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

Electronic/Mobile Data Capture, Internet-based Survey & Research Methodology (1768) Clinical Informatics (2362) Research Instruments, Questionnaires, and Tools (1229) mHealth for Data Collection and Research (1772) Digital Health Reporting Standards, Quality and Transparency in e-Research (245) Digital Science, Open Science (134) Data Science (722) Innovations in Clinical Trials and Research Data Management (215) Standards and Interoperability (229) Applied Metascience and Real-World Translation (3) Data and Metadata in Publishing (10) Transparent Reporting (22) Waste in Research (8)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/63343, first published .
Laptop displaying a demo of the ReproSchema protocol, showing code, data, and UI.

Standardizing Survey Data Collection to Enhance Reproducibility: Development and Comparative Evaluation of the ReproSchema Ecosystem

Standardizing Survey Data Collection to Enhance Reproducibility: Development and Comparative Evaluation of the ReproSchema Ecosystem

Authors of this article:

Yibei Chen1 Author Orcid Image ;   Dorota Jarecka1 Author Orcid Image ;   Sanu Ann Abraham2 Author Orcid Image ;   Remi Gau3 Author Orcid Image ;   Evan Ng4 Author Orcid Image ;   Daniel M Low1 Author Orcid Image ;   Isaac Bevers1 Author Orcid Image ;   Alistair Johnson1 Author Orcid Image ;   Anisha Keshavan5 Author Orcid Image ;   Arno Klein6 Author Orcid Image ;   Jon Clucas6 Author Orcid Image ;   Zaliqa Rosli7 Author Orcid Image ;   Steven M Hodge8 Author Orcid Image ;   Janosch Linkersdörfer9 Author Orcid Image ;   Hauke Bartsch10 Author Orcid Image ;   Samir Das11 Author Orcid Image ;   Damien Fair12, 13, 14 Author Orcid Image ;   David Kennedy8 Author Orcid Image ;   Satrajit S Ghosh1, 15 Author Orcid Image
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