Published on in Vol 14 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/70599, first published .
Optimizing and Testing an Individualized and Adaptive Physical Activity Digital Health Intervention: Protocol for a Control Optimization Trial Embedded Within a Randomized Controlled Trial

Optimizing and Testing an Individualized and Adaptive Physical Activity Digital Health Intervention: Protocol for a Control Optimization Trial Embedded Within a Randomized Controlled Trial

Optimizing and Testing an Individualized and Adaptive Physical Activity Digital Health Intervention: Protocol for a Control Optimization Trial Embedded Within a Randomized Controlled Trial

Meelim Kim   1, 2, 3 * , PhD ;   Shadia Mansour-Assi   1, 4 * , MPH ;   Mohamed El Mistiri   5 , PhD ;   Junghwan Park   1, 2, 3, 6 , PhD ;   Sarasij Banerjee   5 , MS ;   Owais Khan   5 , PhD ;   Steven De La Torre   1 , PhD ;   Michael Higgins   1, 2, 7 , MS ;   Job Godino   1, 2, 4, 7 , PhD ;   Kevin Patrick   1, 2 , MD, MS ;   Camille Nebeker   1, 2, 3 , PhD ;   Sonia Jain   1 , PhD ;   Predrag Klasnja   8 , PhD ;   Daniel E Rivera   5 , PhD ;   Eric Hekler   1, 2, 3 , PhD

1 Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla, CA, United States

2 The Qualcomm Institute, University of California, San Diego, La Jolla, CA, United States

3 The Design Lab, University of California, San Diego, La Jolla, CA, United States

4 Laura Rodriguez Research Institute, Family Health Centers of San Diego, San Diego, CA, United States

5 Control Systems Engineering Laboratory, School for Engineering of Matter, Transport, Energy, Arizona State University, Tempe, AZ, United States

6 Ministry of Health and Welfare, Korean National Government, Sejong, Republic of Korea

7 Exercise and Physical Activity Resource Center, University of California, San Diego, La Jolla, CA, United States

8 School of Information, University of Michigan–Ann Arbor, Ann Arbor, MI, United States

*these authors contributed equally

Corresponding Author:

  • Eric Hekler, PhD
  • Herbert Wertheim School of Public Health and Human Longevity Science
  • University of California, San Diego
  • 9500 Gilman Dr
  • MC0811
  • La Jolla, CA 92093
  • United States
  • Phone: 1 8584299370
  • Email: ehekler@health.ucsd.edu