Published on in Vol 7, No 1 (2019): January

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/11098, first published .
User Models for Personalized Physical Activity Interventions: Scoping Review

User Models for Personalized Physical Activity Interventions: Scoping Review

User Models for Personalized Physical Activity Interventions: Scoping Review

Journals

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  2. Davis A, Sweigart R, Ellis R. A systematic review of tailored mHealth interventions for physical activity promotion among adults. Translational Behavioral Medicine 2020;10(5):1221 View
  3. Zhao Z, Arya A, Orji R, Chan G. Effects of a Personalized Fitness Recommender System Using Gamification and Continuous Player Modeling: System Design and Long-Term Validation Study. JMIR Serious Games 2020;8(4):e19968 View
  4. Gigliotti P, Piratinskij A, Foued S, Diemberger I, Rasheed R, Fanò-Illic G, Coscia F. Sport medicine and safety at work. European Journal of Translational Myology 2020;30(1):107 View
  5. Tong H, Quiroz J, Kocaballi A, Fat S, Dao K, Gehringer H, Chow C, Laranjo L. Personalized mobile technologies for lifestyle behavior change: A systematic review, meta-analysis, and meta-regression. Preventive Medicine 2021;148:106532 View
  6. Motevalli M, Drenowatz C, Tanous D, Khan N, Wirnitzer K. Management of Childhood Obesity—Time to Shift from Generalized to Personalized Intervention Strategies. Nutrients 2021;13(4):1200 View
  7. Rampioni M, Moșoi A, Rossi L, Moraru S, Rosenberg D, Stara V. A Qualitative Study toward Technologies for Active and Healthy Aging: A Thematic Analysis of Perspectives among Primary, Secondary, and Tertiary End Users. International Journal of Environmental Research and Public Health 2021;18(14):7489 View
  8. Brannon G, Mitchell S, Ray M, Bhai S, Beg M, Basen-Engquist K, Liao Y. A Qualitative Examination of COVID-19’s Impacts on Physical Activity and Perceptions of Remote Delivery Interventions. American Journal of Health Promotion 2022;36(3):472 View
  9. Taylor R, Rollo M, Baldwin J, Hutchesson M, Aguiar E, Wynne K, Young A, Callister R, Collins C. Evaluation of a Type 2 diabetes risk reduction online program for women with recent gestational diabetes: a randomised trial. International Journal of Behavioral Nutrition and Physical Activity 2022;19(1) View
  10. Islam M, Lee S, Harden S, Lim S. Effects of vibrotactile feedback on yoga practice. Frontiers in Sports and Active Living 2022;4 View
  11. Sinnige A, Kittelson A, Van der Wees P, Teijink J, Hoogeboom T. Personalised Outcomes Forecasts of Supervised Exercise Therapy in Intermittent Claudication: An Application of Neighbours Based Prediction Methods with Routinely Collected Clinical Data. European Journal of Vascular and Endovascular Surgery 2022;63(4):594 View
  12. Mayer G, Hummel S, Oetjen N, Gronewold N, Bubolz S, Blankenhagel K, Slawik M, Zarnekow R, Hilbel T, Schultz J. User experience and acceptance of patients and healthy adults testing a personalized self-management app for depression: A non-randomized mixed-methods feasibility study. DIGITAL HEALTH 2022;8:205520762210913 View
  13. Ammenwerth E, Wilk S, Huang Z. Call for Papers: Personalization in mHealth – Innovative informatics methods to improve patient experience and health outcome. Journal of Biomedical Informatics 2022;133:104143 View
  14. Li X, Liu H, Zhang L, Yang X. The association of healthy eating index with periodontitis in National Health and Nutrition Examination Study 2011–2012. Frontiers in Nutrition 2022;9 View
  15. Bhimavarapu U, Sreedevi M, Chintalapudi N, Battineni G. Physical Activity Recommendation System Based on Deep Learning to Prevent Respiratory Diseases. Computers 2022;11(10):150 View
  16. Ximenes M, Brandão M, Araújo T, Galindo Neto N, Barros L, Caetano J. EFFECTIVENESS OF EDUCATIONAL INTERVENTIONS FOR FALL PREVENTION: A SYSTEMATIC REVIEW. Texto & Contexto - Enfermagem 2021;30 View
  17. Chaudhari S, Ghanvatkar S, Kankanhalli A. Personalization of Intervention Timing for Physical Activity: Scoping Review. JMIR mHealth and uHealth 2022;10(2):e31327 View
  18. Tong H, Quiroz J, Kocaballi A, Ijaz K, Coiera E, Chow C, Laranjo L. A personalized mobile app for physical activity: An experimental mixed-methods study. DIGITAL HEALTH 2022;8:205520762211150 View
  19. Honka A, Nieminen H, Simila H, Kaartinen J, Gils M. A Comprehensive User Modeling Framework and a Recommender System for Personalizing Well-Being Related Behavior Change Interventions: Development and Evaluation. IEEE Access 2022;10:116766 View
  20. Santini S, Fabbietti P, Galassi F, Merizzi A, Kropf J, Hungerländer N, Stara V. The Impact of Digital Coaching Intervention for Improving Healthy Ageing Dimensions among Older Adults during Their Transition from Work to Retirement. International Journal of Environmental Research and Public Health 2023;20(5):4034 View
  21. Funaki K, Adachi T, Kameshima M, Fujiyama H, Iritani N, Tanaka C, Sakui D, Hara Y, Sugiura H, Yamada S. Factors Associated With Changes in Objectively Measured Moderate to Vigorous Physical Activity in Patients After Percutaneous Coronary Intervention: A Prospective Cohort Study. Journal of Physical Activity and Health 2023:1 View
  22. Venkatachalam P, Ray S. How do context-aware artificial intelligence algorithms used in fitness recommender systems? A literature review and research agenda. International Journal of Information Management Data Insights 2022;2(2):100139 View
  23. Tang Y, Gierc M, Lam R, Liu S, Faulkner G. The Effectiveness of Internet-Guided Self-help Interventions to Promote Physical Activity Among Individuals With Depression: Systematic Review. JMIR Mental Health 2022;9(12):e38049 View
  24. Cai Y, Yu F, Kumar M, Gladney R, Mostafa J. Health Recommender Systems Development, Usage, and Evaluation from 2010 to 2022: A Scoping Review. International Journal of Environmental Research and Public Health 2022;19(22):15115 View
  25. Santini S, Stara V, Galassi F, Merizzi A, Schneider C, Schwammer S, Stolte E, Kropf J. User Requirements Analysis of an Embodied Conversational Agent for Coaching Older Adults to Choose Active and Healthy Ageing Behaviors during the Transition to Retirement: A Cross-National User Centered Design Study. International Journal of Environmental Research and Public Health 2021;18(18):9681 View
  26. Mallawaarachchi S, Tieppo A, Hooley M, Horwood S. Persuasive design-related motivators, ability factors and prompts in early childhood apps: A content analysis. Computers in Human Behavior 2023;139:107492 View
  27. Oinas-Kukkonen H, Pohjolainen S, Agyei E. Mitigating Issues With/of/for True Personalization. Frontiers in Artificial Intelligence 2022;5 View
  28. Goodyear V, Skinner B, McKeever J, Griffiths M. The influence of online physical activity interventions on children and young people’s engagement with physical activity: a systematic review. Physical Education and Sport Pedagogy 2023;28(1):94 View
  29. De Santis K, Jahnel T, Matthias K, Mergenthal L, Al Khayyal H, Zeeb H. Evaluation of Digital Interventions for Physical Activity Promotion: Scoping Review. JMIR Public Health and Surveillance 2022;8(5):e37820 View
  30. Hicks J, Boswell M, Althoff T, Crum A, Ku J, Landay J, Moya P, Murnane E, Snyder M, King A, Delp S. Leveraging Mobile Technology for Public Health Promotion: A Multidisciplinary Perspective. Annual Review of Public Health 2023;44(1):131 View
  31. Reimer V, Kanning M. How far are N-of-1 studies suitable evaluation designs in forensic psychiatric sports therapy?. Sports Psychiatry 2023 View
  32. Rinn R, Keller F, Peters M, Pischke C, Voelcker-Rehage C, Lippke S. Physical Activity and Social Participation in Older Adults in a Cross-Over Intervention Trial. Zeitschrift für Psychologie 2023;231(4):265 View
  33. Sze W, Waki K, Enomoto S, Nagata Y, Nangaku M, Yamauchi T, Ohe K. StepAdd: A personalized mHealth intervention based on social cognitive theory to increase physical activity among type 2 diabetes patients. Journal of Biomedical Informatics 2023;145:104481 View
  34. Robinson S, Shimada S, Sliwinski S, Wiener R, Moy M. Stakeholder Perceptions of a Web-Based Physical Activity Intervention for COPD: A Mixed-Methods Study. Journal of Clinical Medicine 2023;12(19):6296 View
  35. Stara V, Soraci L, Takano E, Kondo I, Möller J, Maranesi E, Luzi R, Riccardi G, Browne R, Dacunha S, Palmier C, Wieching R, Ogawa T, Bevilacqua R. Intrinsic Capacity and Active and Healthy Aging Domains Supported by Personalized Digital Coaching: Survey Study Among Geriatricians in Europe and Japan on eHealth Opportunities for Older Adults. Journal of Medical Internet Research 2023;25:e41035 View
  36. Ismail H, Hussein N, Harous S, Khalil A. Survey of Personalized Learning Software Systems: A Taxonomy of Environments, Learning Content, and User Models. Education Sciences 2023;13(7):741 View
  37. Hwang M, Jiang Y. Personalization in digital health interventions for older adults with cancer: A scoping review. Journal of Geriatric Oncology 2023;14(8):101652 View
  38. Pedersen K, Schlichter B. Improving Predictability and Effectiveness in Preventive Digital Health Interventions: Scoping Review. Interactive Journal of Medical Research 2023;12:e40205 View
  39. Steinacker J, Mechelen W, Bloch W, Börjesson M, Casasco M, Wolfarth B, Knoke C, Papadopoulou T, Wendt J, Al Tunaiji H, Andresen D, Andrieieva O, Bachl N, Badtieva V, Beucher F, Blauwet C, Casajus Mallen J, Chang J, Clénin G, Constantini N, Constantinou D, Di Luigi L, Declercq L, Doutreleau S, Drozdovska S, Duclos M, Ermolao A, Fischbach T, Fischer A, Fossati C, Franchella J, Fulcher M, Galle J, Gerloff C, Georgiades E, Gojanovic B, González Gross M, Grote A, Halle M, Hauner H, Herring M, Hiura M, Holze K, Huber G, Hughes D, Hutchinson M, Ionescu A, Janse van Rensburg D, Jegier A, Jones N, Kappert-Gonther K, Kellerer M, Kimura Y, Kiopa A, Kladny B, Koch G, Kolle E, Kolt G, Koutedakis Y, Kress S, Kriemler S, Kröger J, Kuhn C, Laszlo R, Lehnert R, Lhuissier F, Lüdtke K, Makita S, Manonelles Marqueta P, März W, Micallef-Stafrace K, Miller M, Moore M, Müller E, Neunhäuserer D, Onur I, Ööpik V, Perl M, Philippou A, Predel H, Racinais S, Raslanas A, Reer R, Reinhardt K, Reinsberger C, Rozenstoka S, Sallis R, Sardinha L, Scherer M, Schipperijn J, Seil R, Tan B, Schmidt-Trucksäss A, Schumacher N, Schwaab B, Schwirtz A, Suzuki M, Swart J, Tiesler R, Tippelt U, Tillet E, Thornton J, Ulkar B, Unt E, Verhagen E, Weikert T, Vettor R, Zeng S, Budgett R, Engebretsen L, Erdener U, Pigozzi F, Pitsiladis Y. Global Alliance for the Promotion of Physical Activity: the Hamburg Declaration. BMJ Open Sport & Exercise Medicine 2023;9(3):e001626 View
  40. Amorim P, Paiva J, Silva de Lima J, Portugal da Fonseca L, Martins H, Silva P. Lessons learned from investigating patients’ and physiotherapists’ perspectives on the design of a telerehabilitation platform. Disability and Rehabilitation: Assistive Technology 2023:1 View
  41. Auza-Santiváñez J, Carías Díaz J, Vedia Cruz O, Robles-Nina S, Sánchez Escalante C, Apaza Huanca B. mHealth in health systems: barriers to implementation. Health Leadership and Quality of Life 2022;1:7 View
  42. Rei D, Clavel C, Martin J, Ravenet B. Adapting goals and motivational messages on smartphones for motivation to walk. Smart Health 2024;32:100482 View
  43. Berntzen B, Tolvanen A, Kujala U, Silventoinen K, Vuoksimaa E, Kaprio J, Aaltonen S. Longitudinal leisure-time physical activity profiles throughout adulthood and related characteristics: a 36-year follow-up study of the older Finnish Twin Cohort. International Journal of Behavioral Nutrition and Physical Activity 2024;21(1) View
  44. Tidwell Torres M, Bailey A, Riscia P, Kang A. A Systematic Narrative Review of Recent Obesity Interventions with Black Women in the United States. Journal of Racial and Ethnic Health Disparities 2024 View
  45. Ale L, Zhang N, King S, Chen D. Empowering generative AI through mobile edge computing. Nature Reviews Electrical Engineering 2024 View

Books/Policy Documents

  1. Lambusch F, Weigelt O, Fellmann M, Siestrup K. Engineering Psychology and Cognitive Ergonomics. Mental Workload, Human Physiology, and Human Energy. View
  2. Koranteng F, Matzat U, Wiafe I, Ham J. Persuasive Technology. View