Retrospective harmonization of neuropsychiatric questionnaires in a large multi-site research consortium using expert mappings and semantic textual similarity

Differences between clinical questionnaires limit the pooling of symptom data across studies, particularly when participants have completed different instruments. We developed a framework that uses questionnaire item content to harmonize neuropsychiatric measures without requiring overlapping respon