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

Wearables and MHealth Reviews (260) Innovations and Technology for Healthy Eating Education (400) Innovations and Technology for Physical Activity Education (703) Telehealth and Telemonitoring (1575) mHealth for Wellness, Behavior Change and Prevention (2754) Alcohol Abuse, Alcoholism Prevention and Recovery (286) Substance Abuse (383)

Published on in Vol 8, No 3 (2020): March

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/17046, first published .
Mobile Apps for Health Behavior Change in Physical Activity, Diet, Drug and Alcohol Use, and Mental Health: Systematic Review

Mobile Apps for Health Behavior Change in Physical Activity, Diet, Drug and Alcohol Use, and Mental Health: Systematic Review

Mobile Apps for Health Behavior Change in Physical Activity, Diet, Drug and Alcohol Use, and Mental Health: Systematic Review

Authors of this article:

Madison Milne-Ives1 Author Orcid Image ;   Ching Lam1 Author Orcid Image ;   Caroline De Cock1 Author Orcid Image ;   Michelle Helena Van Velthoven1 Author Orcid Image ;   Edward Meinert1, 2 Author Orcid Image
Article Authors Cited by (192) Tweetations (22) Metrics

Journals

  1. Máca V, Ščasný M, Zvěřinová I, Jakob M, Hrnčíř J. Incentivizing Commuter Cycling by Financial and Non-Financial Rewards. International Journal of Environmental Research and Public Health 2020;17(17):6033 View
  2. Duplaga M. The Use of Fitness Influencers’ Websites by Young Adult Women: A Cross-Sectional Study. International Journal of Environmental Research and Public Health 2020;17(17):6360 View
  3. Torous J, Jän Myrick K, Rauseo-Ricupero N, Firth J. Digital Mental Health and COVID-19: Using Technology Today to Accelerate the Curve on Access and Quality Tomorrow. JMIR Mental Health 2020;7(3):e18848 View
  4. Weissman R, Bauer S, Thomas J. Access to evidence‐based care for eating disorders during the COVID‐19 crisis. International Journal of Eating Disorders 2020;53(5):639 View
  5. Yan Y, Chien T, Yeh Y, Chou W, Hsing S. An App for Classifying Personal Mental Illness at Workplace Using Fit Statistics and Convolutional Neural Networks: Survey-Based Quantitative Study. JMIR mHealth and uHealth 2020;8(7):e17857 View
  6. Kwan R, Lee D, Lee P, Tse M, Cheung D, Thiamwong L, Choi K. Effects of an mHealth Brisk Walking Intervention on Increasing Physical Activity in Older People With Cognitive Frailty: Pilot Randomized Controlled Trial. JMIR mHealth and uHealth 2020;8(7):e16596 View
  7. Meinert E, Rahman E, Potter A, Lawrence W, Van Velthoven M. Acceptability and Usability of the Mobile Digital Health App NoObesity for Families and Health Care Professionals: Protocol for a Feasibility Study. JMIR Research Protocols 2020;9(7):e18068 View
  8. Yamamoto K, Takahashi T, Urasaki M, Nagayasu Y, Shimamoto T, Tateyama Y, Matsuzaki K, Kobayashi D, Kubo S, Mito S, Abe T, Matsuura H, Iwami T. Health Observation App for COVID-19 Symptom Tracking Integrated With Personal Health Records: Proof of Concept and Practical Use Study. JMIR mHealth and uHealth 2020;8(7):e19902 View
  9. Milne-Ives M, Lam C, van Velthoven M, Meinert E. Mobile Fitness and Weight Management Apps: Protocol for a Quality Evaluation. JMIR Research Protocols 2020;9(9):e17685 View
  10. Kim K, Lee C. Examining an Integrative Cognitive Model of Predicting Health App Use: Longitudinal Observational Study. JMIR mHealth and uHealth 2021;9(2):e24539 View
  11. Howie E, Daniels B, Human A, Gray M, Baum J. Effectiveness and implementation of a virtual versus in-person walking program among employees on physical activity, fitness, and cognition. Health and Technology 2021;11(4):909 View
  12. Hayman M, Alfrey K, Cannon S, Alley S, Rebar A, Williams S, Short C, Altazan A, Comardelle N, Currie S, Denton C, Harrison C, Lamerton T, Mena G, Moran L, Mottola M, Nagpal T, Vincze L, Schoeppe S. Quality, Features, and Presence of Behavior Change Techniques in Mobile Apps Designed to Improve Physical Activity in Pregnant Women: Systematic Search and Content Analysis. JMIR mHealth and uHealth 2021;9(4):e23649 View
  13. Marchant G, Bonaiuto F, Bonaiuto M, Guillet Descas E. Exercise and Physical Activity eHealth in COVID-19 Pandemic: A Cross-Sectional Study of Effects on Motivations, Behavior Change Mechanisms, and Behavior. Frontiers in Psychology 2021;12 View
  14. Lee J, Woo H. Quality Evaluation of Fine Dust Management Mobile Applications. Journal of Health Informatics and Statistics 2021;46(1):110 View
  15. Kabir M, Rahman S, Islam M, Ahmed S, Laird C. Mobile Apps for Foot Measurement in Pedorthic Practice: Scoping Review. JMIR mHealth and uHealth 2021;9(3):e24202 View
  16. Kosowan L, Katz A, Halas G, Singer A. Patient perspectives on tablet-based technology to collect risk factor information in primary care. BMC Family Practice 2021;22(1) View
  17. Rozga M, Jones K, Robinson J, Yahiro A. Nutrition and physical activity interventions for the general population with and without cardiometabolic risk: a scoping review. Public Health Nutrition 2021;24(14):4718 View
  18. Milne-Ives M, Swancutt D, Burns L, Pinkney J, Tarrant M, Calitri R, Chatterjee A, Meinert E. The Effectiveness and Usability of Online, Group-Based Interventions for People With Severe Obesity: Protocol for a Systematic Review. JMIR Research Protocols 2021;10(6):e26619 View
  19. Degroote L, De Paepe A, De Bourdeaudhuij I, Van Dyck D, Crombez G. Effectiveness of the mHealth intervention ‘MyDayPlan’ to increase physical activity: an aggregated single case approach. International Journal of Behavioral Nutrition and Physical Activity 2021;18(1) View
  20. Napier C, Davies G, Butow P, Schlub T, Best M, Bartley N, Juraskova I, Meiser B, Tucker K, Biesecker B, Thomas D, Ballinger M. Cancer patient knowledge about and behavioral intentions after germline genome sequencing. Patient Education and Counseling 2022;105(3):707 View
  21. Baek Y, Jeong K, Lee S, Kim H, Seo B, Jin H. Feasibility and Effectiveness of Assessing Subhealth Using a Mobile Health Management App (MibyeongBogam) in Early Middle-Aged Koreans: Randomized Controlled Trial. JMIR mHealth and uHealth 2021;9(8):e27455 View
  22. Han M, Rhee S. Effect of Adherence to Smartphone App Use on the Long-term Effectiveness of Weight Loss in Developing and OECD Countries: Retrospective Cohort Study. JMIR mHealth and uHealth 2021;9(7):e13496 View
  23. Chen Y, Ji M, Wu Y, Deng Y, Wu F, Lu Y. Individualized mobile health interventions for cardiovascular event prevention in patients with coronary heart disease: study protocol for the iCARE randomized controlled trial. BMC Cardiovascular Disorders 2021;21(1) View
  24. Gómez-Marcos M, García-Ortiz L. Response to: Reporting the results of a clinical trial across multiple papers, does it matter?. European Journal of Cardiovascular Nursing 2021;20(6):620 View
  25. Gray R, Mackay B, Waters A, Brown E. Reporting the results of a clinical trial across multiple papers, does it matter?. European Journal of Cardiovascular Nursing 2021;20(6):618 View
  26. Yang Y, Koenigstorfer J. Determinants of Fitness App Usage and Moderating Impacts of Education-, Motivation-, and Gamification-Related App Features on Physical Activity Intentions: Cross-sectional Survey Study. Journal of Medical Internet Research 2021;23(7):e26063 View
  27. Spohrer K, Fallon M, Hoehle H, Heinzl A. Designing Effective Mobile Health Apps: Does Combining Behavior Change Techniques Really Create Synergies?. Journal of Management Information Systems 2021;38(2):517 View
  28. Yu H, He J, Li K, Qi W, Lin J, Szumilewicz A. Quality assessment of pre- and postnatal nutrition and exercise mobile applications in the United States and China. Frontiers in Nutrition 2023;9 View
  29. Saur S, Weisel K, Lang C, Fuhrmann L, Steins-Loeber S, Enewoldsen N, Reichl D, Zink M, Jakobi F, Rudolph M, Ahnert A, Braunwarth W, Falkai P, Koller G, Behle N, Hager L, Hillemacher T, Heepe P, Müller F, Kraus T, Kiderman Y, Horn N, Kornhuber J, Lins S, Spitzer P, Bönsch D, Counot C, Stemmler M, Hildebrand A, Amelung V, Kerkemeyer L, Berking M. App-based maintenance treatment for alcohol use disorder after acute inpatient treatment: Study protocol for a multicentre randomized controlled trial. Internet Interventions 2022;28:100517 View
  30. Dias S, Oikonomidis Y, Diniz J, Baptista F, Carnide F, Bensenousi A, Botana J, Tsatsou D, Stefanidis K, Gymnopoulos L, Dimitropoulos K, Daras P, Argiriou A, Rouskas K, Wilson-Barnes S, Hart K, Merry N, Russell D, Konstantinova J, Lalama E, Pfeiffer A, Kokkinopoulou A, Hassapidou M, Pagkalos I, Patra E, Buys R, Cornelissen V, Batista A, Cobello S, Milli E, Vagnozzi C, Bryant S, Maas S, Bacelar P, Gravina S, Vlaskalin J, Brkic B, Telo G, Mantovani E, Gkotsopoulou O, Iakovakis D, Hadjidimitriou S, Charisis V, Hadjileontiadis L. Users' Perspective on the AI-Based Smartphone PROTEIN App for Personalized Nutrition and Healthy Living: A Modified Technology Acceptance Model (mTAM) Approach. Frontiers in Nutrition 2022;9 View
  31. Hranchak T, Dease N, Lopatovska I. Mobile phone use among Ukrainian and US students: a library perspective. Global Knowledge, Memory and Communication 2024;73(1/2):161 View
  32. Buss V, Varnfield M, Harris M, Barr M. A Mobile App for Prevention of Cardiovascular Disease and Type 2 Diabetes Mellitus: Development and Usability Study. JMIR Human Factors 2022;9(2):e35065 View
  33. Milne-Ives M, Homer S, Andrade J, Meinert E. Associations Between Behavior Change Techniques and Engagement With Mobile Health Apps: Protocol for a Systematic Review. JMIR Research Protocols 2022;11(3):e35172 View
  34. Castro Sweet C, Kaye L, Alabduljabbar M, Myers V. Training the next generation of behavioral medicine scientists to accelerate digital health. Translational Behavioral Medicine 2022;12(8):834 View
  35. Jossa-Bastidas O, Zahia S, Fuente-Vidal A, Sánchez Férez N, Roda Noguera O, Montane J, Garcia-Zapirain B. Predicting Physical Exercise Adherence in Fitness Apps Using a Deep Learning Approach. International Journal of Environmental Research and Public Health 2021;18(20):10769 View
  36. Barrett B. Health and sustainability co-benefits of eating behaviors: Towards a science of dietary eco-wellness. Preventive Medicine Reports 2022;28:101878 View
  37. Vieira W, Ostolin T, Simões M, Proença N, Dourado V. Profile of adults users of smartphone applications for monitoring the level of physical activity and associated factors: A cross-sectional study. Frontiers in Public Health 2022;10 View
  38. Lawrason S, Brown-Ganzert L, Campeau L, MacInnes M, Wilkins C, Martin Ginis K. mHealth Physical Activity Intervention for Individuals With Spinal Cord Injury: Planning and Development Processes. JMIR Formative Research 2022;6(8):e34303 View
  39. Kaveladze B, Young S, Schueller S. Antifragile Behavior Change Through Digital Health Behavior Change Interventions. JMIR Formative Research 2022;6(6):e32571 View
  40. Fu S, Fang J, Cai Z, Lim E, Tan C, Yang H. Advancing health-related abilities and behaviors via health apps: a large-scale survey from self-regulation perspective. Internet Research 2022;32(4):1097 View
  41. Zhang K, Aslan A. Design Frameworks for Mobile Health Technology. International Journal of Health Systems and Translational Medicine 2022;2(1):1 View
  42. MacPherson M, Merry K, Locke S, Jung M. How Can We Keep People Engaged in the Behavior Change Process? An Exploratory Analysis of Two mHealth Applications. Journal of Technology in Behavioral Science 2022;7(3):337 View
  43. Nardi W, Roy A, Dunsiger S, Brewer J. Analyzing the Impact of Mobile App Engagement on Mental Health Outcomes: Secondary Analysis of the Unwinding Anxiety Program. Journal of Medical Internet Research 2022;24(8):e33696 View
  44. 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
  45. Vázquez-Paz A, Michel-Nava R, Delgado-Pérez E, Lares-Michel M, Espinosa-Curiel I. Parents’ mHealth App for Promoting Healthy Eating Behaviors in Children: Feasibility, Acceptability, and Pilot Study. Journal of Medical Systems 2022;46(11) View
  46. Silva M, Hay-Smith E, Graham F. Exploring the Use of the Behavior Change Technique Taxonomy and the Persuasive System Design Model in Defining Parent-Focused eHealth Interventions: Scoping Review. Journal of Medical Internet Research 2023;25:e42083 View
  47. González-Gálvez N, Vaquero-Cristóbal R, Mateo-Orcajada A, Sánchez-Pato A, Bada-Jaime J, Leiva-Arcas A, García-Roca J. Impact and Learner Experience of a Technology Ecosystem as an Approach to Healthy Lifestyles: Erasmus+ SUGAPAS Project. Sustainability 2022;14(23):15849 View
  48. Kim H, Lee K, Lee J, Youk H, Lee H. The Effect of a Mobile and Wearable Device Intervention on Increased Physical Activity to Prevent Metabolic Syndrome: Observational Study. JMIR mHealth and uHealth 2022;10(2):e34059 View
  49. Ibrahim M, Mohamed Yusoff H, Abu Bakar Y, Thwe Aung M, Abas M, Ramli R. Digital health for quality healthcare: A systematic mapping of review studies. DIGITAL HEALTH 2022;8:205520762210858 View
  50. Chen Y, Ji M, Wu Y, Wang Q, Deng Y, Liu Y, Wu F, Liu M, Guo Y, Fu Z, Zheng X. An Intelligent Individualized Cardiovascular App for Risk Elimination (iCARE) for Individuals With Coronary Heart Disease: Development and Usability Testing Analysis. JMIR mHealth and uHealth 2021;9(12):e26439 View
  51. Griffin K, Williams C, Botvin C, Sousa S, Botvin G. Effectiveness of a hybrid digital substance abuse prevention approach combining e-Learning and in-person class sessions. Frontiers in Digital Health 2022;4 View
  52. Watanabe K, Tsutsumi A. Workers’ perceptions of mHealth services for physical activity and mental health: A qualitative study using a text-mining method. Environmental and Occupational Health Practice 2023;5(1):n/a View
  53. Perkes S, Huntriss B, Skinner N, Leece B, Dobson R, Mattes J, Hall K, Bonevski B. Development of a Maternal and Child mHealth Intervention With Aboriginal and Torres Strait Islander Mothers: Co-design Approach. JMIR Formative Research 2022;6(7):e33541 View
  54. Kris-Etherton P, Petersen K, Després J, Anderson C, Deedwania P, Furie K, Lear S, Lichtenstein A, Lobelo F, Morris P, Sacks F, Ma J. Strategies for Promotion of a Healthy Lifestyle in Clinical Settings: Pillars of Ideal Cardiovascular Health: A Science Advisory From the American Heart Association. Circulation 2021;144(24) View
  55. Hietbrink E, Middelweerd A, van Empelen P, Preuhs K, Konijnendijk A, Oude Nijeweme-d’Hollosy W, Schrijver L, Laverman G, Vollenbroek-Hutten M. A Digital Lifestyle Coach (E-Supporter 1.0) to Support People With Type 2 Diabetes: Participatory Development Study. JMIR Human Factors 2023;10:e40017 View
  56. Martínez-Olcina M, Cuestas-Calero B, Miralles-Amorós L, Vicente-Martínez M, Sánchez-Sánchez J. Effectiveness of App-Based Intervention to Improve Health Status of Sedentary Middle-Aged Males and Females. International Journal of Environmental Research and Public Health 2022;19(10):5857 View
  57. Barzegari S, Sharifi Kia A, Bardus M, Stoyanov S, GhaziSaeedi M, Rafizadeh M. The Persian Version of the Mobile Application Rating Scale (MARS-Fa): Translation and Validation Study. JMIR Formative Research 2022;6(12):e42225 View
  58. Summers C, Wu P, Taylor A. Supporting Mental Health During the COVID-19 Pandemic Using a Digital Behavior Change Intervention: An Open-Label, Single-Arm, Pre-Post Intervention Study. JMIR Formative Research 2021;5(10):e31273 View
  59. Nahum-Shani I, Dziak J, Wetter D. MCMTC: A Pragmatic Framework for Selecting an Experimental Design to Inform the Development of Digital Interventions. Frontiers in Digital Health 2022;4 View
  60. Gupta K, Roy S, Altameem A, Kumar R, Saudagar A, Poonia R. Usability Evaluation and Classification of mHealth Applications for Type 2 Diabetes Mellitus Using MARS and ID3 Algorithm. International Journal of Environmental Research and Public Health 2022;19(12):6999 View
  61. Palmer C, Brown Levey S, Kostiuk M, Zisner A, Tolle L, Richey R, Callan S. Virtual Care for Behavioral Health Conditions. Primary Care: Clinics in Office Practice 2022;49(4):641 View
  62. Gorny A, Chee W, Müller-Riemenschneider F. Active Use and Engagement in an mHealth Initiative Among Young Men With Obesity: Mixed Methods Study. JMIR Formative Research 2022;6(1):e33798 View
  63. Yin J, Yue C, Chen X, Tang L. The effect of Tai chi on positive-activated affect in adults: a systematic review and multilevel meta-analysis of randomised controlled trials. International Journal of Sport and Exercise Psychology 2023;21(5):807 View
  64. Castro R, Ribeiro-Alves M, Oliveira C, Romero C, Perazzo H, Simjanoski M, Kapciznki F, Balanzá-Martínez V, De Boni R. What Are We Measuring When We Evaluate Digital Interventions for Improving Lifestyle? A Scoping Meta-Review. Frontiers in Public Health 2022;9 View
  65. Dias L, Vianna H, Barbosa J. Human behaviour data analysis and noncommunicable diseases: a systematic mapping study. Behaviour & Information Technology 2023;42(14):2485 View
  66. Nicolaidou I, Aristeidis L, Lambrinos L. A gamified app for supporting undergraduate students’ mental health: A feasibility and usability study. DIGITAL HEALTH 2022;8:205520762211090 View
  67. Sanders G, Cooke C, Gately P. Exploring reasons for attrition among vulnerable and under-served sub-groups across an online integrated healthy lifestyles service during COVID-19. SAGE Open Medicine 2021;9:205031212110543 View
  68. de Sousa D, Fogel A, Azevedo J, Padrão P. The Effectiveness of Web-Based Interventions to Promote Health Behaviour Change in Adolescents: A Systematic Review. Nutrients 2022;14(6):1258 View
  69. AlSlaity A, Suruliraj B, Oyebode O, Fowles J, steeves d, Orji R. Mobile Applications for Health and Wellness: A Systematic Review. Proceedings of the ACM on Human-Computer Interaction 2022;6(EICS):1 View
  70. Lök N, Bademli K, Lök S. The effect of a physical activity intervention on burden and healthy lifestyle behavior in family caregivers of patients with schizophrenia: A randomized controlled trial. Archives of Psychiatric Nursing 2023;42:33 View
  71. Ali Sherazi B, Laeer S, Krutisch S, Dabidian A, Schlottau S, Obarcanin E. Functions of mHealth Diabetes Apps That Enable the Provision of Pharmaceutical Care: Criteria Development and Evaluation of Popular Apps. International Journal of Environmental Research and Public Health 2022;20(1):64 View
  72. Cutting J, Iacovides I. Learning by Doing: Intrinsic Integration Directs Attention to Increase Learning In Games. Proceedings of the ACM on Human-Computer Interaction 2022;6(CHI PLAY):1 View
  73. Miranda F, Salomé G, Costa M, Alves J. Mobile app for patient education about breast cancer surgical treatment. Fisioterapia em Movimento 2022;35 View
  74. Rodríguez-González P, Iglesias D, Fernandez-Rio J, Gao Z. Effectiveness of interventions using apps to improve physical activity, sedentary behavior and diet: An umbrella review. Complementary Therapies in Clinical Practice 2023;50:101711 View
  75. Bocking H, Russell-Bennett R, Letheren K. I'm no expert, but … ? Consumer use of supportive digital tools in health services. Journal of Service Theory and Practice 2022;32(2):105 View
  76. Busse T, Nitsche J, Kernebeck S, Jux C, Weitz J, Ehlers J, Bork U. Approaches to Improvement of Digital Health Literacy (eHL) in the Context of Person-Centered Care. International Journal of Environmental Research and Public Health 2022;19(14):8309 View
  77. Milne-Ives M, Selby E, Inkster B, Lam C, Meinert E, Narasimhan P. Artificial intelligence and machine learning in mobile apps for mental health: A scoping review. PLOS Digital Health 2022;1(8):e0000079 View
  78. Frick M, Neu L, Liebhaber N, Sperner-Unterweger B, Stötter J, Keller L, Hüfner K. Why Do We Harm the Environment or Our Personal Health despite Better Knowledge? The Knowledge Action Gap in Healthy and Climate-Friendly Behavior. Sustainability 2021;13(23):13361 View
  79. Yang L, Kuang A, Xu C, Shewchuk B, Singh S, Quan H, Zeng Y. Design Principles in mHealth Interventions for Sustainable Health Behavior Changes: Protocol for a Systematic Review. JMIR Research Protocols 2023;12:e39093 View
  80. De Witte N, Joris S, Van Assche E, Van Daele T. Technological and Digital Interventions for Mental Health and Wellbeing: An Overview of Systematic Reviews. Frontiers in Digital Health 2021;3 View
  81. Dulin P, Mertz R, Edwards A, King D. Contrasting a Mobile App With a Conversational Chatbot for Reducing Alcohol Consumption: Randomized Controlled Pilot Trial. JMIR Formative Research 2022;6(5):e33037 View
  82. Khan I, Akhtar S, Ahmad Khan M. Lifestyle-based health awareness using digital gadgets and online interactive platforms. NeuroPharmac Journal 2021:295 View
  83. Baek S, Lee S, Lee Y, Chung S, Choi C, Lee H, Jo M, Yun S, Lee J. Effects of Mobile Healthcare Applications on the Lifestyle of Patients With Breast Cancer: A Protocol for a Randomized Clinical Trial. Journal of Breast Cancer 2022;25(5):425 View
  84. Badesha K, Wilde S, Dawson D. Mental health mobile app use to manage psychological difficulties: an umbrella review. Mental Health Review Journal 2022;27(3):241 View
  85. Coughlin J, Martin L, Zhao D, Goheer A, Woolf T, Holzhauer K, Lehmann H, Lent M, McTigue K, Clark J, Bennett W. Electronic Health Record–Based Recruitment and Retention and Mobile Health App Usage: Multisite Cohort Study. Journal of Medical Internet Research 2022;24(6):e34191 View
  86. Lopez de Coca T, Moreno L, Alacreu M, Sebastian-Morello M. Bridging the Generational Digital Divide in the Healthcare Environment. Journal of Personalized Medicine 2022;12(8):1214 View
  87. Cutting J, Deterding S. The task-attention theory of game learning: a theory and research agenda. Human–Computer Interaction 2022:1 View
  88. Edney S, Chua X, Müller A, Kui K, Müller‐Riemenschneider F. mHealth interventions targeting movement behaviors in Asia: A scoping review. Obesity Reviews 2022;23(4) View
  89. Napolitano L, Cirillo L, Fusco G, Abate M, Falcone A, Morgera V, Cacace G, De Luca L, Reccia P, Mirone C, Crocetto F, Celentano G, Morra S, Barone B, Imbimbo C, Longo N, Mirone V, La Rocca R. Premature ejaculation in the era of mobile health application: A current analysis and evaluation of adherence to EAU guidelines. Archivio Italiano di Urologia e Andrologia 2022;94(3):328 View
  90. Zaleski A, Sigler B, Leggitt A, Choudhary S, Berns R, Rhee K, Schwarzwald H. The Influence of a Wearable-Based Reward Program on Health Care Costs: Retrospective, Propensity Score–Matched Cohort Study. Journal of Medical Internet Research 2023;25:e45064 View
  91. Weishaupt I, Mages-Torluoglu J, Kunze C, Weidmann C, Steinhausen K, Bailer A. Mobile Digital Health Intervention to Promote Nutrition and Physical Activity Behaviors Among Long-term Unemployed in Rural Areas: Protocol for a Randomized Controlled Trial. JMIR Research Protocols 2022;11(11):e40321 View
  92. Nievas Soriano B, Uribe-Toril J, Ruiz-Real J, Parrón-Carreño T. Pediatric apps: what are they for? A scoping review. European Journal of Pediatrics 2022;181(4):1321 View
  93. Lou J, Han N, Wang D, Pei X. Effects of Mobile Identity on Smartphone Symbolic Use: An Attachment Theory Perspective. International Journal of Environmental Research and Public Health 2022;19(21):14036 View
  94. Kernebeck S, Busse T, Ehlers J, Vollmar H. Adhärenz digitaler Interventionen im Gesundheitswesen: Definitionen, Methoden und offene Fragen. Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz 2021;64(10):1278 View
  95. Foster M, Xiong W, Quintiliani L, Hartmann C, Gaehde S. Preferences of Older Adult Veterans With Heart Failure for Engaging With Mobile Health Technology to Support Self-care: Qualitative Interview Study Among Patients With Heart Failure and Content Analysis. JMIR Formative Research 2022;6(12):e41317 View
  96. Ochs C, Sauer J. Disturbing aspects of smartphone usage: a qualitative analysis. Behaviour & Information Technology 2023;42(14):2504 View
  97. Deniz-Garcia A, Fabelo H, Rodriguez-Almeida A, Zamora-Zamorano G, Castro-Fernandez M, Alberiche Ruano M, Solvoll T, Granja C, Schopf T, Callico G, Soguero-Ruiz C, Wägner A. Quality, Usability, and Effectiveness of mHealth Apps and the Role of Artificial Intelligence: Current Scenario and Challenges. Journal of Medical Internet Research 2023;25:e44030 View
  98. Liu C, Wang W, Gao G, Agarwal R. The Virtualization of Experiential Events: Effects on Platform Users. SSRN Electronic Journal 2020 View
  99. BİLKAY H, GÜRHAN N, ŞİRİN B. Use of Mobile Applications in Smoking, Alcohol and Substance Use Disorders. Psikiyatride Güncel Yaklaşımlar 2023;15(3):518 View
  100. de Maio Nascimento M, Araújo J, da Cruz Neto P, Rios P, Silva C, Ihle A. Internet-Based Video Program to Promote Physical Activity, Health, and Well-Being of Brazilian Older Adults during the COVID-19 Pandemic. Applied Sciences 2023;13(7):4326 View
  101. van der Haar S, Raaijmakers I, Verain M, Meijboom S. Incorporating Consumers’ Needs in Nutrition Apps to Promote and Maintain Use: Mixed Methods Study. JMIR mHealth and uHealth 2023;11:e39515 View
  102. Schneider A, Arnold R. Wearables from Head to Toe: Are They Friend or Foe? An Empirical Landscaping of Health and Fitness Wearables and Apps in Six Countries to Identify Emerging Policy Challenges. SSRN Electronic Journal 2022 View
  103. De Oliveira B, Dent K, Smith J, Merchant W, Wright S. A Comparative Case Study of the Implementation of a Digital App-Based Platform Aimed at Reducing Sexual Risk in Adolescents and Young Adults. Child & Youth Services 2024;45(1):116 View
  104. Zheng S, Edney S, Mair J, Kowatsch T, Castro O, Salamanca-Sanabria A, Müller‐Riemenschneider F. Holistic mHealth interventions for the promotion of healthy ageing: protocol for a systematic review. BMJ Open 2023;13(5):e066662 View
  105. Abdul Rahman H, Kwicklis M, Ottom M, Amornsriwatanakul A, H. Abdul-Mumin K, Rosenberg M, Dinov I. Machine Learning-Based Prediction of Mental Well-Being Using Health Behavior Data from University Students. Bioengineering 2023;10(5):575 View
  106. Li X, Zhang M. How digital health technologies promote healthy life in the Post-COVID-19 Era: evidences from national survey on Chinese adolescents and youngsters. Frontiers in Public Health 2023;11 View
  107. 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
  108. Jung M, Lee S, Lee J, Park Y, Chung H, Min Y, Park H, Lee M, Chung S, Son B, Ahn S, Chung I. The Impact of a Mobile Support Group on Distress and Physical Activity in Breast Cancer Survivors: Randomized, Parallel-Group, Open-Label, Controlled Trial. Journal of Medical Internet Research 2023;25:e47158 View
  109. Friberg-Felsted K, Caserta M. Essentials to Improve the Effectiveness of Healthy Aging Programming: Consideration of Social Determinants and Utilization of a Theoretical Model. International Journal of Environmental Research and Public Health 2023;20(15):6491 View
  110. Frazier M, Balis L, Armbruster S, Estabrooks P, Harden S. Adaptations to a statewide walking program: Use of iterative feedback cycles between research and delivery systems improves fit for over 10 years. Translational Behavioral Medicine 2024;14(1):45 View
  111. Nagino K, Sung J, Midorikawa-Inomata A, Eguchi A, Fujimoto K, Okumura Y, Miura M, Yee A, Hurramhon S, Fujio K, Akasaki Y, Hirosawa K, Huang T, Ohno M, Morooka Y, Zou X, Kobayashi H, Inomata T. Clinical Utility of Smartphone Applications in Ophthalmology. Ophthalmology Science 2024;4(1):100342 View
  112. Liekefett L, Rumpf H, Bischof G. Akzeptanz und Nutzermotivation einer Digitalen Alkohol Nachsorge App (DANA) bei Rehabilitand:innen mit Alkoholgebrauchsstörungen. Suchttherapie 2023;24(03):144 View
  113. Almeida A, Ribeiro P, Rocha D, Castro L, Hermsdorff H. Ferramentas para promoção e avaliação da alimentação adequada e saudável desenvolvidas no Brasil: uma revisão de escopo. Ciência & Saúde Coletiva 2023;28(11):3231 View
  114. Raber M, Vazquez M, Khan S, Myneni S, Thompson D. Modern Home Cooking Practices, the Role of New Media, and Implications for Culinary Medicine: A Qualitative Study Among Mothers With Low Income. American Journal of Lifestyle Medicine 2023 View
  115. Lin X, Martinengo L, Jabir A, Ho A, Car J, Atun R, Tudor Car L. Scope, Characteristics, Behavior Change Techniques, and Quality of Conversational Agents for Mental Health and Well-Being: Systematic Assessment of Apps. Journal of Medical Internet Research 2023;25:e45984 View
  116. Eguchi A, Kawamura Y, Kawashima T, Ghaznavi C, Ishimura K, Kohsaka S, Matsuo S, Mizuno S, Sasaki Y, Takahashi A, Tanoue Y, Yoneoka D, Miyata H, Nomura S. The Efficacy of an mHealth App in Facilitating Weight Loss Among Japanese Fitness Center Members: Regression Analysis Study. JMIR Formative Research 2023;7:e48435 View
  117. Almeida A, Ribeiro P, Rocha D, Castro L, Hermsdorff H. Tools developed in Brazil for the promotion and assessment of adequate and healthy eating habits: A scoping review. Ciência & Saúde Coletiva 2023;28(11):3231 View
  118. Watanabe K, Okusa S, Sato M, Miura H, Morimoto M, Tsutsumi A. mHealth Intervention to Promote Physical Activity Among Employees Using a Deep Learning Model for Passive Monitoring of Depression and Anxiety: Single-Arm Feasibility Trial. JMIR Formative Research 2023;7:e51334 View
  119. LeBlanc M, LeBlanc T, Yang Q, McLaughlin J, Irish K, Smith S. A Mobile App to Support Self-Management in Patients with Multiple Myeloma or Chronic Lymphocytic Leukemia: Pilot Randomized Controlled Trial. JMIR Cancer 2023;9:e44533 View
  120. Lunde P, Skoglund G, Olsen C, Hilde G, Bong W, Nilsson B. Think Aloud Testing of a Smartphone App for Lifestyle Change Among Persons at Risk of Type 2 Diabetes: Usability Study. JMIR Human Factors 2023;10:e48950 View
  121. Bertholet N, Schmutz E, Studer J, Adam A, Gmel G, Cunningham J, McNeely J, Daeppen J. Effect of a smartphone intervention as a secondary prevention for use among university students with unhealthy alcohol use: randomised controlled trial. BMJ 2023:e073713 View
  122. Hietbrink E, Oude Nijeweme-d’Hollosy W, Middelweerd A, Konijnendijk A, Schrijver L, ten Voorde A, Fokkema E, Laverman G, Vollenbroek-Hutten M. A Digital Coach (E-Supporter 1.0) to Support Physical Activity and a Healthy Diet in People With Type 2 Diabetes: Acceptability and Limited Efficacy Testing. JMIR Formative Research 2023;7:e45294 View
  123. Marin-Farrona M, Wipfli B, Thosar S, García-Unanue J, Gallardo L, Felipe J, López-Fernández J. UCLMuevete: Increasing the amount of physical activity, work-ability, and cardiorespiratory fitness capacity in university workers through active breaks. Work 2024;77(1):263 View
  124. Mair J, Salamanca-Sanabria A, Augsburger M, Frese B, Abend S, Jakob R, Kowatsch T, Haug S. Effective Behavior Change Techniques in Digital Health Interventions for the Prevention or Management of Noncommunicable Diseases: An Umbrella Review. Annals of Behavioral Medicine 2023;57(10):817 View
  125. Scherenberg V. Psychische Gesundheit via Mood-Tracking?. Public Health Forum 2023;31(3):234 View
  126. Mahmoodi Kahriz B, Snuggs S, Sah A, Clot S, Lamport D, Forrest J, Helme-Guizon A, Wilhelm M, Caldara C, Anin C, Vogt J. Unveiling Consumer Preferences and Intentions for Cocreated Features of a Combined Diet and Physical Activity App: Cross-Sectional Study in 4 European Countries. JMIR Human Factors 2023;10:e44993 View
  127. 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
  128. Fujio K, Nagino K, Huang T, Sung J, Akasaki Y, Okumura Y, Midorikawa-Inomata A, Fujimoto K, Eguchi A, Miura M, Hurramhon S, Yee A, Hirosawa K, Ohno M, Morooka Y, Murakami A, Kobayashi H, Inomata T. Clinical utility of maximum blink interval measured by smartphone application DryEyeRhythm to support dry eye disease diagnosis. Scientific Reports 2023;13(1) View
  129. Albornoz-Guerrero J, Barceló O, García-Merino S, García-Pérez-de-Sevilla G, Cigarroa I, Zapata-Lamana R. Protocol Study: Resistance Training Program, Nutritional, Sleep, and Screen Use Recommendations in Schoolchildren from Educational Centers in the Extreme South of Chile. Methods and Protocols 2023;6(5):74 View
  130. Boedt T, Dancet E, De Neubourg D, Vereeck S, Jan S, Van der Gucht K, Van Calster B, Spiessens C, Lie Fong S, Matthys C. A blended preconception lifestyle programme for couples undergoing IVF: lessons learned from a multicentre randomized controlled trial. Human Reproduction Open 2023;2023(4) View
  131. Mota J, Lopes L, Trottier C, Johnson S, Lieffers J, Prado C. A Randomized Controlled Trial of the Effects of a Web-Based Intervention on Perceived Stress and Diet Quality Among First-Year University Students. Telemedicine Reports 2023;4(1):327 View
  132. 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
  133. Berbeka J, Borodako K, Rudnicki M, Łapczyński M. The role of mobile fitness applications in student leisure activities. Journal of Leisure Research 2023;54(5):519 View
  134. Beckie T, Sengupta A, Dey A, Dutta K, Ji M, Chellappan S. A Mobile Health Behavior Change Intervention for Women With Coronary Heart Disease. Journal of Cardiopulmonary Rehabilitation and Prevention 2024;44(1):40 View
  135. Mishra S, Dempsey W, Klasnja P. A Text Messaging Intervention for Priming the Affective Rewards of Exercise in Adults: Protocol for a Microrandomized Trial. JMIR Research Protocols 2023;12:e46560 View
  136. Milne-Ives M, Homer S, Andrade J, Meinert E. Potential associations between behavior change techniques and engagement with mobile health apps: a systematic review. Frontiers in Psychology 2023;14 View
  137. Pedersen K, Schlichter B. Improving Predictability and Effectiveness in Preventive Digital Health Interventions: Scoping Review. Interactive Journal of Medical Research 2023;12:e40205 View
  138. Bonn S, Hult M, Spetz K, Eke H, Andersson E, Wirén M, Löf M, Trolle Lagerros Y. Effect of a Smartphone Application on Physical Activity and Weight Loss After Bariatric Surgery—Results from a Randomized Controlled Trial. Obesity Surgery 2023;33(9):2841 View
  139. Erande P, Ray Mohanty I, Rai S. Development and user acceptability testing of healthy heart mobile application – a tool for cardiovascular risk modification among patients with type 2 diabetes mellitus. Journal of Basic and Clinical Physiology and Pharmacology 2023;34(6):773 View
  140. da Costa L, Aguilar G, dos Santos L, Lemos Costa W, de Castro Barros Donato D, Foresto F, Bollela V, de Oliveira A. My Quarantine Diary: A Tool for Self-care and Learning about COVID-19. Coronaviruses 2023;4(2) View
  141. Liu C, Wang W, Gao G, Agarwal R. The Value of Virtual Engagement: Evidence from a Running Platform. Management Science 2023 View
  142. Grayek E, Krishnamurti T, Hu L, Babich O, Warren K, Fischhoff B. Collection and Analysis of Adherence Information for Software as a Medical Device Clinical Trials: Systematic Review. JMIR mHealth and uHealth 2023;11:e46237 View
  143. Rogers I, Grice-Jackson T, Ford E, Howat J, Salimkumar R, Frere-Smith K, O’Connor N, Bastiaens H, van Marwijk H, Ayatollahi H. The Healthy Hearts Project: Development and evaluation of a website for cardiovascular risk assessment and visualisation and self-management through healthy lifestyle goal-setting. PLOS Digital Health 2023;2(11):e0000395 View
  144. Shay A. Telehealth in CNS Education. Clinical Nurse Specialist 2024;38(1):53 View
  145. Hyży A, Jaworski M, Cieślak I, Gotlib-Małkowska J, Panczyk M. Improving Eating Habits at the Office: An Umbrella Review of Nutritional Interventions. Nutrients 2023;15(24):5072 View
  146. Sedotto R, Edwards A, Dulin P, King D. Engagement with mHealth Alcohol Interventions: User Perspectives on an App or Chatbot-Delivered Program to Reduce Drinking. Healthcare 2024;12(1):101 View
  147. Sañudo B, Sanchez-Trigo H, Domínguez R, Flores-Aguilar G, Sánchez-Oliver A, Moral J, Oviedo-Caro M. A randomized controlled mHealth trial that evaluates social comparison-oriented gamification to improve physical activity, sleep quantity, and quality of life in young adults. Psychology of Sport and Exercise 2024;72:102590 View
  148. Seid A, Fufa D, Bitew Z. The use of internet-based smartphone apps consistently improved consumers' healthy eating behaviors: a systematic review of randomized controlled trials. Frontiers in Digital Health 2024;6 View
  149. Zhu D, Al Mahmud A, Liu W. Examining behaviour change techniques (BCTs) in technology-based interventions for enhancing social participation in people with mild cognitive impairment (MCI) or dementia: a scoping review protocol. BMJ Open 2024;14(2):e078188 View
  150. Ju Q, Xiao H, Peng H, Gan Y. How to Improve People’s Intentions Regarding COVID-19 Vaccination in China: A Randomized Controlled Trial. International Journal of Behavioral Medicine 2024 View
  151. Schweitzer R, Schlögl S, Schweitzer M. Technology-Supported Behavior Change—Applying Design Thinking to mHealth Application Development. European Journal of Investigation in Health, Psychology and Education 2024;14(3):584 View
  152. WATANABE K. Promoting Physical Activity Among Workers for Better Mental Health: An mHealth Intervention With Deep Learning. Journal of UOEH 2024;46(1):119 View
  153. Liu Z, Liao Y, Hwang C, Rethorst C, Zhang X. Associations of online health information seeking with health behaviors of cancer survivors. DIGITAL HEALTH 2024;10 View
  154. Cruz-Cobo C, Bernal-Jiménez M, Calle-Pérez G, Gheorghe L, Gutiérrez-Barrios A, Cañadas-Pruaño D, Rodríguez-Martín A, Tur J, Vázquez-García R, Santi-Cano M. Impact of mHealth application on adherence to cardiac rehabilitation guidelines after a coronary event: Randomised controlled clinical trial protocol. DIGITAL HEALTH 2024;10 View
  155. McKay F, Chan L, Cerio R, Rickards S, Hastings P, Reakes K, O'Brien T, Dunn M. Assessing the Quality and Behavior Change Potential of Vaping Cessation Apps: Systematic Search and Assessment. JMIR mHealth and uHealth 2024;12:e55177 View
  156. Milne-Ives M, Rahman E, Bradwell H, Baines R, Boey T, Potter A, Lawrence W, Helena van Velthoven M, Meinert E, Ayatollahi H. Barriers and facilitators to parents’ engagement with and perceived impact of a childhood obesity app: A mixed-methods study. PLOS Digital Health 2024;3(3):e0000481 View
  157. Tarricone R, Petracca F, Svae L, Cucciniello M, Ciani O. Which behaviour change techniques work best for diabetes self-management mobile apps? Results from a systematic review and meta-analysis of randomised controlled trials. eBioMedicine 2024;103:105091 View
  158. Zeng H, Miao C, Wang R, Zhao W, Wang W, Liu Y, Wei S, Liu A, Jia H, Li G, Zhou J, Chen X, Tian Q. Influence of comorbidity of chronic diseases on basic activities of daily living among older adults in China: a propensity score-matched study. Frontiers in Public Health 2024;12 View
  159. Chen Y, Woodward J, Shankar M, Bista D, Ugwoaba U, Brockmann A, Ross K, Ruiz J, Anthony L. MyTrack+: Human-centered design of an mHealth app to support long-term weight loss maintenance. Frontiers in Digital Health 2024;6 View
  160. Barati Sedeh Z, Mohammadian Behnami M, Nakhaee N. Couple Relationship Education Through mHealth: A Two-Year Follow-Up Quasi-Experimental Study. The American Journal of Family Therapy 2024:1 View
  161. Ghali H, El Hraiech A, Ben Souda H, Karray M, Pavy B, Zedini C, Çalık E. Therapeutic education of patients with coronary heart disease: Impact of digital platform monitoring in preventing major cardiovascular events in Tunisia: Study protocol. PLOS ONE 2024;19(4):e0300250 View
  162. Lam L, Lam M. A Web-Based and Mobile Intervention Program Using a Spaced Education Approach for Workplace Mental Health Literacy: Cluster Randomized Controlled Trial. JMIR Mental Health 2024;11:e51791 View
  163. Tong L, Li Y, Liu Y, Zheng M, Fu G, Au M. Social determinants of health and their relation to suboptimal health status in the context of 3PM: a latent profile analysis. EPMA Journal 2024;15(2):221 View
  164. Peleg M, Veggiotti N, Sacchi L, Wilk S. How can we reward you? A compliance and reward ontology (CaRO) for eliciting quantitative reward rules for engagement in mHealth app and healthy behaviors. Journal of Biomedical Informatics 2024;154:104655 View
  165. Fosgaard T, Pizzo A, Sadoff S. Do People Respond to the Climate Impact of their Behavior? The Effect of Carbon Footprint Information on Grocery Purchases. Environmental and Resource Economics 2024;87(7):1847 View
  166. McNulty C, Holland J, McDonald C, McGee M. The impact of an AI-driven personal health platform on cardiovascular disease risk. Smart Health 2024;33:100499 View
  167. Nguyen A, Yu F, Park L, Fukuoka Y, Wong C, Gildengorin G, Nguyen T, Tsoh J, Jih J. An App-Based Physical Activity Intervention in Community-Dwelling Chinese-, Tagalog-, and Vietnamese-Speaking Americans: Single-Arm Intervention Study. JMIR Formative Research 2024;8:e56373 View
  168. Löthberg M, Wirström E, Meyer J, Girdler S, Bölte S, Jonsson U. ‘If I Don’t Have My Support Worker in the Room…’: A Multi-perspective Mixed Methods Study of Remote Daily Living Support for Neurodivergent Young Adults. Journal of Autism and Developmental Disorders 2024 View
  169. Agyei E, Ekpezu A, Oinas-Kukkonen H. Persuasive Systems Design Trends in Coronary Heart Disease Management: Scoping Review of Randomized Controlled Trials. JMIR Cardio 2024;8:e49515 View
  170. Park N, Jang S. Effects of mHealth Practice Patterns on Improving Metabolic Syndrome Using the Information–Motivation–Behavioral Skills Model. Nutrients 2024;16(13):2099 View
  171. Qin Z, Ng S, Wu W, Zhang S. What Chinese Women Seek in Mental Health Apps: Insights from Analyzing Xiaohongshu User Posts during the COVID-19 Pandemic. Healthcare 2024;12(13):1297 View
  172. Erande P, Ray Mohanty I, Rai S. User Acceptability Testing of Mobile Application in Indian Local Languages for Cardiovascular Risk Stratification and Modification among Patients with Type 2 Diabetes. International Journal of Innovative Science and Research Technology (IJISRT) 2024:1934 View
  173. Zheng X, Li W. Association between fitness technology use and physical activity mediated by communication behaviors on social media. DIGITAL HEALTH 2024;10 View
  174. Coll F, Grigoletto I, Cavalheri V, Smith J, Claxton S, Wulff S, Hill K. Exploring Smartphone App Use in Older Adults with a Chronic Respiratory Disease: The biggest Problem I have Is I Don’t Understand My Phone At All. Respiration 2024:1 View

Books/Policy Documents

  1. Ofori M, El-Gayar O. Optimizing Health Monitoring Systems With Wireless Technology. View
  2. Ulmer T, Baldauf M. Human-Computer Interaction. User Experience and Behavior. View
  3. Carlier S, Braun M, De Paepe A, Crombez G, De Backere F, De Turck F. Pervasive Computing Technologies for Healthcare. View
  4. Keshavjee K, Johnston-Jewell D, Lee B, Kyba R. Smart and Pervasive Healthcare. View
  5. Sim I, Sirota M. Intelligent Systems in Medicine and Health. View
  6. Avignon A. Les Obésités. View
  7. Lloyd N, Khuman A. Artificial Intelligence in Healthcare. View
  8. Miranda R. Handbook of Evidence-Based Day Treatment Programs for Children and Adolescents. View
  9. Lippke S. Digitale Gesundheitsinterventionen. View
  10. Vinogradov M, Chang M, Lin F, Yan Y. ICT for Health, Accessibility and Wellbeing. View