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

Yibei Chen   ¹ , PhD ;   Dorota Jarecka   ¹ , PhD ;   Sanu Ann Abraham   ² , MS ;   Remi Gau   ³ , PhD ;   Evan Ng   ⁴ , BS ;   Daniel M Low   ¹ , PhD ;   Isaac Bevers   ¹ , BS ;   Alistair Johnson   ¹ , PhD ;   Anisha Keshavan   ⁵ , PhD ;   Arno Klein   ⁶ , PhD ;   Jon Clucas   ⁶ , MIS ;   Zaliqa Rosli   ⁷ , BS ;   Steven M Hodge   ⁸ , MA ;   Janosch Linkersdörfer   ⁹ , PhD ;   Hauke Bartsch   ¹⁰ , PhD ;   Samir Das   ¹¹ , PhD ;   Damien Fair   ^{12, 13, 14} , PhD ;   David Kennedy   ⁸ , PhD ;   Satrajit S Ghosh   ^{1, 15} , PhD

¹ McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA, United States

² Flexxbotics Inc, Boston, MA, United States

³ Neuro Data Science ORIGAMI Laboratory, McConnell Brain Imaging Centre, Faculty of Medicine, McGill University, Montréal, QC, Canada

⁴ The Hospital for Sick Children, Toronto, ON, Canada

⁵ BigHat Biosciences, San Mateo, CA, United States

⁶ Child Mind Institute, New York, NY, United States

⁷ McGill Centre for Integrative Neuroscience, Montréal Neurological Institute-Hospital, Montréal, QC, Canada

⁸ Department of Psychiatry, University of Massachusetts Chan Medical School, Worcester, MA, United States

⁹ Center for Human Development, University of California, San Diego, San Diego, CA, United States

¹⁰ Department of Informatics, University of Bergen, Bergen, Norway

¹¹ McConnell Brain Imaging Center, McGill Centre for Integrative Neuroscience, Montréal Neurological Institute, McGill University, Montréal, QC, Canada

¹² Institute of Child Development, University of Minnesota, Minneapolis, MN, United States

¹³ Department of Pediatrics, University of Minnesota, Minneapolis, MN, United States

¹⁴ Masonic Institute for the Developing Brain, University of Minnesota, Minneapolis, MN, United States

¹⁵ Department of Otolaryngology, Harvard Medical School, Cambridge, MA, United States