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Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://www.medrxiv.org/content/10.1101/2025.09.01.25334834v1, first published .
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Toward Participatory Precision Health With Co-Designed Recommendations: Systematic Review of Just-in-Time Adaptive Interventions in Adolescents and Young Adults

Toward Participatory Precision Health With Co-Designed Recommendations: Systematic Review of Just-in-Time Adaptive Interventions in Adolescents and Young Adults

Kathleen W Guan   1 , MRes ;   Mohammed Amara   2 ;   Viviana Cortiana   3 * ;   Imran Khan   4 * , MS ;   Sıla Gürbüz   5 * , MD ;   Carmine Iorio   6 * , PhD ;   Rayyan Ali   7 * ;   Christopher Adlung   1 * , MS, MPS ;   Crystal R Smit   8 , PhD ;   Annabel Vreeker   8, 9 , PhD ;   Eva Thalassinou   10 * , MSc ;   Eeske van Roekel   11 , PhD ;   Loes Keijsers   8 , PhD ;   Mark de Reuver   1 , PhD ;   Caroline A Figueroa   1, 12 , MD, PhD

1 Faculty of Technology, Policy and Management, Delft University of Technology, Delft, The Netherlands

2 Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom

3 Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy

4 Arkansas College of Osteopathic Medicine, Fort Smith, AR, United States

5 Faculty of Medicine, Karadeniz Technical University, Trabzon, Turkey

6 Department of Philosophy, Social Sciences and Education, University of Perugia, Perugia, Italy

7 School of Medicine, Imperial College London, London, United Kingdom

8 School of Social and Behavioural Sciences, Erasmus University Rotterdam, Rotterdam, The Netherlands

9 Department of Child and Adolescent Psychiatry/Psychology, Erasmus University Medical Center, Rotterdam, The Netherlands

10 Research and Development, Gro-up Youth Work, Berkel en Rodenrijs, The Netherlands

11 Department of Developmental Psychology, Tilburg University, Tilburg, The Netherlands

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

*these authors contributed equally

Corresponding Author:

  • Kathleen W Guan, MRes
  • Faculty of Technology, Policy and Management, Delft University of Technology
  • Jaffalaan 5
  • Delft 2628 BX
  • The Netherlands
  • Phone: 31 15 278 9801
  • Email: k.guan@tudelft.nl