{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,30]],"date-time":"2026-09-30T08:37:54Z","timestamp":1790757474874,"version":"4.1.0"},"reference-count":132,"publisher":"JMIR Publications Inc.","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J Med Internet Res"],"abstract":"<jats:p>Health care technologies have the ability to bridge or hinder equitable care. Advocates of digital mental health interventions (DMHIs) report that such technologies are poised to reduce the documented gross health care inequities that have plagued generations of people seeking care in the United States. This is due to a multitude of factors such as their potential to revolutionize access; mitigate logistical barriers to in-person mental health care; and leverage patient inputs to formulate tailored, responsive, and personalized experiences. Although we agree with the potential of DMHIs to advance health equity, we articulate several steps essential to mobilize and sustain meaningful forward progression in this endeavor, reflecting on decades of research and learnings drawn from multiple fields of expertise and real-world experience. First, DMHI manufacturers must build diversity, equity, inclusion, and belonging (DEIB) processes into the full spectrum of product evolution itself (eg, product design, evidence generation) as well as into the fabric of internal company practices (eg, talent recruitment, communication principles, and advisory boards). Second, awareness of the DEIB efforts\u2014or lack thereof\u2014in DMHI research trials is needed to refine and optimize future study design for inclusivity as well as proactively address potential barriers to doing so. Trials should incorporate thoughtful, inclusive, and creative approaches to recruitment, enrollment, and measurement of social determinants of health and self-identity, as well as a prioritization of planned and exploratory analyses examining outcomes across various groups of people. Third, mental health care advocacy, research funding policies, and local and federal legislation can advance these pursuits, with directives from the US Preventive Services Taskforce, National Institutes of Health, and Food and Drug Administration applied as poignant examples. For products with artificial intelligence\/machine learning, maintaining a \u201chuman in the loop\u201d as well as prespecified and adaptive analytic frameworks to monitor and remediate potential algorithmic bias can reduce the risk of increasing inequity. Last, but certainly not least, is a call for partnership and transparency within and across ecosystems (academic, industry, payer, provider, regulatory agencies, and value-based care organizations) to reliably build health equity into real-world DMHI product deployments and evidence-generation strategies. All these considerations should also extend into the context of an equity-informed commercial strategy for DMHI manufacturers and health care organizations alike. The potential to advance health equity in innovation with DMHI is apparent. We advocate the field\u2019s thoughtful and evergreen advancement in inclusivity, thereby redefining the mental health care experience for this generation and those to come.<\/jats:p>","DOI":"10.2196\/59939","type":"journal-article","created":{"date-parts":[[2024,8,10]],"date-time":"2024-08-10T11:45:02Z","timestamp":1723290302000},"page":"e59939","source":"Crossref","is-referenced-by-count":44,"title":["Equity in Digital Mental Health Interventions in the United States: Where to Next?"],"prefix":"10.2196","volume":"26","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1393-1563","authenticated-orcid":false,"given":"Athena","family":"Robinson","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4896-1009","authenticated-orcid":false,"given":"Megan","family":"Flom","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7885-8873","authenticated-orcid":false,"given":"Valerie L","family":"Forman-Hoffman","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6493-9717","authenticated-orcid":false,"given":"Trina","family":"Histon","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-1260-2788","authenticated-orcid":false,"given":"Monique","family":"Levy","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5082-7685","authenticated-orcid":false,"given":"Alison","family":"Darcy","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5739-4918","authenticated-orcid":false,"given":"Toluwalase","family":"Ajayi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5443-7596","authenticated-orcid":false,"given":"David C","family":"Mohr","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2293-9284","authenticated-orcid":false,"given":"Paul","family":"Wicks","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1603-952X","authenticated-orcid":false,"given":"Carolyn","family":"Greene","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9637-9753","authenticated-orcid":false,"given":"Robert M","family":"Montgomery","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1010","published-online":{"date-parts":[[2024,9,24]]},"reference":[{"key":"ref1","unstructured":"IQVIA Institute for Human Data ScienceDigital health trends 2021: innovation, evidence, regulation, and adoptionIQVIA20212024-04-23https:\/\/www.iqvia.com\/insights\/the-iqvia-institute\/reports-and-publications\/reports\/digital-health-trends-2021"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s00787-019-01469-4"},{"key":"ref3","unstructured":"National Institutes of Mental Health (NIMH)Technology and the future of mental health treatmentNIMH20232024-04-23https:\/\/www.nimh.nih.gov\/health\/topics\/technology-and-the-future-of-mental-health-treatment"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.2196\/35159"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3390\/jcm12216735"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocab103"},{"key":"ref7","unstructured":"IpsosThe HLTH FoundationIpsos20222024-04-23https:\/\/www.ipsos.com\/sites\/default\/files\/ct\/publication\/documents\/2022-03\/Ipsos-HLTH-Path-to-techquity_0.pdf"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1176\/appi.ps.201500453"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1177\/1077558718780592"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2022.9494"},{"key":"ref11","first-page":"1","year":"2012","journal-title":"How Far Have We Come in Reducing Health Disparities? 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