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

Wearables and MHealth Reviews (661) Mobile Health (mhealth) (5021) mHealth for Wellness, Behavior Change and Prevention (4195) Behavior Change (1053) Prevention and Health Promotion (2196) Innovations and Technology for Physical Activity Education (1047) Obesity (137)

Published on in Vol 13 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/63313, first published .
Diverse group of people engrossed in their smartphones, illustrating technology's hold.

Behavior Change Resources Used in Mobile App–Based Interventions Addressing Weight, Behavioral, and Metabolic Outcomes in Adults With Overweight and Obesity: Systematic Review and Meta-Analysis of Randomized Controlled Trials

Behavior Change Resources Used in Mobile App–Based Interventions Addressing Weight, Behavioral, and Metabolic Outcomes in Adults With Overweight and Obesity: Systematic Review and Meta-Analysis of Randomized Controlled Trials

Authors of this article:

Sijia Li1 Author Orcid Image ;   You Zhou1 Author Orcid Image ;   Ying Tang2 Author Orcid Image ;   Haoming Ma1 Author Orcid Image ;   Yuying Zhang1 Author Orcid Image ;   Aoqi Wang1 Author Orcid Image ;   Xingyi Tang1 Author Orcid Image ;   Runyuan Pei1 Author Orcid Image ;   Meihua Piao1 Author Orcid Image
Article Authors Cited by (10) Tweetations (3) Metrics

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  1. Yu R, Li A, Qi Y, Hu J, Peng F, Cao S, Rong S, Zhang H. How Emerging Digital Health Technologies Based on Dietary and Physical Activity Regulation Improve Metabolic Syndrome-Related Outcomes in Adolescents: A Systematic Review. Metabolites 2026;16(2):106 View
  2. Kapan A, Brandl T, Waldhör T, Moser O, Felsinger R. Pre‐Treatment Concerns and Their Association With Functioning and Well‐Being During Incretin‐Based Therapy: A Cross‐Sectional Study. Diabetes, Obesity and Metabolism 2026;28(5):4100 View
  3. Dugas K, Giroux M, Guerroudj A, Leger J, Rouhafzay A, Rouhafzay G, Jbilou J. Calorie-Counting Apps for Monitoring and Managing Calorie Intake in Adults Living With Weight-Related Chronic Diseases: Decade-Long Scoping Review (2013-2024). JMIR mHealth and uHealth 2026;14:e64139 View
  4. Marchesi G, Rapelli G, Roselli G, Spina G, Semonella M, Castelnuovo G, Pietrabissa G. Exploring the Needs and Perspectives of Patients with Obesity to Inform Health Care Practice: A Focus Group Study. Journal of Clinical Medicine 2026;15(8):3147 View
  5. Yang Y, Yuth S, Hwang O, Koy V. Tailored video-based lifestyle intervention for overweight or obese adults in Phnom Penh, Cambodia: a pilot cluster randomized controlled trial. Health Policy and Planning 2026;41(6):1004 View
  6. Jang S, Son S. Counseling Messages for Adults with Impaired Fasting Glucose in a Public Mobile Healthcare Program: A Structural Topic Model Analysis Using the IMB Framework. Nutrients 2026;18(10):1536 View
  7. Mikołaj Dybicz , Olga Endler , Klaudia Jurkowska , Julia Mądrzak , Marianna Ciastoń , Magdalena Filuk , Jakub Fidelus , Dominika Dutkiewicz , Julia Czerniewska , Marta Handzel . USE OF MOBILE HEALTH APPLICATIONS AND WEARABLE DEVICES IN PREVENTIVE HEALTH BEHAVIORS: A LITERATURE REVIEW. International Journal of Innovative Technologies in Social Science 2026;1(2(50)) View
  8. Wang B, Chen L, Cho H, Yang J, Tseng C, Li Z. Weight Loss Outcomes Among MyFitnessPal Users: Behavioral and Dietary Predictors of Success. Nutrients 2026;18(11):1766 View
  9. Nabwire S, Agyei E, Merikallio H, Savolainen M, Hukkanen J, Oinas-Kukkonen H. Evaluating the influence of persuasive systems design on continuance intention, perceived effectiveness, and weight loss. DIGITAL HEALTH 2026;12 View
  10. Mei H, Yue W, Zhang L, Huang S. Digital behavioural weight loss interventions for weight management in breast cancer survivors: A meta-analysis. European Journal of Oncology Nursing 2026;83:103249 View