Identifying Unmet Needs in Major Depressive Disorder Using a Computer-Assisted Alternative to Conventional Thematic Analysis: Qualitative Interview Study With Psychiatrists.

Michelle A Worthington^1,2, Richard H Christie¹, Aaron J Masino^1,3, Sarah M Kark¹

¹AiCure, New York, NY, United States.

²Department of Psychology, Yale University, New Haven, CT, United States.

³The School of Computing, Clemson University, Clemson, SC, United States.

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Abstract

BACKGROUND: The development of digital health tools that are clinically relevant requires a deep understanding of the unmet needs of stakeholders, such as clinicians and patients. One way to reveal unforeseen stakeholder needs is through qualitative research, including stakeholder interviews. However, conventional qualitative data analytical approaches are time-consuming and resource-intensive, re…

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