Standardizing Survey Data Collection to Enhance Reproducibility: Development and Comparative Evaluation of the ReproSchema Ecosystem
J Med Internet Res. 2025 Jul 11;27:e63343. doi: 10.2196/63343. ABSTRACT BACKGROUND: Inconsistencies in survey-based (eg, questionnaire) data collection across biomedical, clinical, behavioral, and social sciences …