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This paper is in the following e-collection/theme issue:

Digital Health Reporting Standards, Quality and Transparency in e-Research (245) Electronic/Mobile Data Capture, Internet-based Survey & Research Methodology (1770) New Methods (1854) Cost-Effectiveness and Economics (518) Development and Evaluation of Research Methods, Instruments and Tools (1403) Recruitment of Research Participants (480) Research Culture, Assessment, and Incentives (19) Statistical and Methodological Rigor (14)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/93951, first published .
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Cost and Data Quality Impact of Fraud Mitigation in Online Research: Framework Application and Evaluation Study

Cost and Data Quality Impact of Fraud Mitigation in Online Research: Framework Application and Evaluation Study

Authors of this article:

Maya Stemmer1 Author Orcid Image ;   Benjamin Buck2 Author Orcid Image ;   Justin Tauscher1 Author Orcid Image ;   Angelina Pei-Tzu Tsai1 Author Orcid Image ;   Anna Larsen1 Author Orcid Image ;   Patrick Wedgeworth3 Author Orcid Image ;   Gillian Sparks1 Author Orcid Image ;   Ella DeVries1 Author Orcid Image ;   Mercedes Bishop1 Author Orcid Image ;   Alexa Beaulieu1 Author Orcid Image ;   Trevor Cohen3 Author Orcid Image ;   Dror Ben-Zeev1 Author Orcid Image
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Maya Stemmer   1 , PhD ;   Benjamin Buck   2 , PhD ;   Justin Tauscher   1 , MS, PhD ;   Angelina Pei-Tzu Tsai   1 , PhD ;   Anna Larsen   1 , MPH, PhD ;   Patrick Wedgeworth   3 , MISM, MD ;   Gillian Sparks   1 , BA ;   Ella DeVries   1 , BA ;   Mercedes Bishop   1 , BS ;   Alexa Beaulieu   1 , MPH ;   Trevor Cohen   3 , MBChB, PhD ;   Dror Ben-Zeev   1 , PhD

1 Behavioral Research in Technology and Engineering Center, Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States

2 Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States

3 Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, WA, United States

Corresponding Author:

  • Maya Stemmer, PhD
  • Behavioral Research in Technology and Engineering Center
  • Department of Psychiatry and Behavioral Sciences
  • University of Washington
  • 1959 NE Pacific Street
  • Seattle, WA 98195
  • United States
  • Phone: 1 206-543-3750
  • Email: mayastem@uw.edu