Published on in Vol 24, No 5 (2022): May

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/35371, first published .
Factors Influencing Adherence to mHealth Apps for Prevention or Management of Noncommunicable Diseases: Systematic Review

Factors Influencing Adherence to mHealth Apps for Prevention or Management of Noncommunicable Diseases: Systematic Review

Factors Influencing Adherence to mHealth Apps for Prevention or Management of Noncommunicable Diseases: Systematic Review

Journals

  1. Haug S, Boumparis N, Wenger A, Schaub M, Paz Castro R. Efficacy of a Mobile App-Based Coaching Program for Addiction Prevention among Apprentices: A Cluster-Randomized Controlled Trial. International Journal of Environmental Research and Public Health 2022;19(23):15730 View
  2. Kong N, Moy F, Ong S, Tahir G, Loo C. MyDietCam: Development and usability study of a food recognition integrated dietary monitoring smartphone application. DIGITAL HEALTH 2023;9:205520762211493 View
  3. Ross J, Cotterill S, Bower P, Murray E. Influences on Patient Uptake of and Engagement With the National Health Service Digital Diabetes Prevention Programme: Qualitative Interview Study. Journal of Medical Internet Research 2023;25:e40961 View
  4. Daniore P, Nittas V, von Wyl V. Enrollment and Retention of Participants in Remote Digital Health Studies: Scoping Review and Framework Proposal. Journal of Medical Internet Research 2022;24(9):e39910 View
  5. Pape M, Färber T, Seiferth C, Roth T, Schroeder S, Wolstein J, Herpertz S, Steins-Loeber S. A Tailored Gender-Sensitive mHealth Weight Loss Intervention (I-GENDO): Development and Process Evaluation. JMIR Formative Research 2022;6(10):e38480 View
  6. Kiadaliri A, Dell’Isola A, Lohmander L, Hunter D, Dahlberg L. Assessing the importance of predictors of adherence to a digital self‑management intervention for osteoarthritis. Journal of Orthopaedic Surgery and Research 2023;18(1) View
  7. Braun P, Atik E, Guthardt L, Apolinário-Hagen J, Schückes M. Barriers to and Facilitators of a Blended Cognitive Behavioral Therapy Program for Depression and Anxiety Based on Experiences of University Students: Qualitative Interview Study. JMIR Formative Research 2023;7:e45970 View
  8. Sieber C, Haag C, Polhemus A, Sylvester R, Kool J, Gonzenbach R, von Wyl V. Feasibility and scalability of a fitness tracker study: Results from a longitudinal analysis of persons with multiple sclerosis. Frontiers in Digital Health 2023;5 View
  9. Garin N, Zarate-Tamames B, Gras-Martin L, Milà R, Crespo-Lessmann A, Curto E, Hernandez M, Mestres C, Plaza V. Clinical Impact of Electronic Monitoring Devices of Inhalers in Adults with Asthma or COPD: A Systematic Review and Meta-Analysis. Pharmaceuticals 2023;16(3):414 View
  10. Lee S, Oh J, Park K, Lee S, Lee E. Digital cognitive behavioral therapy for insomnia on depression and anxiety: a systematic review and meta-analysis. npj Digital Medicine 2023;6(1) View
  11. Salamanca-Sanabria A, Jabir A, Lin X, Alattas A, Kocaballi A, Lee J, Kowatsch T, Tudor Car L. Exploring the Perceptions of mHealth Interventions for the Prevention of Common Mental Disorders in University Students in Singapore: Qualitative Study. Journal of Medical Internet Research 2023;25:e44542 View
  12. Amo V, Prentice M, Lieder F. A Gamified Mobile App That Helps People Develop the Metacognitive Skills to Cope With Stressful Situations and Difficult Emotions: Formative Assessment of the InsightApp. JMIR Formative Research 2023;7:e44429 View
  13. Mair J, Castro O, Salamanca-Sanabria A, Frese B, von Wangenheim F, Tai E, Kowatsch T, Müller-Riemenschneider F. Exploring the potential of mobile health interventions to address behavioural risk factors for the prevention of non-communicable diseases in Asian populations: a qualitative study. BMC Public Health 2023;23(1) View
  14. Wong A, Bayuo J, Wong F, Chow K, Wong S, Lau A. The Synergistic Effect of Nurse Proactive Phone Calls With an mHealth App Program on Sustaining App Usage: 3-Arm Randomized Controlled Trial. Journal of Medical Internet Research 2023;25:e43678 View
  15. Guo H, Xiao Y, Liao C, Sun J, Xie Y, Zheng Y, Fan G. U-shaped association between online information exchange and app usage frequency: a large-scale survey of China ‘s online young and middle-aged people with pre diabetes and diabetes. Frontiers in Endocrinology 2023;14 View
  16. Moungui H, Nana-Djeunga H, Anyiang C, Cano M, Ruiz Postigo J, Carrion C. Dissemination Strategies for mHealth Apps: Systematic Review. JMIR mHealth and uHealth 2024;12:e50293 View
  17. Borst F, Reuss-Borst M, Boschmann J, Schwarz P, König L. Can mobile-health applications contribute to long-term increase in physical activity after medical rehabilitation?–A pilot-study. PLOS Digital Health 2023;2(10):e0000359 View
  18. Bischoff E, Ariens N, Boer L, Vercoulen J, Akkermans R, van den Bemt L, Schermer T. Effects of Adherence to an mHealth Tool for Self-Management of COPD Exacerbations. International Journal of Chronic Obstructive Pulmonary Disease 2023;Volume 18:2381 View
  19. Kupila S, Joki A, Suojanen L, Pietiläinen K. The Effectiveness of eHealth Interventions for Weight Loss and Weight Loss Maintenance in Adults with Overweight or Obesity: A Systematic Review of Systematic Reviews. Current Obesity Reports 2023;12(3):371 View
  20. Hawkes R, Miles L, Ainsworth B, Ross J, Meacock R, French D. Engagement with a nationally-implemented digital behaviour change intervention: Usage patterns over the 9-month duration of the National Health Service Digital Diabetes Prevention Programme. Internet Interventions 2023;33:100647 View
  21. Klingenberg M, Elsner A, Pooth J, Hans F, Benning L. The Effect of Therapeutic Adherence on the Effectiveness of a Digital Therapeutic Exercise Program: A Propensity Score Matching Analysis. Healthcare 2023;11(19):2614 View
  22. Wong W, Ming D, Pateras S, Fee C, Coleman C, Docktor M, Shah N, Antonelli R. Outcomes of End-User Testing of a Care Coordination Mobile App With Families of Children With Special Health Care Needs: Simulation Study. JMIR Formative Research 2023;7:e43993 View
  23. Barry Walsh C, Cahalan R, Hinman R, O’Sullivan K. Exploring attitudes of people with chronic health conditions towards the use of group-based telerehabilitation: A qualitative study. Clinical Rehabilitation 2024;38(1):130 View
  24. Ross J, Hawkes R, Miles L, Cotterill S, Bower P, Murray E. Design and Early Use of the Nationally Implemented Healthier You National Health Service Digital Diabetes Prevention Programme: Mixed Methods Study. Journal of Medical Internet Research 2023;25:e47436 View
  25. Mitchell E, Fabry A, Ho A, May C, Baldwin M, Blanco P, Smith K, Michaelides A, Shokoohi M, West M, Gotera K, El Massad O, Zhou A. The Impact of a Digital Weight Loss Intervention on Health Care Resource Utilization and Costs Compared Between Users and Nonusers With Overweight and Obesity: Retrospective Analysis Study. JMIR mHealth and uHealth 2023;11:e47473 View
  26. Verma S, Singh G, Mate A, Verma P, Gorantla S, Madhiwalla N, Hegde A, Thakkar D, Jain M, Tambe M, Taneja A. Expanding impact of mobile health programs: SAHELI for maternal and child care. AI Magazine 2023;44(4):363 View
  27. Zhou X, Wei X, Cheng A, Liu Z, Su Z, Li J, Qin R, Zhao L, Xie Y, Huang Z, Xia X, Liu Y, Song Q, Xiao D, Wang C. Mobile Phone–Based Interventions for Smoking Cessation Among Young People: Systematic Review and Meta-Analysis. JMIR mHealth and uHealth 2023;11:e48253 View
  28. Woodley S, Moller B, Clark A, Bussey M, Sangelaji B, Perry M, Kruger J. Digital Technologies for Women’s Pelvic Floor Muscle Training to Manage Urinary Incontinence Across Their Life Course: Scoping Review. JMIR mHealth and uHealth 2023;11:e44929 View
  29. Ollier J, Suryapalli P, Fleisch E, Wangenheim F, Mair J, Salamanca-Sanabria A, Kowatsch T. Can digital health researchers make a difference during the pandemic? Results of the single-arm, chatbot-led Elena+: Care for COVID-19 interventional study. Frontiers in Public Health 2023;11 View
  30. Chen E, Prakash S, Janapa Reddi V, Kim D, Rajpurkar P. A framework for integrating artificial intelligence for clinical care with continuous therapeutic monitoring. Nature Biomedical Engineering 2023 View
  31. Carvalho L, Haas L, Zeni G, Victor M, Techele S, Marrone Castanho J, Meneghetti Coimbra I, de Freitas de Sousa A, Ceretta N, Garrudo A, Grevet E, Rohde L. Evaluation of the effectiveness of the FOCUS ADHD App in monitoring adults with attention-deficit/hyperactivity disorder. European Psychiatry 2023;66(1) View
  32. Haug S, Boumparis N, Wenger A, Schaub M, Kiselev N. Predictors of Youth Accessibility for a Mobile Phone-Based Life Skills Training Program for Addiction Prevention. International Journal of Environmental Research and Public Health 2023;20(14):6379 View
  33. Wasserman S, Ould Brahim L, Attiya A, Belzile E, Lambert S. An Evaluation of Interactive mHealth Applications for Adults Living with Cancer. Current Oncology 2023;30(8):7151 View
  34. Neal D, Ettema T, Zwan M, Dijkstra K, Finnema E, Graff M, Muller M, Dröes R. FindMyApps compared with usual tablet use to promote social health of community-dwelling people with mild dementia and their informal caregivers: a randomised controlled trial. eClinicalMedicine 2023;63:102169 View
  35. Rivera-Romero O, Gabarron E, Ropero J, Denecke K. Designing personalised mHealth solutions: An overview. Journal of Biomedical Informatics 2023;146:104500 View
  36. Kumar S, Kuchewar V, Karuveettil V. Effectiveness of mHealth interventions for improving health attendance: an umbrella review protocol. JBI Evidence Synthesis 2024;22(1):116 View
  37. Castro O, Mair J, Salamanca-Sanabria A, Alattas A, Keller R, Zheng S, Jabir A, Lin X, Frese B, Lim C, Santhanam P, van Dam R, Car J, Lee J, Tai E, Fleisch E, von Wangenheim F, Tudor Car L, Müller-Riemenschneider F, Kowatsch T. Development of “LvL UP 1.0”: a smartphone-based, conversational agent-delivered holistic lifestyle intervention for the prevention of non-communicable diseases and common mental disorders. Frontiers in Digital Health 2023;5 View
  38. Martin-Payo R, Leirós-Díaz C, Armes J, Fu M, Cachero-Rodríguez J, del Mar Fernandez-Alvarez M. The “Breast-4Y” web app for breast cancer prevention at young age: Development, evaluation, and validation. Internet Interventions 2023;33:100651 View
  39. Fletcher R, Regan C, Dizon J, Leigh L. Understanding Attrition in Text-Based Health Promotion for Fathers: Survival Analysis. JMIR Formative Research 2023;7:e44924 View
  40. Collier E, Blomqvist J, Bendtsen M. Satisfaction with a digital support tool targeting alcohol consumption: perspectives from participants in a randomized control trial. Alcohol and Alcoholism 2024;59(1) View
  41. Giannopoulou P, Vrahatis A, Papalaskari M, Vlamos P. The RODI mHealth app Insight: Machine-Learning-Driven Identification of Digital Indicators for Neurodegenerative Disorder Detection. Healthcare 2023;11(22):2985 View
  42. Park S, Yourell J, McAlister K, Huberty J. Exploring Generation Z and Young Millennials’ Perspectives of a Spiritual Self-Care App and Their Spiritual Identity (Skylight): Qualitative Semistructured Interview Study. JMIR Formative Research 2023;7:e54284 View
  43. Husebø A, Søreide J, Kørner H, Storm M, Wathne H, Richardson A, Morken I, Urstad K, Nordfonn O, Karlsen B. eHealth interventions to support colorectal cancer patients’ self-management after discharge from surgery—an integrative literature review. Supportive Care in Cancer 2024;32(1) View
  44. Jabir A, Lin X, Martinengo L, Sharp G, Theng Y, Tudor Car L. Attrition in Conversational Agent–Delivered Mental Health Interventions: Systematic Review and Meta-Analysis. Journal of Medical Internet Research 2024;26:e48168 View
  45. Ulrich S, Gantenbein A, Zuber V, Von Wyl A, Kowatsch T, Künzli H. Development and Evaluation of a Smartphone-Based Chatbot Coach to Facilitate a Balanced Lifestyle in Individuals With Headaches (BalanceUP App): Randomized Controlled Trial. Journal of Medical Internet Research 2024;26:e50132 View
  46. Grady A, Pearson N, Lamont H, Leigh L, Wolfenden L, Barnes C, Wyse R, Finch M, Mclaughlin M, Delaney T, Sutherland R, Hodder R, Yoong S. The Effectiveness of Strategies to Improve User Engagement With Digital Health Interventions Targeting Nutrition, Physical Activity, and Overweight and Obesity: Systematic Review and Meta-Analysis. Journal of Medical Internet Research 2023;25:e47987 View
  47. Kowalski L, Finnes A, Koch S, Bujacz A. User engagement with organizational mHealth stress management intervention – A mixed methods study. Internet Interventions 2024;35:100704 View
  48. Kalman J, Burkhardt G, Samochowiec J, Gebhard C, Dom G, John M, Kilic O, Kurimay T, Lien L, Schouler-Ocak M, Vidal D, Wiser J, Gaebel W, Volpe U, Falkai P. Digitalising mental health care: Practical recommendations from the European Psychiatric Association. European Psychiatry 2024;67(1) View
  49. Young H, Castle E, Briggs J, Walklin C, Billany R, Asgari E, Bhandari S, Bishop N, Bramham K, Burton J, Campbell J, Chilcot J, Cooper N, Deelchand V, Graham-Brown M, Haggis L, Hamilton A, Jesky M, Kalra P, Koufaki P, Macdonald J, McCafferty K, Nixon A, Noble H, Saynor Z, Taal M, Tollitt J, Wheeler D, Wilkinson T, Greenwood S. The development and internal pilot trial of a digital physical activity and emotional well-being intervention (Kidney BEAM) for people with chronic kidney disease. Scientific Reports 2024;14(1) View
  50. Ferreira-Brito F, Alves S, Guerreiro T, Santos O, Caneiras C, Carriço L, Verdelho A. Digital health and patient adherence: A qualitative study in older adults. DIGITAL HEALTH 2024;10 View
  51. González-Suitt K, Püschel K, Escalona G, Varas J, Sateler J, Aravena H, Greig D, Rioseco A, Thompson B. Breaking the digital gap to reduce cardiovascular risk in primary care. Health Education Journal 2024 View
  52. Liblub S, Pringle K, McLaughlin K, Cummins A. Peer support and mobile health for perinatal mental health: A scoping review. Birth 2024 View
  53. Ismond K, Cruz C, Limon-Miro A, Low G, Prado C, Spence J, Raman M, McNeely M, Tandon P. An open label feasibility study of a nutrition and exercise app-based solution in cirrhosis. Canadian Liver Journal 2024;7(1):5 View
  54. Dai Y, Min H, Sun L, Wang X, Zhu C, Gu C. Assessing women's and health professionals' views on developing a midwifery‐led mobile health app intervention in pregnancy: A descriptive qualitative study. Journal of Advanced Nursing 2024 View
  55. Waaler P, Bongo L, Rolandsen C, Lorem G. An individually adjusted approach for communicating epidemiological results on health and lifestyle to patients. Scientific Reports 2024;14(1) View
  56. Peñate G, Parra N, Morera J, Meñaca A, Ramón M, Menéndez S, Marrero F, de la Cal S, Ghadban-Garrido C, Tolosana P, Puentes J, Aguayo R, Mahdavi H, Jeanneret G, Subías P. Assessing the clinical benefit, safety, and patient-reported outcomes with the use of the PAHcare™ digital platform in pulmonary arterial hypertension: a pilot study. Frontiers in Public Health 2024;12 View
  57. Martins A, Londral A, L. Nunes I, V. Lapão L. Unlocking human-like conversations: Scoping review of automation techniques for personalized healthcare interventions using conversational agents. International Journal of Medical Informatics 2024;185:105385 View
  58. Okoye V, Okoye G, Appiah D. Harnessing Digital Health Solutions to Enhance Medication Adherence in Patients With Depression. Innovations in Digital Health, Diagnostics, and Biomarkers 2024;4(2024):9 View
  59. Monachelli R, Davis S, Barnard A, Longmire M, Docherty J, Oakley-Girvan I. Designing mHealth Apps to Incorporate Evidence-Based Techniques for Prolonging User Engagement. Interactive Journal of Medical Research 2024;13:e51974 View
  60. Liashiedzi G, Eto F, Atinga R, Abor P. Determinants of mobile health (M-Health) application adoption, usage and discontinuity among corporate workers diagnosed with hypertension and diabetes. Journal of Health Organization and Management 2024;38(2):176 View
  61. Bolt G, Piercy H, Bradshaw J, Manning V. Smartphone‐delivered approach bias modification for reducing harmful drinking amongst middle–older age adults: Secondary analyses of a single‐arm pilot study. Drug and Alcohol Review 2024;43(4):956 View
  62. Protano C, De Giorgi A, Valeriani F, Mazzeo E, Zanni S, Cofone L, D’Ancona G, Hasnaoui A, Pindinello I, Sabato M, Ubaldi F, Volpini V, Romano Spica V, Vitali M, Gallè F. Can Digital Technologies Be Useful for Weight Loss in Individuals with Overweight or Obesity? A Systematic Review. Healthcare 2024;12(6):670 View
  63. Tong H, Alnasser A, Alshahrani N, Bawaked R, AlAhmed R, Alsukait R, Rakic S, Cetinkaya V, Al-Hazzaa H, Alqahtani S. The Use of Mobile Technologies to Promote Physical Activity and Reduce Sedentary Behaviors in the Middle East and North Africa Region: Systematic Review and Meta-Analysis. Journal of Medical Internet Research 2024;26:e53651 View
  64. Grahlher K, Morgenstern M, Pietsch B, Gomes de Matos E, Rossa M, Lochbühler K, Daubmann A, Thomasius R, Arnaud N. Mobile App Intervention to reduce Substance Use, Gambling and Digital Media Use in Vocational School Students: Exploratory Analysis of the Intervention Arm of a Randomized Controlled Trial (Preprint). JMIR mHealth and uHealth 2023 View
  65. Fiol-deRoque M, Serrano-Ripoll M, Mira-Martínez S, Pastor-Moreno G, Sitges C, García-Buades M, Gervilla E, Garcia-Toro M, Zamanillo-Campos R, Ricci-Cabello I. Process evaluation of PsyCovidApp, a digital tool for mobile devices aimed at protecting the mental health of healthcare professionals during the COVID-19 pandemic: a mixed method study. Frontiers in Psychology 2024;15 View
  66. Nguyen A, Yu F, Park L, Fukuoka Y, Wong C, Gildengorin G, Nguyen T, Tsoh J, Jih J. An App-Based Physical Activity Intervention Study in Community-Dwelling Chinese-, Tagalog-, and Vietnamese-Speaking Americans: A Pilot Study (Preprint). JMIR Formative Research 2024 View
  67. Åsberg K, Löf M, Bendtsen M. Effects of a single session low-threshold digital intervention for procrastination behaviors among university students (Focus): Findings from a randomized controlled trial. Internet Interventions 2024;36:100741 View
  68. Li Y, Wu X, Liu M, Deng K, Tullini A, Zhang X, Shi J, Lai H, Tonetti M. Enhanced control of periodontitis by an artificial intelligence‐enabled multimodal‐sensing toothbrush and targeted mHealth micromessages: A randomized trial. Journal of Clinical Periodontology 2024 View
  69. Marciniak M, Shanahan L, Yuen K, Veer I, Walter H, Tuescher O, Kobylińska D, Kalisch R, Hermans E, Binder H, Kleim B. Burst versus continuous delivery design in digital mental health interventions: Evidence from a randomized clinical trial. DIGITAL HEALTH 2024;10 View
  70. Waki K, Nara M, Enomoto S, Mieno M, Kanda E, Sankoda A, Kawai Y, Miyake K, Wakui H, Tsurutani Y, Hirawa N, Yamakawa T, Komiya S, Isogawa A, Satoh S, Minami T, Iwamoto T, Takano T, Terauchi Y, Tamura K, Yamauchi T, Nangaku M, Kashihara N, Ohe K. Effectiveness of DialBetesPlus, a self-management support system for diabetic kidney disease: Randomized controlled trial. npj Digital Medicine 2024;7(1) View
  71. Idnay B, Cordoba E, Ramirez S, Xiao E, Wood O, Batey D, Garofalo R, Schnall R. Social Marketing Perspective on Participant Recruitment in Informatics-Based Intervention Studies. AIDS and Behavior 2024 View
  72. Pais‐Cunha I, Fontoura Matias J, Almeida A, Magalhães M, Fonseca J, Azevedo I, Jácome C. Telemonitoring of pediatric asthma in outpatient settings: A systematic review. Pediatric Pulmonology 2024 View

Books/Policy Documents

  1. Keller R, Wangenheim F, Mair J, Kowatsch T. Digital Therapeutics for Mental Health and Addiction. View
  2. Kay-Lambkin F, Heinsch M, Sampson D. Digital Therapeutics for Mental Health and Addiction. View
  3. Malischnig D. Suchtbehandlung und Digitalisierung. View
  4. Scheibenbogen O, Jobst F. Suchtbehandlung und Digitalisierung. View
  5. Jat A, Grønli T. Mobile Web and Intelligent Information Systems. View
  6. J. Ghaben S, Fitri Mat Ludin A. A Comprehensive Overview of Telemedicine [Working Title]. View