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Published on in Vol 15 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/94709, first published .
Elderly person holding painful knee, suggesting knee pain or arthritis.

Development of Data-Driven Models for Just-in-Time Digital Self-Management Advice to Improve Physical Functioning in Hip and Knee Osteoarthritis: Protocol for the e-cOAch Cross-Over Study

Development of Data-Driven Models for Just-in-Time Digital Self-Management Advice to Improve Physical Functioning in Hip and Knee Osteoarthritis: Protocol for the e-cOAch Cross-Over Study

Femke Groen   1 , PT, MSc ;   Mariëtte de Rooij   1, 2 , PhD ;   Corelien J J Kloek   1, 3 , PhD ;   Cindy Veenhof   1, 3 , PhD ;   Michel C A Klein   4 , PhD ;   Abdallah Al-Janabi   4 , MSc ;   Erik S van Haeringen   4 , PhD ;   Amber Ronteltap   3 , PhD ;   Bas Paans-Cijs   3 , MSc ;   Britt van Dongen   5 , MSc ;   Dorien E Ginsel   3 , MSc ;   Di-Janne A Barten   1, 3 ;   Thomas J Hoogeboom   1, 3 , PhD ;   Martijn F Pisters   1, 6 , PhD

1 Department of Rehabilitation, Physiotherapy Science and Sports, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, Utrecht, The Netherlands

2 Center for Rehabilitation and Rheumatology, Reade, Amsterdam, North Holland, The Netherlands

3 Research Group Innovation of Human Movement Care, University of Applied Sciences Utrecht, Utrecht, Utrecht, The Netherlands

4 Department of Computer Science, Vrije Universiteit Amsterdam, Amsterdam, North Holland, The Netherlands

5 Department of Health Promotion, Maastricht University, Maastricht, Limburg, The Netherlands

6 Department of Health Innovations & Technology, Fontys University of Applied Sciences, Eindhoven, North Brabant, The Netherlands

Corresponding Author:

  • Femke Groen, PT, MSc
  • Department of Rehabilitation, Physiotherapy Science and Sports
  • UMC Utrecht Brain Center, University Medical Center Utrecht
  • Heidelberglaan 100
  • Utrecht, Utrecht 3584 CX
  • The Netherlands
  • Phone: 31 887555555
  • Email: f.groen-4@umcutrecht.nl