This paper is in the following e-collection/theme issue:

Electronic/Mobile Data Capture, Internet-based Survey & Research Methodology (792) Registered Report (528) Mobile Health (mhealth) (2777) Opioid and Related Substance Misuse (128) Substance Abuse (383) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1573) Ecological Momentary Assessment (EMA) (297)

Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/45556, first published .
Patient Engagement in a Multimodal Digital Phenotyping Study of Opioid Use Disorder

Patient Engagement in a Multimodal Digital Phenotyping Study of Opioid Use Disorder

Patient Engagement in a Multimodal Digital Phenotyping Study of Opioid Use Disorder

Authors of this article:

Cynthia I Campbell1, 2, 3 Author Orcid Image ;   Ching-Hua Chen4 Author Orcid Image ;   Sara R Adams1 Author Orcid Image ;   Asma Asyyed5 Author Orcid Image ;   Ninad R Athale6 Author Orcid Image ;   Monique B Does1 Author Orcid Image ;   Saeed Hassanpour7, 8 Author Orcid Image ;   Emily Hichborn7 Author Orcid Image ;   Melanie Jackson-Morris1 Author Orcid Image ;   Nicholas C Jacobson7 Author Orcid Image ;   Heather K Jones1 Author Orcid Image ;   David Kotz9 Author Orcid Image ;   Chantal A Lambert-Harris7 Author Orcid Image ;   Zhiguo Li4, 10 Author Orcid Image ;   Bethany McLeman7 Author Orcid Image ;   Varun Mishra11, 12 Author Orcid Image ;   Catherine Stanger7 Author Orcid Image ;   Geetha Subramaniam13 Author Orcid Image ;   Weiyi Wu8 Author Orcid Image ;   Christopher Zegers14 Author Orcid Image ;   Lisa A Marsch7 Author Orcid Image
Article Authors Cited by (2) Tweetations (5) Metrics

Cynthia I Campbell   1, 2, 3 , MPH, PhD ;   Ching-Hua Chen   4 , RN, PhD ;   Sara R Adams   1 , MPH ;   Asma Asyyed   5 , MD ;   Ninad R Athale   6 , MD ;   Monique B Does   1 , MPH ;   Saeed Hassanpour   7, 8 , PhD ;   Emily Hichborn   7 , BSc ;   Melanie Jackson-Morris   1 , BS ;   Nicholas C Jacobson   7 , PhD ;   Heather K Jones   1 , MPH ;   David Kotz   9 , PhD ;   Chantal A Lambert-Harris   7 , MA ;   Zhiguo Li   4, 10 , PhD ;   Bethany McLeman   7 , BA ;   Varun Mishra   11, 12 , PhD ;   Catherine Stanger   7 , PhD ;   Geetha Subramaniam   13 , PhD ;   Weiyi Wu   8 , BSc ;   Christopher Zegers   14 , MD ;   Lisa A Marsch   7 , PhD

1 Division of Research, Kaiser Permanente Northern California, Oakland, CA, United States

2 Department of Psychiatry and Behavioral Sciences, University of California San Francisco, San Francisco, CA, United States

3 Kaiser Permanente Bernard J Tyson School of Medicine, Pasadena, CA, United States

4 Center for Computational Health, IBM Research, Yorktown Heights, NY, United States

5 Addiction Medicine and Recovery Services, The Permanente Medical Group Northern California, Oakland, CA, United States

6 Addiction Medicine and Recovery Services, The Permanente Medical Group Northern California, Vallejo, CA, United States

7 Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States

8 Department of Biomedical Data Science, Geisel School of Medicine, Dartmouth College, Lebanon, NH, United States

9 Department of Computer Science, Dartmouth College, Hanover, NH, United States

10 Profit Intelligence, Amazon.com, Seattle, WA, United States

11 Khoury College of Computer Sciences, Northeastern University, Boston, MA, United States

12 Department of Health Sciences, Northeastern University, Boston, MA, United States

13 Center for Clinical Trials Network, National Institute on Drug Abuse, Bethesda, MD, United States

14 Addiction Medicine and Recovery Services, The Permanente Medical Group Northern California, Sacramento, CA, United States

Corresponding Author:

  • Cynthia I Campbell, MPH, PhD
  • Division of Research
  • Kaiser Permanente Northern California
  • 2000 Broadway, 3rd Floor
  • Oakland, CA, 94612
  • United States
  • Phone: 1 5108913584
  • Fax: 1 5108913606
  • Email: cynthia.i.campbell@kp.org