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

mHealth for Wellness, Behavior Change and Prevention (3509) Web-based and Mobile Health Interventions (4347) mHealth in the Developing World/LMICs, Underserved Communities, and for Global Health (774) Text-messaging (SMS, WeChat etc)-Based Interventions (797) Design and Formative Evaluation of Mobile Apps (845) Wearable Devices and Sensors (1260) Fitness Trackers and Smart Pedometers/Accelerometers (707) Innovations and Technology for Physical Activity Education (992)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/76991, first published .
Woman in workout clothes using phone and headphones outdoors

Automated Physical Activity Support for Adults and Youth From Low-Income Communities: Single-Arm Pilot Study

Automated Physical Activity Support for Adults and Youth From Low-Income Communities: Single-Arm Pilot Study

Authors of this article:

Jordan A Carlson1 Author Orcid Image ;   Frank Materia2, 3 Author Orcid Image ;   Mallory Moon1 Author Orcid Image ;   Suryeon Ryu1 Author Orcid Image ;   Cory Yeager1 Author Orcid Image ;   Chelsea Steel1 Author Orcid Image ;   Kacee Shields1 Author Orcid Image ;   Harpreet Singh Gill4 Author Orcid Image ;   Jannette Berkley-Patton5 Author Orcid Image ;   Delwyn Catley6 Author Orcid Image
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Jordan A Carlson   1 , PhD ;   Frank Materia   2, 3 , PhD ;   Mallory Moon   1 , MPH ;   Suryeon Ryu   1 , PhD ;   Cory Yeager   1 , MS ;   Chelsea Steel   1 , MS, MPH ;   Kacee Shields   1 , MBA ;   Harpreet Singh Gill   4 , MBA ;   Jannette Berkley-Patton   5 , PhD ;   Delwyn Catley   6 , PhD

1 Center for Children's Healthy Lifestyles & Nutrition, Children's Mercy Hospital, Kansas City, MO, United States

2 Department of Otolaryngology-Head and Neck Surgery, University of Kansas Medical Center, Kansas City, KS, United States

3 Department of Population Health, University of Kansas Medical Center, Kansas City, KS, United States

4 Research Informatics, Children's Mercy Hospital, Kansas City, MO, United States

5 Department of Biomedical and Health Informatics, School of Medicine, University of Missouri–Kansas City, Kansas City, MO, United States

6 Department of Psychology, San Diego State University, San Diego, CA, United States

Corresponding Author:

  • Jordan A Carlson, PhD
  • Center for Children's Healthy Lifestyles & Nutrition
  • Children's Mercy Hospital
  • 2401 Gillham Rd
  • Kansas City, MO 64108
  • United States
  • Phone: 1 816-234-9240
  • Email: jacarlson@cmh.edu