennmedicine.upenn.edu.
Mitesh S PatelAscension Health, St. Louis, MO.
Neel ChokshiDepartment of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA; Penn Center for Digital Cardiology, University of Pennsylvania, Philadelphia, PA.
Samantha CorattiPenn Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia, PA.
David FarradayPenn Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia, PA.
Laurie NortonPenn Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia, PA; Department of Medical Ethics and Health Policy, University of Pennsylvania, Philadelphia, PA.
Charles RareshidePenn Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia, PA.
Jingsan ZhuDepartment of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA; Penn Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia, PA; Department of Medical Ethics and Health Policy, University of Pennsylvania, Philadelphia, PA.
Julia E SzymczakDepartment of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT.
Louise B RussellPenn Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia, PA; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA; Department of Medical Ethics and Health Policy, University of Pennsylvania, Philadelphia, PA.
Dylan S SmallLeonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA; The Wharton School, University of Pennsylvania, Philadelphia, PA.
Kevin G M VolppDepartment of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA; Penn Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia, PA; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA; Department of Medical Ethics and Health Policy, University of Pennsylvania, Philadelphia, PA; The Wharton School, University of Pennsylvania, Philadelphia, PA.

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
Behavioral Economic Approaches to Increase Physical Activity among Patients with Elevated Risk for Cardiovascular DiseaseR61HL141440 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI PATEL, MITESH S., VOLPP, KEVIN G · 2018 to 2018
$446k
NHLBI NIH HHS R33 HL141440NHLBI NIH HHS R61 HL141440
6 · The paper itself

Abstract

backgroundHigher levels of physical activity are associated with improvements in cardiovascular health, and consensus guidelines recommend that individuals with or at risk for atherosclerotic cardiovascular disease (ASCVD) participate in regular physical activity. However, most adults do not achieve recommended levels of physical activity. Concepts from behavioral economics have been used to design scalable interventions that increase physical activity over short time periods, but the longer-term efficacy of these strategies is uncertain. STUDY DESIGN AND

objectivesBE ACTIVE (NCT03911141) is a pragmatic, virtual, randomized controlled trial designed to evaluate the effectiveness of 3 strategies informed by behavioral economic concepts to increase daily physical activity in patients with established ASCVD or 10-year ASCVD risk > 7.5% who are seen in primary care and cardiology clinics affiliated with the University of Pennsylvania Health System. Patients are contacted by email or text message, and complete enrollment and informed consent on the Penn Way to Health online platform. Patients are then provided with a wearable fitness tracker, establish a baseline daily step count, set a goal to increase daily step count by 33% to 50%, and are randomized 1:2:2:2 to control, gamification, financial incentives, or both gamification and financial incentives. Interventions continue for 12 months, with follow-up for an additional 6 months to evaluate the durability of behavior change. The trial has met its enrollment goal of 1050 participants, with a primary endpoint of change from baseline in daily steps over the 12-month intervention period. Key secondary endpoints include change from baseline in daily steps over the 6-month post-intervention follow-up period and change in moderate to vigorous physical activity over the intervention and follow-up periods. If the interventions prove effective, their effects on life expectancy will be compared with their costs in cost-effectiveness analysis.

conclusionsBE ACTIVE is a virtual, pragmatic randomized clinical trial powered to demonstrate whether gamification, financial incentives, or both are superior to attention control in increasing physical activity. Its results will have important implications for strategies to promote physical activity in patients with or at risk for ASCVD, as well as for the design and implementation of pragmatic virtual clinical trials within health systems.

Indexed as

Cardiovascular DiseasesMotivationAdultExerciseGamificationHumansPragmatic Clinical Trials as TopicRandomized Controlled Trials as Topic

Identifiers

PMID36870551
PMCPMC10919938

What OpenQuestion holds

Textmetadata
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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.