Messaging Informed by Behavioral Economics and Representativeness in Clinical Research Enrollment: Four Randomized Clinical Trials.

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Title: Messaging Informed by Behavioral Economics and Representativeness in Clinical Research Enrollment: Four Randomized Clinical Trials.
Authors: Fanaroff AC; Behavioral Economics to Transform Trial Enrollment Representativeness Center, University of Pennsylvania, Philadelphia.; Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.; Palliative and Advanced Illness Research Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia.; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia.; Center for Health Incentives and Behavioral Economics, Perelman School of Medicine, University of Pennsylvania, Philadelphia.; Penn Cardiovascular Outcomes, Quality, and Evaluative Research Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia., Patel N; Behavioral Economics to Transform Trial Enrollment Representativeness Center, University of Pennsylvania, Philadelphia.; Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.; Palliative and Advanced Illness Research Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia., Whitman C; Behavioral Economics to Transform Trial Enrollment Representativeness Center, University of Pennsylvania, Philadelphia.; Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.; Palliative and Advanced Illness Research Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia., Lieberman A; Behavioral Economics to Transform Trial Enrollment Representativeness Center, University of Pennsylvania, Philadelphia.; Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.; Palliative and Advanced Illness Research Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia., Blady S; Behavioral Economics to Transform Trial Enrollment Representativeness Center, University of Pennsylvania, Philadelphia.; Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.; Palliative and Advanced Illness Research Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia., Morse Kripke C; Behavioral Economics to Transform Trial Enrollment Representativeness Center, University of Pennsylvania, Philadelphia.; Penn Medicine Biobank, Perelman School of Medicine, University of Pennsylvania, Philadelphia., Naseer N; Behavioral Economics to Transform Trial Enrollment Representativeness Center, University of Pennsylvania, Philadelphia.; Penn Medicine Biobank, Perelman School of Medicine, University of Pennsylvania, Philadelphia., Weaver J; Behavioral Economics to Transform Trial Enrollment Representativeness Center, University of Pennsylvania, Philadelphia.; Penn Medicine Biobank, Perelman School of Medicine, University of Pennsylvania, Philadelphia., Ogunniyi M; Behavioral Economics to Transform Trial Enrollment Representativeness Center, University of Pennsylvania, Philadelphia.; Division of Cardiology, Emory University School of Medicine, Atlanta, Georgia.; Grady Health System, Atlanta, Georgia., Kohn R; Behavioral Economics to Transform Trial Enrollment Representativeness Center, University of Pennsylvania, Philadelphia.; Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.; Palliative and Advanced Illness Research Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia.; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia., Morris AA; Behavioral Economics to Transform Trial Enrollment Representativeness Center, University of Pennsylvania, Philadelphia.; Bayer Pharma, Whippany, New Jersey., Stephens-Shields A; Behavioral Economics to Transform Trial Enrollment Representativeness Center, University of Pennsylvania, Philadelphia.; Palliative and Advanced Illness Research Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia.; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia.; Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia., Volpp KG; Behavioral Economics to Transform Trial Enrollment Representativeness Center, University of Pennsylvania, Philadelphia.; Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia.; Center for Health Incentives and Behavioral Economics, Perelman School of Medicine, University of Pennsylvania, Philadelphia.; Department of Medical Ethics and Health Policy, University of Pennsylvania, Philadelphia.; The Wharton School, University of Pennsylvania, Philadelphia., Halpern SD; Behavioral Economics to Transform Trial Enrollment Representativeness Center, University of Pennsylvania, Philadelphia.; Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.; Palliative and Advanced Illness Research Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia.; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia.; Center for Health Incentives and Behavioral Economics, Perelman School of Medicine, University of Pennsylvania, Philadelphia.; Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia.; Department of Medical Ethics and Health Policy, University of Pennsylvania, Philadelphia.
Source: JAMA network open [JAMA Netw Open] 2026 Jul 01; Vol. 9 (7), pp. e2622773. Date of Electronic Publication: 2026 Jul 01.
Publication Type: Journal Article
Journal Info: Publisher: American Medical Association Country of Publication: United States NLM ID: 101729235 Publication Model: Electronic Cited Medium: Internet ISSN: 2574-3805 (Electronic) Linking ISSN: 25743805 NLM ISO Abbreviation: JAMA Netw Open Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2574-3805
DOI:10.1001/jamanetworkopen.2026.22773