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

mHealth for Data Collection and Research (1196) Statistical Methods (27) Evaluation and Research Methodology for mHealth (242) Electronic/Mobile Data Capture, Internet-based Survey & Research Methodology (997) Methods and Feasibility Studies (451) Wearable Devices and Sensors (1133)

Published on in Vol 13 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/65350, first published .
Within- and Between-Individual Compliance in Mobile Health: Joint Modeling Approach to Nonrandom Missingness in an Intensive Longitudinal Observational Study

Within- and Between-Individual Compliance in Mobile Health: Joint Modeling Approach to Nonrandom Missingness in an Intensive Longitudinal Observational Study

Within- and Between-Individual Compliance in Mobile Health: Joint Modeling Approach to Nonrandom Missingness in an Intensive Longitudinal Observational Study

Authors of this article:

Young Won Cho1 Author Orcid Image ;   Sy-Miin Chow1 Author Orcid Image ;   Jixin Li2 Author Orcid Image ;   Wei-Lin Wang3 Author Orcid Image ;   Shirlene Wang4 Author Orcid Image ;   Linying Ji5 Author Orcid Image ;   Vernon M Chinchilli6 Author Orcid Image ;   Stephen S Intille2 Author Orcid Image ;   Genevieve Fridlund Dunton7 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Young Won Cho   1 , MA ;   Sy-Miin Chow   1 , PhD ;   Jixin Li   2 , MA ;   Wei-Lin Wang   3 , PhD ;   Shirlene Wang   4 , PhD ;   Linying Ji   5 , PhD ;   Vernon M Chinchilli   6 , PhD ;   Stephen S Intille   2 , PhD ;   Genevieve Fridlund Dunton   7 , PhD

1 Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, United States

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

3 Department of Preventive Medicine, University of Southern California, Los Angeles, CA, United States

4 The Feinberg School of Medicine, Northwestern University, Chicago, IL, United States

5 Department of Psychology, Montana State University, Bozeman, MT, United States

6 Department of Public Health Sciences, The Pennsylvania State University, Hershey, PA, United States

7 Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, United States

Corresponding Author:

  • Young Won Cho, MA
  • Department of Human Development and Family Studies
  • The Pennsylvania State University
  • 119 Health and Human Development Building
  • 221 E. College Avenue
  • University Park, PA 16802
  • United States
  • Phone: 1 8148638000
  • Email: yfc5309@psu.edu