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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

(E) Survey responses are stored in structured JSON-LD with embedded provenance and links to standardized schema elements. (F) Output data can be converted to various target formats, including National Institute of Mental Health National Data Archive (NDA) Common Data Elements (reproschema2cde), BIDS phenotype format (reproschema2bids), and REDCap CSV (output2redcap), facilitating downstream harmonization and reuse. UI: user interface.

Yibei Chen, Dorota Jarecka, Sanu Ann Abraham, Remi Gau, Evan Ng, Daniel M Low, Isaac Bevers, Alistair Johnson, Anisha Keshavan, Arno Klein, Jon Clucas, Zaliqa Rosli, Steven M Hodge, Janosch Linkersdörfer, Hauke Bartsch, Samir Das, Damien Fair, David Kennedy, Satrajit S Ghosh

J Med Internet Res 2025;27:e63343