Published on in Vol 7, No 6 (2019): June

Preprints (earlier versions) of this paper are available at, first published .
Understanding the Role of Healthy Eating and Fitness Mobile Apps in the Formation of Maladaptive Eating and Exercise Behaviors in Young People

Understanding the Role of Healthy Eating and Fitness Mobile Apps in the Formation of Maladaptive Eating and Exercise Behaviors in Young People

Understanding the Role of Healthy Eating and Fitness Mobile Apps in the Formation of Maladaptive Eating and Exercise Behaviors in Young People


  1. Tavares B, Pires I, Marques G, Garcia N, Zdravevski E, Lameski P, Trajkovik V, Jevremovic A. Mobile Applications for Training Plan Using Android Devices: A Systematic Review and a Taxonomy Proposal. Information 2020;11(7):343 View
  2. Mizdrak A, Telfer K, Direito A, Cobiac L, Blakely T, Cleghorn C, Wilson N. Health Gain, Cost Impacts, and Cost-Effectiveness of a Mass Media Campaign to Promote Smartphone Apps for Physical Activity: Modeling Study. JMIR mHealth and uHealth 2020;8(6):e18014 View
  3. Liu Y, Avello M. Status of the research in fitness apps: A bibliometric analysis. Telematics and Informatics 2021;57:101506 View
  4. Lupton D. Young People’s Use of Digital Health Technologies in the Global North: Narrative Review. Journal of Medical Internet Research 2021;23(1):e18286 View
  5. Luo W, He Y. Influence of sports applications on college students' exercise behaviors and habits: A thematic analysis. Alexandria Engineering Journal 2021;60(6):5095 View
  6. Toner J, Allen-Collinson J, Jones L. ‘I guess I was surprised by an app telling an adult they had to go to bed before half ten’: a phenomenological exploration of behavioural ‘nudges’. Qualitative Research in Sport, Exercise and Health 2022;14(3):413 View
  7. Kamal Ideris M, Mustafa E, Saadin M. INVESTIGATING FOOD QUALITY AT UUM’S LAKE RESTAURANT: ARE CUSTOMERS SATISFIED?. Journal of Event, Tourism and Hospitality Studies (JETH) 2021;(Number 1):210 View
  8. Daniyal M, Javaid S, Hassan A, Khan M. The Relationship between Cellphone Usage on the Physical and Mental Wellbeing of University Students: A Cross-Sectional Study. International Journal of Environmental Research and Public Health 2022;19(15):9352 View
  9. Li Z, Du N, Wang B, Oteng-Darko C. Impact of social influence on users' continuance intention toward sports and fitness applications. Frontiers in Public Health 2022;10 View
  10. Vega J, Bell B, Taylor C, Xie J, Ng H, Honary M, McNaney R. Detecting Mental Health Behaviors Using Mobile Interactions: Exploratory Study Focusing on Binge Eating. JMIR Mental Health 2022;9(4):e32146 View
  11. Wons O, Lampe E, Patarinski A, Schaumberg K, Butryn M, Juarascio A. Perceived influence of wearable fitness trackers on eating disorder symptoms in a clinical transdiagnostic binge eating and restrictive eating sample. Eating and Weight Disorders - Studies on Anorexia, Bulimia and Obesity 2022;27(8):3367 View
  12. Wallace T, Heath J, Koebbel C. The impact of flash glucose monitoring on adults with type 1 Diabetes’ eating habits and relationship with food. Diabetes Research and Clinical Practice 2023;196:110230 View
  13. Gazibara T, Cakic M, Cakic J, Grgurevic A, Pekmezovic T. Familiarity with the internet and health apps, and specific topic needs are amongst the factors that influence how online health information is used for health decisions amongst adolescents. Health Information & Libraries Journal 2022 View
  14. Neal D, Engelsma T, Tan J, Craven M, Marcilly R, Peute L, Dening T, Jaspers M, Dröes R. Limitations of the new ISO standard for health and wellness apps. The Lancet Digital Health 2022;4(2):e80 View
  15. Mustafa A, Ali N, Dhillon J, Alkawsi G, Baashar Y. User Engagement and Abandonment of mHealth: A Cross-Sectional Survey. Healthcare 2022;10(2):221 View
  16. Guo L, Gu L, Peng Y, Gao Y, Mei L, Kang Q, Chen C, Hu Y, Xu W, Chen J. Online media exposure and weight and fitness management app use correlate with disordered eating symptoms: evidence from the mainland of China. Journal of Eating Disorders 2022;10(1) View
  17. Gulec H, Smahel D. Individual and Parental Factors of Adolescents’ mHealth App Use: Nationally Representative Cross-sectional Study. JMIR mHealth and uHealth 2022;10(12):e40340 View
  18. Russell H, Potts C, Nelson E. “If It's not on Strava it Didn’t Happen”: Perceived Psychosocial Implications of Strava use in Collegiate Club Runners. Recreational Sports Journal 2023;47(1):15 View
  19. Eikey E. Effects of diet and fitness apps on eating disorder behaviours: qualitative study. BJPsych Open 2021;7(5) View
  20. Arora C, Razavian M. Ethics of Gamification in Health and Fitness-Tracking. International Journal of Environmental Research and Public Health 2021;18(21):11052 View
  21. Zhang Z, Zhang J, Zheng B, Zhang J. Promoting exercise behavior with monetary and social incentives: An empirical study based on an online fitness program. JUSTC 2022;52(10):4 View
  22. Graham A, Kosmas J, Massion T. Designing Digital Interventions for Eating Disorders. Current Psychiatry Reports 2023;25(4):125 View
  23. Larson D, Henning J, Burgermaster M. Smartphone Applications (Apps) for Nutrition Education: A Qualitative Analysis of Outpatient Dietitian Perspectives. Journal of Nutrition Education and Behavior 2023;55(8):596 View
  24. Bo Y, Liu Q, Tong Y. The Effects of Adopting Mobile Health and Fitness Apps on Hospital Visits: Quasi-Experimental Study. Journal of Medical Internet Research 2023;25:e45681 View
  25. Boldi A, Silacci A, Boldi M, Cherubini M, Caon M, Zufferey N, Huguenin K, Rapp A. Exploring the impact of commercial wearable activity trackers on body awareness and body representations: A mixed-methods study on self-tracking. Computers in Human Behavior 2024;151:108036 View
  26. Dunn R, Tamminen K, Kim J, Vanderloo L. Promotion of physical activity among people who identify as women through the ParticipACTION mobile app. Psychology & Health 2023:1 View
  27. Isański J, Kupiński S, Leszkowicz M, Andrzejewski W, Bykowski A. Outdoor fitness activity under COVID-19 restrictions. Wearable devices, images, and posts as sources of information on users. Człowiek i Społeczeństwo 2023;55:115 View
  28. Schaafsma H, Jantzi H, Seabrook J, McEachern L, Burke S, Irwin J, Gilliland J. The impact of smartphone app–based interventions on adolescents’ dietary intake: a systematic review and evaluation of equity factor reporting in intervention studies. Nutrition Reviews 2024;82(4):467 View
  29. Ferretti A, Hubbs S, Vayena E. Global youth perspectives on digital health promotion: a scoping review. BMC Digital Health 2023;1(1) View
  30. Harr R, Öhlund L. Congratulations! You are severely underweight—Exploring negative consequences of persuasive system design. Frontiers in Computer Science 2023;5 View
  31. Kheirmandparizi M, Gouin J, Bouchaud C, Kebbe M, Bergeron C, Madani Civi R, Rhodes R, Farnesi B, Bouguila N, Conklin A, Lear S, Cohen T, Sheikh S. Perceptions of self-monitoring dietary intake according to a plate-based approach: A qualitative study. PLOS ONE 2023;18(11):e0294652 View
  32. Cai J, Li G. Exercise or lie down? The impact of fitness app use on users' wellbeing. Frontiers in Public Health 2024;11 View
  33. Bell B, Norminton S, Dollimore K. ‘I’ve learned a lot about myself this year’: Young student women’s perceptions of their cumulative use of digital fitness technologies across the Covid-19 pandemic. Journal of Health Psychology 2024 View
  34. Chen H, Schoefer K, Manika D, Tzemou E. The “Dark Side” of General Health and Fitness-Related Self-Service Technologies: A Systematic Review of the Literature and Directions for Future Research. Journal of Public Policy & Marketing 2024;43(2):151 View
  35. Tillmann J, Heye A, Maas M, Völkel K, Wiesheu P, Weckbecker K, Klassen O, Münster E. Nutzung von Gesundheits-Apps durch Jugendliche. Prävention und Gesundheitsförderung 2024 View
  36. Chanpariyavatevong K, Champahom T, Se C, Jomnonkwao S, Ratanavaraha V. The intervention design to promote active travel mode among children and adolescents: A systematic review. Heliyon 2024;10(4):e26072 View
  37. Wang P, Tadeo X, Chew H, Sapanel Y, Ong Y, Leung N, Chow E, Ho D, Faghih R. N-of-1 health optimization: Digital monitoring of biomarker dynamics to gamify adherence to metabolic switching. PNAS Nexus 2024;3(6) View

Books/Policy Documents

  1. Taylor C, Fitzsimmons-Craft E, Smith A, Graham A. Handbook of Evidence-Based Prevention of Behavioral Disorders in Integrated Care. View
  2. Loh W. Aktives Altern im digitalen Zeitalter. View
  3. Weech M, Fallaize R, Kelly E, Hwang F, Franco R, Lovegrove J. Smartphone Apps for Health and Wellness. View
  4. Kim Y, Aslam M. Workplace Cyberbullying and Behavior in Health Professions. View