Published on in Vol 26 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/60834, first published .
Effectiveness of a Digital Health Intervention Leveraging Reinforcement Learning: Results From the Diabetes and Mental Health Adaptive Notification Tracking and Evaluation (DIAMANTE) Randomized Clinical Trial

Effectiveness of a Digital Health Intervention Leveraging Reinforcement Learning: Results From the Diabetes and Mental Health Adaptive Notification Tracking and Evaluation (DIAMANTE) Randomized Clinical Trial

Effectiveness of a Digital Health Intervention Leveraging Reinforcement Learning: Results From the Diabetes and Mental Health Adaptive Notification Tracking and Evaluation (DIAMANTE) Randomized Clinical Trial

Adrian Aguilera   1, 2 , PhD ;   Marvyn Arévalo Avalos   1 , PhD ;   Jing Xu   3 , PhD ;   Bibhas Chakraborty   3 , PhD ;   Caroline Figueroa   4 , PhD ;   Faviola Garcia   5 , BA ;   Karina Rosales   1 , BA ;   Rosa Hernandez-Ramos   6 , BA ;   Chris Karr   7 , BA ;   Joseph Williams   8 , PhD ;   Lisa Ochoa-Frongia   9 , MD ;   Urmimala Sarkar   9 , MD ;   Elad Yom-Tov   10 , PhD ;   Courtney Lyles   11, 12 , PhD

1 School of Social Welfare, University of California Berkeley, Berkeley, CA, United States

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

3 Centre for Quantitative Medicine, Duke-NUS Medical School, National University of Singapore, Singapore, Singapore

4 Faculty of Technology, Policy, and Management, Delft Technical University, Delft, Netherlands

5 Action Research Center (ARC) for Health Equity, Department of Medicine, University of California-San Francisco, San Francisco, CA, United States

6 Department of Psychological Sciences, University of California Irvine, Irvine, CA, United States

7 Audacious Software, Chicago, IL, United States

8 Department of Computer Science, University of Toronto, Toronto, ON, Canada

9 Department of Medicine, University of California–San Francisco, San Francisco, CA, United States

10 Department of Computer Science, Bar-Ilan University, Ramat Gan, Israel

11 Center for Healthcare Policy and Research, UC Davis Health, Sacramento, CA, United States

12 Department of Public Health Sciences, UC Davis School of Medicine, Sacramento, CA, United States

Corresponding Author:

  • Adrian Aguilera, PhD
  • School of Social Welfare
  • University of California Berkeley
  • 205 Haviland Hall
  • Berkeley, CA, 94709
  • United States
  • Phone: 1 510-642-8564
  • Email: aguila@berkeley.edu