Published on in Vol 21, No 3 (2019): March

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/12053, first published .
Can Smartphone Apps Increase Physical Activity? Systematic Review and Meta-Analysis

Can Smartphone Apps Increase Physical Activity? Systematic Review and Meta-Analysis

Can Smartphone Apps Increase Physical Activity? Systematic Review and Meta-Analysis

Journals

  1. Harzheim E, de Almeida Faller L, D’Avila O, Matturro L, Pedebôs L. Physical activity: a (mobile) call to action. BMJ 2020:m316 View
  2. Gonze B, Padovani R, Simoes M, Lauria V, Proença N, Sperandio E, Ostolin T, Gomes G, Castro P, Romiti M, Gagliardi A, Arantes R, Dourado V. Use of a Smartphone App to Increase Physical Activity Levels in Insufficiently Active Adults: Feasibility Sequential Multiple Assignment Randomized Trial (SMART). JMIR Research Protocols 2020;9(10):e14322 View
  3. Wibowo R, Kelly P, Baker G. The effect of smartphone application interventions on physical activity level among university/college students: a systematic review protocol. Physical Therapy Reviews 2020;25(2):135 View
  4. Aromatario O, Van Hoye A, Vuillemin A, Foucaut A, Crozet C, Pommier J, Cambon L. How do mobile health applications support behaviour changes? A scoping review of mobile health applications relating to physical activity and eating behaviours. Public Health 2019;175:8 View
  5. Moon S, Hwang J, Hill H, Kervin R, Birtwell K, Torous J, McDougle C, Kim J. Mobile device applications and treatment of autism spectrum disorder: a systematic review and meta-analysis of effectiveness. Archives of Disease in Childhood 2020;105(5):458 View
  6. Broers E, Widdershoven J, Denollet J, Lodder P, Kop W, Wetzels M, Ayoola I, Piera-Jimenez J, Habibović M. Personalized eHealth Program for Life-style Change: Results From the “Do Cardiac Health Advanced New Generated Ecosystem (Do CHANGE 2)” Randomized Controlled Trial. Psychosomatic Medicine 2020;82(4):409 View
  7. Spelt H, Tsiampalis T, Karnaki P, Kouvari M, Zota D, Linos A, Westerink J. Lifestyle E-Coaching for Physical Activity Level Improvement: Short-Term and Long-Term Effectivity in Low Socioeconomic Status Groups. International Journal of Environmental Research and Public Health 2019;16(22):4427 View
  8. Edney S, Ryan J, Olds T, Monroe C, Fraysse F, Vandelanotte C, Plotnikoff R, Curtis R, Maher C. User Engagement and Attrition in an App-Based Physical Activity Intervention: Secondary Analysis of a Randomized Controlled Trial. Journal of Medical Internet Research 2019;21(11):e14645 View
  9. Kramer J, Künzler F, Mishra V, Smith S, Kotz D, Scholz U, Fleisch E, Kowatsch T. Which Components of a Smartphone Walking App Help Users to Reach Personalized Step Goals? Results From an Optimization Trial. Annals of Behavioral Medicine 2020;54(7):518 View
  10. Petersen J, Prichard I, Kemps E. A Comparison of Physical Activity Mobile Apps With and Without Existing Web-Based Social Networking Platforms: Systematic Review. Journal of Medical Internet Research 2019;21(8):e12687 View
  11. Tark R, Metelitsa M, Akkermann K, Saks K, Mikkel S, Haljas K. Usability, Acceptability, Feasibility, and Effectiveness of a Gamified Mobile Health Intervention (Triumf) for Pediatric Patients: Qualitative Study. JMIR Serious Games 2019;7(3):e13776 View
  12. Yang X, Ma L, Zhao X, Kankanhalli A. Factors influencing user’s adherence to physical activity applications: A scoping literature review and future directions. International Journal of Medical Informatics 2020;134:104039 View
  13. Holzmann S, Holzapfel C. A Scientific Overview of Smartphone Applications and Electronic Devices for Weight Management in Adults. Journal of Personalized Medicine 2019;9(2):31 View
  14. Mitchell M, Lau E, White L, Faulkner G. Commercial app use linked with sustained physical activity in two Canadian provinces: a 12-month quasi-experimental study. International Journal of Behavioral Nutrition and Physical Activity 2020;17(1) View
  15. Arigo D, Brown M, Pasko K, Suls J. Social Comparison Features in Physical Activity Promotion Apps: Scoping Meta-Review. Journal of Medical Internet Research 2020;22(3):e15642 View
  16. Ding E, Ensom E, Hafer N, Buchholz B, Picard M, Dunlap D, Rogers E, Lawton C, Koren A, Lilly C, Fitzgibbons T, McManus D. Point-of-care technologies in heart, lung, blood and sleep disorders from the Center for Advancing Point-of-Care Technologies. Current Opinion in Biomedical Engineering 2019;11:58 View
  17. Steinmetz M, Rammos C, Rassaf T, Lortz J. Digital interventions in the treatment of cardiovascular risk factors and atherosclerotic vascular disease. IJC Heart & Vasculature 2020;26:100470 View
  18. Patel M, Small D, Harrison J, Fortunato M, Oon A, Rareshide C, Reh G, Szwartz G, Guszcza J, Steier D, Kalra P, Hilbert V. Effectiveness of Behaviorally Designed Gamification Interventions With Social Incentives for Increasing Physical Activity Among Overweight and Obese Adults Across the United States. JAMA Internal Medicine 2019;179(12):1624 View
  19. Nurmi J, Knittle K, Ginchev T, Khattak F, Helf C, Zwickl P, Castellano-Tejedor C, Lusilla-Palacios P, Costa-Requena J, Ravaja N, Haukkala A. Engaging Users in the Behavior Change Process With Digitalized Motivational Interviewing and Gamification: Development and Feasibility Testing of the Precious App. JMIR mHealth and uHealth 2020;8(1):e12884 View
  20. Fischer T, Stumpf P, Reinhardt G, Schwarz P, Timpel P. Video-based smartphone app (‘VIDEA bewegt’) for physical activity support in German adults: a study protocol for a single-armed observational study. BMJ Open 2020;10(3):e034027 View
  21. Lunde P, Bye A, Bergland A, Nilsson B. Effects of individualized follow-up with a smartphone-application after cardiac rehabilitation: protocol of a randomized controlled trial. BMC Sports Science, Medicine and Rehabilitation 2019;11(1) View
  22. Sohaib Aslam A, van Luenen S, Aslam S, van Bodegom D, Chavannes N. A systematic review on the use of mHealth to increase physical activity in older people. Clinical eHealth 2020;3:31 View
  23. 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
  24. Ek A, Alexandrou C, Söderström E, Bergman P, Delisle Nyström C, Direito A, Eriksson U, Henriksson P, Maddison R, Trolle Lagerros Y, Bendtsen M, Löf M. Effectiveness of a 3-Month Mobile Phone–Based Behavior Change Program on Active Transportation and Physical Activity in Adults: Randomized Controlled Trial. JMIR mHealth and uHealth 2020;8(6):e18531 View
  25. Damschroder L, Buis L, McCant F, Kim H, Evans R, Oddone E, Bastian L, Hooks G, Kadri R, White-Clark C, Richardson C, Gierisch J. Effect of Adding Telephone-Based Brief Coaching to an mHealth App (Stay Strong) for Promoting Physical Activity Among Veterans: Randomized Controlled Trial. Journal of Medical Internet Research 2020;22(8):e19216 View
  26. Pallejà-Millán M, Rey-Reñones C, Barrera Uriarte M, Granado-Font E, Basora J, Flores-Mateo G, Duch J. Evaluation of the Tobbstop Mobile App for Smoking Cessation: Cluster Randomized Controlled Clinical Trial. JMIR mHealth and uHealth 2020;8(6):e15951 View
  27. Ng K, Kokko S, Tammelin T, Kallio J, Belton S, O'Brien W, Murphy M, Powell C, Woods C. Clusters of Adolescent Physical Activity Tracker Patterns and Their Associations With Physical Activity Behaviors in Finland and Ireland: Cross-Sectional Study. Journal of Medical Internet Research 2020;22(9):e18509 View
  28. Yang Y, Koenigstorfer J. Determinants of physical activity maintenance during the Covid-19 pandemic: a focus on fitness apps. Translational Behavioral Medicine 2020;10(4):835 View
  29. Young S. The Adaptive Behavioral Components (ABC) Model for Planning Longitudinal Behavioral Technology-Based Health Interventions: A Theoretical Framework. Journal of Medical Internet Research 2020;22(6):e15563 View
  30. Schootemeijer S, van der Kolk N, Ellis T, Mirelman A, Nieuwboer A, Nieuwhof F, Schwarzschild M, de Vries N, Bloem B. Barriers and Motivators to Engage in Exercise for Persons with Parkinson’s Disease. Journal of Parkinson's Disease 2020;10(4):1293 View
  31. Busch L, Utesch T, Bürkner P, Strauss B. The Influence of Fitness-App Usage on Psychological Well-Being and Body Awareness—A Daily Diary Randomized Trial. Journal of Sport and Exercise Psychology 2020;42(3):249 View
  32. Stuber J, Mackenbach J, de Boer F, de Bruijn G, Gillebaart M, Harbers M, Hoenink J, Klein M, Middel C, van der Schouw Y, Schuitmaker-Warnaar T, Velema E, Vos A, Waterlander W, Lakerveld J, Beulens J. Reducing cardiometabolic risk in adults with a low socioeconomic position: protocol of the Supreme Nudge parallel cluster-randomised controlled supermarket trial. Nutrition Journal 2020;19(1) View
  33. Scott T, Lole L, Oorloff A, Aprile K. “It’s about getting the best bang for your buck”: Exploring local councils’ perceptions about providing exercise infrastructure in public parks. Health Promotion Journal of Australia 2021;32(3):483 View
  34. Aguilera A, Figueroa C, Hernandez-Ramos R, Sarkar U, Cemballi A, Gomez-Pathak L, Miramontes J, Yom-Tov E, Chakraborty B, Yan X, Xu J, Modiri A, Aggarwal J, Jay Williams J, Lyles C. mHealth app using machine learning to increase physical activity in diabetes and depression: clinical trial protocol for the DIAMANTE Study. BMJ Open 2020;10(8):e034723 View
  35. Huberty J, Eckert R, Puzia M, Laird B, Larkey L, Mesa R. A Novel Educational Control Group Mobile App for Meditation Interventions: Single-Group Feasibility Trial. JMIR Formative Research 2020;4(7):e19364 View
  36. 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
  37. Schootemeijer S, van der Kolk N, Bloem B, de Vries N. Current Perspectives on Aerobic Exercise in People with Parkinson's Disease. Neurotherapeutics 2020;17(4):1418 View
  38. Kim B, Lee D, Min A, Paik S, Frey G, Bellini S, Han K, Shih P, Lee S. PuzzleWalk: A theory-driven iterative design inquiry of a mobile game for promoting physical activity in adults with autism spectrum disorder. PLOS ONE 2020;15(9):e0237966 View
  39. Berglind D, Yacaman-Mendez D, Lavebratt C, Forsell Y. The Effect of Smartphone Apps Versus Supervised Exercise on Physical Activity, Cardiorespiratory Fitness, and Body Composition Among Individuals With Mild-to-Moderate Mobility Disability: Randomized Controlled Trial. JMIR mHealth and uHealth 2020;8(2):e14615 View
  40. Paganini S, Terhorst Y, Sander L, Catic S, Balci S, Küchler A, Schultchen D, Plaumann K, Sturmbauer S, Krämer L, Lin J, Wurst R, Pryss R, Baumeister H, Messner E. Quality of Physical Activity Apps: Systematic Search in App Stores and Content Analysis. JMIR mHealth and uHealth 2021;9(6):e22587 View
  41. Ghram A, Briki W, Mansoor H, Al-Mohannadi A, Lavie C, Chamari K. Home-based exercise can be beneficial for counteracting sedentary behavior and physical inactivity during the COVID-19 pandemic in older adults. Postgraduate Medicine 2021;133(5):469 View
  42. Muntaner-Mas A, Sanchez-Azanza V, Ortega F, Vidal-Conti J, Borràs P, Cantallops J, Palou P. The effects of a physical activity intervention based on a fatness and fitness smartphone app for University students. Health Informatics Journal 2021;27(1) View
  43. Batsis J, Petersen C, Clark M, Cook S, Kotz D, Gooding T, Roderka M, Al-Nimr R, Pidgeon D, Haedrich A, Wright K, Aquila C, Mackenzie T. Feasibility and acceptability of a technology-based, rural weight management intervention in older adults with obesity. BMC Geriatrics 2021;21(1) View
  44. Lakicevic N, Gentile A, Mehrabi S, Cassar S, Parker K, Roklicer R, Bianco A, Drid P. Make Fitness Fun: Could Novelty Be the Key Determinant for Physical Activity Adherence?. Frontiers in Psychology 2020;11 View
  45. Romeo A, Edney S, Plotnikoff R, Olds T, Vandelanotte C, Ryan J, Curtis R, Maher C. Examining social-cognitive theory constructs as mediators of behaviour change in the active team smartphone physical activity program: a mediation analysis. BMC Public Health 2021;21(1) View
  46. Vinnikova A, Lu L, Wei J, Fang G, Yan J. The Use of Smartphone Fitness Applications: The Role of Self-Efficacy and Self-Regulation. International Journal of Environmental Research and Public Health 2020;17(20):7639 View
  47. Pradal-Cano L, Lozano-Ruiz C, Pereyra-Rodríguez J, Saigí-Rubió F, Bach-Faig A, Esquius L, Medina F, Aguilar-Martínez A. Using Mobile Applications to Increase Physical Activity: A Systematic Review. International Journal of Environmental Research and Public Health 2020;17(21):8238 View
  48. Laranjo L, Ding D, Heleno B, Kocaballi B, Quiroz J, Tong H, Chahwan B, Neves A, Gabarron E, Dao K, Rodrigues D, Neves G, Antunes M, Coiera E, Bates D. Do smartphone applications and activity trackers increase physical activity in adults? Systematic review, meta-analysis and metaregression. British Journal of Sports Medicine 2021;55(8):422 View
  49. Barnett A, Ding H, Hay K, Yang I, Bowman R, Fong K, Marshall H. The effectiveness of smartphone applications to aid smoking cessation: A meta-analysis. Clinical eHealth 2020;3:69 View
  50. D'Addario M, Baretta D, Zanatta F, Greco A, Steca P. Engagement Features in Physical Activity Smartphone Apps: Focus Group Study With Sedentary People. JMIR mHealth and uHealth 2020;8(11):e20460 View
  51. Huberty J, Puzia M, Larkey L, Irwin M, Vranceanu A. Use of the Consumer-Based Meditation App Calm for Sleep Disturbances: Cross-Sectional Survey Study. JMIR Formative Research 2020;4(11):e19508 View
  52. McInnis L, Morehead A. Exercise as a Therapeutic Intervention. Nursing Clinics of North America 2020;55(4):543 View
  53. Krishnaswami A, Beavers C, Dorsch M, Dodson J, Masterson Creber R, Kitsiou S, Goyal P, Maurer M, Wenger N, Croy D, Alexander K, Batsis J, Turakhia M, Forman D, Bernacki G, Kirkpatrick J, Orr N, Peterson E, Rich M, Freeman A, Bhavnani S. Gerotechnology for Older Adults With Cardiovascular Diseases. Journal of the American College of Cardiology 2020;76(22):2650 View
  54. Parker K, Uddin R, Ridgers N, Brown H, Veitch J, Salmon J, Timperio A, Sahlqvist S, Cassar S, Toffoletti K, Maddison R, Arundell L. The Use of Digital Platforms for Adults’ and Adolescents’ Physical Activity During the COVID-19 Pandemic (Our Life at Home): Survey Study. Journal of Medical Internet Research 2021;23(2):e23389 View
  55. Curtis R, Ryan J, Edney S, Maher C. Can Instagram be used to deliver an evidence-based exercise program for young women? A process evaluation. BMC Public Health 2020;20(1) View
  56. He Z, Wu H, Yu F, Fu J, Sun S, Huang T, Wang R, Chen D, Zhao G, Quan M. Effects of Smartphone-Based Interventions on Physical Activity in Children and Adolescents: Systematic Review and Meta-analysis. JMIR mHealth and uHealth 2021;9(2):e22601 View
  57. Nicholas J, Ntoumanis N, Smith B, Quested E, Stamatakis E, Thøgersen-Ntoumani C. Development and feasibility of a mobile phone application designed to support physically inactive employees to increase walking. BMC Medical Informatics and Decision Making 2021;21(1) View
  58. Pearson E, Prapavessis H, Higgins C, Petrella R, White L, Mitchell M. Adding team-based financial incentives to the Carrot Rewards physical activity app increases daily step count on a population scale: a 24-week matched case control study. International Journal of Behavioral Nutrition and Physical Activity 2020;17(1) View
  59. Song X, Hallensleben C, Zhang W, Jiang Z, Shen H, Gobbens R, Kleij R, Chavannes N, Versluis A. Blended Self-Management Interventions to Reduce Disease Burden in Patients With Chronic Obstructive Pulmonary Disease and Asthma: Systematic Review and Meta-analysis. Journal of Medical Internet Research 2021;23(3):e24602 View
  60. Banátová K, Vorlíček M, Rubín L, Pechová J, Salonna F. Opinions of pupils and teachers from Czech secondary schools on the use of modern information and communication technologies within the context of active lifestyle. Tělesná kultura 2021;43(2):51 View
  61. Rubin D, Rich Severin , Arena R, Bond S. Leveraging technology to move more and sit less. Progress in Cardiovascular Diseases 2021;64:55 View
  62. Emmerzaal J, De Brabandere A, Vanrompay Y, Vranken J, Storms V, De Baets L, Corten K, Davis J, Jonkers I, Vanwanseele B, Timmermans A. Towards the Monitoring of Functional Status in a Free-Living Environment for People with Hip or Knee Osteoarthritis: Design and Evaluation of the JOLO Blended Care App. Sensors 2020;20(23):6967 View
  63. Busch L, Utesch T, Strauss B. Normalised step targets in fitness apps affect users’ autonomy need satisfaction, motivation and physical activity – a six-week RCT. International Journal of Sport and Exercise Psychology 2022;20(1):223 View
  64. Lee D. Knowledge Gaps in Mobile Health Research for Promoting Physical Activity in Adults With Autism Spectrum Disorder. Frontiers in Psychology 2021;12 View
  65. Mönninghoff A, Kramer J, Hess A, Ismailova K, Teepe G, Tudor Car L, Müller-Riemenschneider F, Kowatsch T. Long-term Effectiveness of mHealth Physical Activity Interventions: Systematic Review and Meta-analysis of Randomized Controlled Trials. Journal of Medical Internet Research 2021;23(4):e26699 View
  66. 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
  67. Nielsen J, Arvidsen J. Left to Their Own Devices? A Mixed Methods Study Exploring the Impacts of Smartphone Use on Children’s Outdoor Experiences. International Journal of Environmental Research and Public Health 2021;18(6):3115 View
  68. 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
  69. Tonga E, Williamson E, Srikesavan C, Özen T, Sarıtaş F, Lamb S. A hand exercise mobile app for people with rheumatoid arthritis in Turkey: design, development and usability study. Rheumatology International 2021;41(6):1151 View
  70. Tonetto L, Lagerspetz E, Yi Ding A, Ott J, Tarkoma S, Nurmi P. The mobility laws of location-based games. EPJ Data Science 2021;10(1) View
  71. Figueroa C, Vittinghoff E, Aguilera A, Fukuoka Y. Differences in objectively measured daily physical activity patterns related to depressive symptoms in community dwelling women – mPED trial. Preventive Medicine Reports 2021;22:101325 View
  72. Whatnall M, Sharkey T, Hutchesson M, Haslam R, Bezzina A, Collins C, Ashton L. Effectiveness of interventions and behaviour change techniques for improving physical activity in young adults: A systematic review and meta-analysis. Journal of Sports Sciences 2021;39(15):1754 View
  73. Wiemeyer J. Evaluation of mobile applications for fitness training and physical activity in healthy low-trained people - A modular interdisciplinary framework. International Journal of Computer Science in Sport 2019;18(3):12 View
  74. Mclaughlin M, Delaney T, Hall A, Byaruhanga J, Mackie P, Grady A, Reilly K, Campbell E, Sutherland R, Wiggers J, Wolfenden L. Associations Between Digital Health Intervention Engagement, Physical Activity, and Sedentary Behavior: Systematic Review and Meta-analysis. Journal of Medical Internet Research 2021;23(2):e23180 View
  75. Figueroa C, Deliu N, Chakraborty B, Modiri A, Xu J, Aggarwal J, Jay Williams J, Lyles C, Aguilera A. Daily Motivational Text Messages to Promote Physical Activity in University Students: Results From a Microrandomized Trial. Annals of Behavioral Medicine 2022;56(2):212 View
  76. Lee J, Zeng N, Oh Y, Lee D, Gao Z. Effects of Pokémon GO on Physical Activity and Psychological and Social Outcomes: A Systematic Review. Journal of Clinical Medicine 2021;10(9):1860 View
  77. Wolf S, Seiffer B, Zeibig J, Welkerling J, Brokmeier L, Atrott B, Ehring T, Schuch F. Is Physical Activity Associated with Less Depression and Anxiety During the COVID-19 Pandemic? A Rapid Systematic Review. Sports Medicine 2021;51(8):1771 View
  78. Lemola S, Gkiouleka A, Read B, Realo A, Walasek L, Tang N, Elliott M. Can a ‘rewards-for-exercise app’ increase physical activity, subjective well-being and sleep quality? An open-label single-arm trial among university staff with low to moderate physical activity levels. BMC Public Health 2021;21(1) View
  79. Resnick D, Schapira M, Smith J, Bautista A, Xu C, Jones L, Aysola J. Promoting Collaborative Goal Setting for Cancer Prevention Among Primary Care Patients Through mHealth: Mixed Methods Evaluation of a New App. JMIR Formative Research 2021;5(7):e22510 View
  80. Gold N, Yau A, Rigby B, Dyke C, Remfry E, Chadborn T. Effectiveness of Digital Interventions for Reducing Behavioral Risks of Cardiovascular Disease in Nonclinical Adult Populations: Systematic Review of Reviews. Journal of Medical Internet Research 2021;23(5):e19688 View
  81. Kontsevaya A, Mukaneeva D, Myrzamatova A, Okely A, Drapkina O. Changes in physical activity and sleep habits among adults in Russian Federation during COVID-19: a cross-sectional study. BMC Public Health 2021;21(1) View
  82. Mooses K, Taveter K. Agent-Oriented Goal Models in Developing Information Systems Supporting Physical Activity Among Adolescents: Literature Review and Expert Interviews. Journal of Medical Internet Research 2021;23(5):e24810 View
  83. Schoufour J, Tieland M, Barazzoni R, Ben Allouch S, Bie J, Boirie Y, Cruz-Jentoft A, Eglseer D, Topinková E, Visser B, Voortman T, Tsagari A, Weijs P. The Relevance of Diet, Physical Activity, Exercise, and Persuasive Technology in the Prevention and Treatment of Sarcopenic Obesity in Older Adults. Frontiers in Nutrition 2021;8 View
  84. Druică E, Ianole-Călin R, Sakizlian M, Aducovschi D, Dumitrescu R, Sakizlian R. Testing the Youth Physical Activity Promotion Model during the COVID-19 Pandemic, with Partial Least Squares Second-Order Latent Constructs. International Journal of Environmental Research and Public Health 2021;18(12):6398 View
  85. Elavsky S, Klocek A, Knapova L, Smahelova M, Smahel D, Cimler R, Kuhnova J. Feasibility of Real-time Behavior Monitoring Via Mobile Technology in Czech Adults Aged 50 Years and Above: 12-Week Study With Ecological Momentary Assessment. JMIR Aging 2021;4(4):e15220 View
  86. Hutchesson M, Gough C, Müller A, Short C, Whatnall M, Ahmed M, Pearson N, Yin Z, Ashton L, Maher C, Staiano A, Mauch C, DeSmet A, Vandelanotte C. eHealth interventions targeting nutrition, physical activity, sedentary behavior, or obesity in adults: A scoping review of systematic reviews. Obesity Reviews 2021;22(10) View
  87. 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
  88. Luo T, Aguilera A, Lyles C, Figueroa C. Promoting Physical Activity Through Conversational Agents: Mixed Methods Systematic Review. Journal of Medical Internet Research 2021;23(9):e25486 View
  89. Dao K, De Cocker K, Tong H, Kocaballi A, Chow C, Laranjo L. Smartphone-Delivered Ecological Momentary Interventions Based on Ecological Momentary Assessments to Promote Health Behaviors: Systematic Review and Adapted Checklist for Reporting Ecological Momentary Assessment and Intervention Studies. JMIR mHealth and uHealth 2021;9(11):e22890 View
  90. Mclaughlin M, Duff J, McKenzie T, Campbell E, Sutherland R, Wiggers J, Wolfenden L. Evaluating Digital Program Support for the Physical Activity 4 Everyone (PA4E1) School Program: Mixed Methods Study. JMIR Pediatrics and Parenting 2021;4(3):e26690 View
  91. Hayotte M, Iannelli A, Nègre V, Pradier C, Thérouanne P, Fuch A, Diagana O, Garbarino J, Vuillemin A, Colson S, Chevalier N, d'Arripe-Longueville F. Effects of technology-based physical activity interventions for women after bariatric surgery: study protocol for a three-arm randomised controlled trial. BMJ Open 2021;11(7):e046184 View
  92. Skiba M, Jacobs E, Crane T, Kopp L, Thomson C. Relationship Between Individual Health Beliefs and Fruit and Vegetable Intake and Physical Activity Among Cancer Survivors: Results from the Health Information National Trends Survey. Journal of Adolescent and Young Adult Oncology 2022;11(3):259 View
  93. Emberson M, Lalande A, Wang D, McDonough D, Liu W, Gao Z, Abreu M. Effectiveness of Smartphone-Based Physical Activity Interventions on Individuals’ Health Outcomes: A Systematic Review. BioMed Research International 2021;2021:1 View
  94. Yang Y, Hu H, Koenigstorfer J. Effects of Gamified Smartphone Applications on Physical Activity: A Systematic Review and Meta-Analysis. American Journal of Preventive Medicine 2022;62(4):602 View
  95. Lee D, Frey G, Cothran D, Harezlak J, Shih P. Effects of a Gamified, Behavior Change Technique–Based Mobile App on Increasing Physical Activity and Reducing Anxiety in Adults With Autism Spectrum Disorder: Feasibility Randomized Controlled Trial. JMIR Formative Research 2022;6(7):e35701 View
  96. 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
  97. 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
  98. Weber M, Ziolkowski S, Bootwala A, Bienvenida A, Anand S, Lobelo F. Perceptions of physical activity and technology enabled exercise interventions among people with advanced chronic kidney disease: a qualitative study. BMC Nephrology 2021;22(1) View
  99. Elfghi M, Dunne D, Jones J, Gibson I, Flaherty G, McEvoy J, Sultan S, Jordan F, Tawfick W. Mobile health technologies to improve walking distance in people with intermittent claudication. Cochrane Database of Systematic Reviews 2021;2021(8) View
  100. Lau E, Mitchell M, Faulkner G. Long-term usage of a commercial mHealth app: A “multiple-lives” perspective. Frontiers in Public Health 2022;10 View
  101. Mitchell R, Schuster L, Jin H. Playing alone: can game design elements satisfy user needs in gamified mHealth services?. Health Promotion International 2022;37(2) View
  102. Tong H, Maher C, Parker K, Pham T, Neves A, Riordan B, Chow C, Laranjo L, Quiroz J, König L. The use of mobile apps and fitness trackers to promote healthy behaviors during COVID-19: A cross-sectional survey. PLOS Digital Health 2022;1(8):e0000087 View
  103. Latrille C, Chapel B, Héraud N, Bughin F, Hayot M, Boiché J. An individualized mobile health intervention to promote physical activity in adults with obstructive sleep apnea: An intervention mapping approach. DIGITAL HEALTH 2023;9 View
  104. 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
  105. Kókai L, Ó Ceallaigh D, Wijtzes A, Roeters van Lennep J, Hagger M, Cawley J, Rohde K, van Kippersluis H, Burdorf A. Moving from intention to behaviour: a randomised controlled trial protocol for an app-based physical activity intervention (i2be). BMJ Open 2022;12(1):e053711 View
  106. Estrada-Oliver L, Mercado-Gual N. Physical Education and Apps: The Remote Learning Challenge. Journal of Physical Education, Recreation & Dance 2022;93(6):65 View
  107. Fang P, Shi S, Menhas R, Laar R, Saeed M. Demographic Characteristics and Digital Platforms for Physical Activity Among the Chinese Residents During the COVID-19 Pandemic: A Mediating Analysis. Journal of Multidisciplinary Healthcare 2022;Volume 15:515 View
  108. 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
  109. Bichler C, Niedermeier M, Gufler A, Gálffy M, Sperner-Unterweger B, Kopp M. A case-control study on physical activity preferences, motives, and barriers in patients with psychiatric conditions. Comprehensive Psychiatry 2021;111:152276 View
  110. Rodríguez-González P, Hassan M, Gao Z. Effects of Family-Based Interventions Using Mobile Apps on Youth’s Physical Activity: A Systematic Review. Journal of Clinical Medicine 2022;11(16):4798 View
  111. Montague J, Haith‐Cooper M. A study to assess the feasibility of using a novel digital animation to increase physical activity levels in asylum seeking communities. Health & Social Care in the Community 2022;30(5):1960 View
  112. AlSwayied G, Guo H, Rookes T, Frost R, Hamilton F. Assessing the Acceptability and Effectiveness of Mobile-Based Physical Activity Interventions for Midlife Women During Menopause: Systematic Review of the Literature. JMIR mHealth and uHealth 2022;10(12):e40271 View
  113. D'Amore C, Reid J, Chan M, Fan S, Huang A, Louie J, Tran A, Chauvin S, Beauchamp M. Interventions Including Smart Technology Compared With Face-to-face Physical Activity Interventions in Older Adults: Systematic Review and Meta-analysis. Journal of Medical Internet Research 2022;24(10):e36134 View
  114. Yen H, Jin G, Chiu H. Smartphone app-based interventions targeting physical activity for weight management: A meta-analysis of randomized controlled trials. International Journal of Nursing Studies 2023;137:104384 View
  115. Vetrovsky T, Borowiec A, Juřík R, Wahlich C, Śmigielski W, Steffl M, Tufano J, Drygas W, Stastny P, Harris T, Małek Ł. Do physical activity interventions combining self-monitoring with other components provide an additional benefit compared with self-monitoring alone? A systematic review and meta-analysis. British Journal of Sports Medicine 2022;56(23):1366 View
  116. Gonzalez-Fimbres R. Diferencias de género en uso de aplicaciones móviles de ejercicio en alumnos de Entrenamiento Deportivo. Revista de Ciencias del Ejercicio FOD 2022;17(1) View
  117. Albers N, Hizli B, Scheltinga B, Meijer E, Brinkman W. Setting Physical Activity Goals with a Virtual Coach: Vicarious Experiences, Personalization and Acceptance. Journal of Medical Systems 2023;47(1) View
  118. Gómez P, del Castillo H, Monge C. Improving motor skills in early education: using smartphones on the Brazilian – Bolivian border. Physical Education and Sport Pedagogy 2023;28(6):692 View
  119. Gill P, King K, Flego A. The use of e-& mHealth technology-based interventions to improve modifiable lifestyle risk factors amongst individuals with severe mental illness (SMI): a scoping review. Australian Psychologist 2022;57(5):259 View
  120. Keawtep P, Wichayanrat W, Boripuntakul S, Chattipakorn S, Sungkarat S. Cognitive Benefits of Physical Exercise, Physical–Cognitive Training, and Technology-Based Intervention in Obese Individuals with and without Postmenopausal Condition: A Narrative Review. International Journal of Environmental Research and Public Health 2022;19(20):13364 View
  121. Omoloja A, Vundavalli S. Patient generated health data: Benefits and challenges. Current Problems in Pediatric and Adolescent Health Care 2021;51(11):101103 View
  122. Lee J, Park S, Han D. Factors Associated with Intention of Sustainable Use in Players of the Wii Fit or Smartphone-Based Fitness Applications. International Journal of Human–Computer Interaction 2024;40(4):999 View
  123. Zahrt O, Evans K, Murnane E, Santoro E, Baiocchi M, Landay J, Delp S, Crum A. Effects of Wearable Fitness Trackers and Activity Adequacy Mindsets on Affect, Behavior, and Health: Longitudinal Randomized Controlled Trial. Journal of Medical Internet Research 2023;25:e40529 View
  124. Billek-Sawhney B, Criss M, Galantino M, Sawhney R. Wellness Aging Model Related to Inactivity, Illness, and Injury (WAMI-3): A Tool to Encourage Prevention in Practice. Journal of Geriatric Physical Therapy 2022;45(4):168 View
  125. 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
  126. Mazeas A, Duclos M, Pereira B, Chalabaev A. Evaluating the Effectiveness of Gamification on Physical Activity: Systematic Review and Meta-analysis of Randomized Controlled Trials. Journal of Medical Internet Research 2022;24(1):e26779 View
  127. Chen D, Zhang H, Cui N, Song F, Tang L, Shao J, Wu J, Guo P, Liu N, Wang X, Ye Z. Development of a behavior change intervention to improve physical activity adherence in individuals with metabolic syndrome using the behavior change wheel. BMC Public Health 2022;22(1) View
  128. Domal S, Chandrasekaran B, Palanisamy H. Influence of smartphone-based physical activity intervention on executive functions and cardiometabolic disease risk in obese young adults: a pilot randomised controlled trial. Journal of Diabetes & Metabolic Disorders 2023;22(1):619 View
  129. Fukui K, Suzuki Y, Kaneda K, Kuroda S, Komiya M, Maeda N, Urabe Y. Do “Stay-at-Home Exercise” Videos Induce Behavioral Changes in College Students? A Randomized Controlled Trial. Sustainability 2021;13(21):11600 View
  130. 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
  131. Patterson K, Davey R, Keegan R, Freene N, Bergman P. Smartphone applications for physical activity and sedentary behaviour change in people with cardiovascular disease: A systematic review and meta-analysis. PLOS ONE 2021;16(10):e0258460 View
  132. 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
  133. Bascuñana-Ambrós H, Nadal-Castells M, Ramírez-Mirabal E, Beranuy-Rodriguez M, Pintor-Ojeda A, Perrot-González J. Emerging Concepts and Evidence in Telematics Novel Approaches or Treatments for Spasticity Management After Botulinum Injection. Frontiers in Rehabilitation Sciences 2021;2 View
  134. Kettunen E, Kari T, Frank L. Digital Coaching Motivating Young Elderly People towards Physical Activity. Sustainability 2022;14(13):7718 View
  135. Ehn M, Derneborg M, Revenäs Å, Cicchetti A. User-centered requirements engineering to manage the fuzzy front-end of open innovation in e-health: A study on support systems for seniors’ physical activity. International Journal of Medical Informatics 2021;154:104547 View
  136. Zanaboni P, Manskow U, Sagelv E, Morseth B, Edvardsen A, Aamot I, Nes B, Hastings B, Gagnon M, Antypas K. Digital interventions to promote physical activity among inactive adults: A study protocol for a hybrid type I effectiveness-implementation randomized controlled trial. Frontiers in Public Health 2022;10 View
  137. Reinhardt G, Timpel P, Schwarz P, Harst L. Long-Term Effects of a Video-Based Smartphone App (“VIDEA Bewegt”) to Increase the Physical Activity of German Adults: A Single-Armed Observational Follow-Up Study. Nutrients 2021;13(12):4215 View
  138. Truelove S, Vanderloo L, Tucker P, Di Sebastiano K, Faulkner G. The use of the behaviour change wheel in the development of ParticipACTION’s physical activity app. Preventive Medicine Reports 2020;20:101224 View
  139. Meier N, Nägler T, Wald R, Schmidt A. Purchasing behavior and use of digital sports offers by CrossFit® and weightlifting athletes during the first SARS-CoV-2 lockdown in Germany. BMC Sports Science, Medicine and Rehabilitation 2022;14(1) View
  140. Mayes J, Young H, Blacklock R, Lightfoot C, Chilcot J, Nixon A. Targeted Non-Pharmacological Interventions for People Living with Frailty and Chronic Kidney Disease. Kidney and Dialysis 2022;2(2):245 View
  141. Eppes E, Augustyn M, Gross S, Vernon P, Caulfield L, Paige D. Engagement With and Acceptability of Digital Media Platforms for Use in Improving Health Behaviors Among Vulnerable Families: Systematic Review. Journal of Medical Internet Research 2023;25:e40934 View
  142. 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
  143. Abrantes A, Meshesha L, E Blevins C, Battle C, Lindsay C, Marsh E, Feltus S, Buman M, Agu E, Stein M. A Smartphone Physical Activity App for Patients in Alcohol Treatment: Single-Arm Feasibility Trial. JMIR Formative Research 2022;6(10):e35926 View
  144. Singhal P, Dhaliwal N, Dabas A, Yadav S. Optimizing Internet Use during Adolescence: eHealth Solutions. Annals of the National Academy of Medical Sciences (India) 2022;58:175 View
  145. Ferreira Silva R, Fonseca Terra L, da Silva Valadão Fernandes M, Noll P, de Almeida A, Noll M. Physical Activity and Sedentary Behavior in High School Students: A Quasi Experimental Study via Smartphone during the COVID-19 Pandemic. Children 2023;10(3):479 View
  146. Rondina R, Hong M, Sarma S, Mitchell M. Is it worth it? Cost-effectiveness analysis of a commercial physical activity app. BMC Public Health 2021;21(1) View
  147. Kim B, Lee H. Associations Between Smartphone Use for Physical Activity by South Korean College Students and Behavioral Change Constructs of the Transtheoretical Model. Perceptual and Motor Skills 2022;129(4):1270 View
  148. Hohberg V, Fuchs R, Gerber M, Künzler D, Paganini S, Faude O. Blended Care Interventions to Promote Physical Activity: A Systematic Review of Randomized Controlled Trials. Sports Medicine - Open 2022;8(1) View
  149. Guo J, Chupradit S. Influencing Factors of College Students’ Use of Sports Apps in Mandatory Situations: Based on UTAUT and SDT. BioMed Research International 2022;2022:1 View
  150. Janols R, Sandlund M, Lindgren H, Pettersson B. Older adults as designers of behavior change strategies to increase physical activity—Report of a participatory design process. Frontiers in Public Health 2022;10 View
  151. Gu P, Zhang H, Liang Z, Zhang D. Impact of Public Risk Perception in China on the Intention to Use Sports APPs during COVID-19 Pandemic. International Journal of Environmental Research and Public Health 2022;19(19):11915 View
  152. Zhang M, Wang W, Li M, Sheng H, Zhai Y. Efficacy of Mobile Health Applications to Improve Physical Activity and Sedentary Behavior: A Systematic Review and Meta-Analysis for Physically Inactive Individuals. International Journal of Environmental Research and Public Health 2022;19(8):4905 View
  153. 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
  154. Åkerberg A, Arwald J, Söderlund A, Lindén M. An Approach to a Novel Device Agnostic Model Illustrating the Relative Change in Physical Behavior Over Time to Support Behavioral Change. Journal of Technology in Behavioral Science 2022;7(2):240 View
  155. Grout L, Telfer K, Wilson N, Cleghorn C, Mizdrak A. Prescribing Smartphone Apps for Physical Activity Promotion in Primary Care: Modeling Study of Health Gain and Cost Savings. Journal of Medical Internet Research 2021;23(12):e31702 View
  156. Gómez-Sánchez L, Gómez-Sánchez M, Lugones-Sánchez C, Rodríguez-Sánchez E, Tamayo-Morales O, Gonzalez-Sánchez S, Magallón-Botaya R, Ramirez-Manent J, Recio-Rodriguez J, Agudo-Conde C, García-Ortiz L, Gómez-Marcos M. Long-Term Effectiveness of a Smartphone App and a Smart Band on Arterial Stiffness and Central Hemodynamic Parameters in a Population with Overweight and Obesity (Evident 3 Study): Randomised Controlled Trial. Nutrients 2022;14(22):4758 View
  157. FUKUSHIMA T, TANAKA T, FUKUSHIMA S, WATANABE M, AOKI J, ITO A, INAMOTO Y, KIM S, KAWAI A, FUKUDA T. Improvement in the Physical Function and Quality of Life through Exercise and Physical Activity Intervention Using a Smartphone after Allogeneic Hematopoietic Cell Transplantation: A Case Report. Physical Therapy Research 2022;25(3):162 View
  158. Zheng Y, Li H, Gao K, Gallo P. Developing a Home-Based Body Weight Physical Activity/Exercise Program. ACSM'S Health & Fitness Journal 2022;26(2):20 View
  159. Liu R, Menhas R, Dai J, Saqib Z, Peng X. Fitness Apps, Live Streaming Workout Classes, and Virtual Reality Fitness for Physical Activity During the COVID-19 Lockdown: An Empirical Study. Frontiers in Public Health 2022;10 View
  160. Summers C, Tobin S, Unwin D. Evaluation of the Low Carb Program Digital Intervention for the Self-Management of Type 2 Diabetes and Prediabetes in an NHS England General Practice: Single-Arm Prospective Study. JMIR Diabetes 2021;6(3):e25751 View
  161. Soulé B, Marchant G, Verchère R. Sport and fitness app uses: a review of humanities and social science perspectives. European Journal for Sport and Society 2022;19(2):170 View
  162. Pontin F, Lomax N, Clarke G, Morris M. Characterisation of Temporal Patterns in Step Count Behaviour from Smartphone App Data: An Unsupervised Machine Learning Approach. International Journal of Environmental Research and Public Health 2021;18(21):11476 View
  163. Jansson A, Lubans D, Duncan M, Smith J, Bauman A, Attia J, Plotnikoff R, Komaris D. Validity of muscular fitness self-assessments in the ecofit smartphone application: A correlation study. PLOS ONE 2022;17(12):e0278374 View
  164. Lee O, Park S, Kim Y, So W. Participation in Sports Activities before and after the Outbreak of COVID-19: Analysis of Data from the 2020 Korea National Sports Participation Survey. Healthcare 2022;10(1):122 View
  165. Stavric V, Kayes N, Rashid U, Saywell N. The Effectiveness of Self-Guided Digital Interventions to Improve Physical Activity and Exercise Outcomes for People With Chronic Conditions: A Systematic Review and Meta-Analysis. Frontiers in Rehabilitation Sciences 2022;3 View
  166. Jung J, Cho I. Promoting Physical Activity and Weight Loss With mHealth Interventions Among Workers: Systematic Review and Meta-analysis of Randomized Controlled Trials. JMIR mHealth and uHealth 2022;10(1):e30682 View
  167. Mendoza-Vasconez A, Solis Becerra E, Badii N, Crespo N, Hurst S, Larsen B, Marcus B, Arredondo E. Regular and App-Enhanced Maintenance of Physical Activity among Latinas: A Feasibility Study. Translational Journal of the American College of Sports Medicine 2022;7(1) View
  168. Hohberg V, Kreppke J, Kohl J, Seelig E, Zahner L, Streckmann F, Gerber M, König D, Faude O. Effectiveness of a personal health coaching intervention (diabetescoach) in patients with type 2 diabetes: protocol for an open-label, pragmatic randomised controlled trial. BMJ Open 2022;12(6):e057948 View
  169. Ang G, Edney S, Tan C, Lim N, Tan J, Müller-Riemenschneider F, Chen C. Physical Activity Trends Among Adults in a National Mobile Health Program: A Population-Based Cohort Study of 411,528 Adults. American Journal of Epidemiology 2022 View
  170. Mönninghoff A, Fuchs K, Wu J, Albert J, Mayer S. The Effect of a Future-Self Avatar Mobile Health Intervention (FutureMe) on Physical Activity and Food Purchases: Randomized Controlled Trial. Journal of Medical Internet Research 2022;24(7):e32487 View
  171. Figueroa C, Gomez-Pathak L, Khan I, Williams J, Lyles C, Aguilera A. Ratings and experiences in using a mobile application to increase physical activity among university students: implications for future design. Universal Access in the Information Society 2024;23(2):821 View
  172. Utesch T, Piesch L, Busch L, Strauss B, Geukes K. Self-tracking of daily physical activity using a fitness tracker and the effect of the 10,000 steps goal. German Journal of Exercise and Sport Research 2022;52(2):300 View
  173. Xu L, Li J, Zhang X, Pang Y, Yu T, Lian X, Yu T, Zhu L, Tong Q, Li F. Mobile health-based gamification intervention to increase physical activity participation among patients with coronary heart disease: study protocol of a randomised controlled trial. BMJ Open 2022;12(1):e054623 View
  174. Lin S, Ling R, Rosenthal S. Opening the black box of fitness tracking: understanding the mechanisms of feedback in motivating physical activity among older Singaporeans. Behaviour & Information Technology 2024;43(4):736 View
  175. Maenhout L, Peuters C, Cardon G, Crombez G, DeSmet A, Compernolle S. Nonusage Attrition of Adolescents in an mHealth Promotion Intervention and the Role of Socioeconomic Status: Secondary Analysis of a 2-Arm Cluster-Controlled Trial. JMIR mHealth and uHealth 2022;10(5):e36404 View
  176. Fischer T, Stumpf P, Schwarz P, Timpel P. Video-based smartphone app (‘VIDEA bewegt’) for physical activity support in German adults: a single-armed observational study. BMJ Open 2022;12(1):e052818 View
  177. Lugones-Sanchez C, Recio-Rodriguez J, Agudo-Conde C, Repiso-Gento I, G Adalia E, Ramirez-Manent J, Sanchez-Calavera M, Rodriguez-Sanchez E, Gomez-Marcos M, Garcia-Ortiz L. Long-term Effectiveness of a Smartphone App Combined With a Smart Band on Weight Loss, Physical Activity, and Caloric Intake in a Population With Overweight and Obesity (Evident 3 Study): Randomized Controlled Trial. Journal of Medical Internet Research 2022;24(2):e30416 View
  178. Clifford G, Nguyen T, Shaw C, Newton B, Francis S, Salari M, Evans C, Jones C, Akintobi T, Taylor Jr H. An Open-Source Privacy-Preserving Large-Scale Mobile Framework for Cardiovascular Health Monitoring and Intervention Planning With an Urban African American Population of Young Adults: User-Centered Design Approach. JMIR Formative Research 2022;6(1):e25444 View
  179. Lam C, Milne-Ives M, Harrington R, Jani A, Helena van Velthoven M, Harding T, Meinert E, Mulvaney S. Internet of things–Enabled technologies as an intervention for childhood obesity: A systematic review. PLOS Digital Health 2022;1(4):e0000024 View
  180. KAMADA M, HAYASHI H, SHIBA K, TAGURI M, KONDO N, LEE I, KAWACHI I. Large-Scale Fandom-based Gamification Intervention to Increase Physical Activity: A Quasi-experimental Study. Medicine & Science in Sports & Exercise 2022;54(1):181 View
  181. Lee C, Chung K. A Pilot Study for Testing the Effectiveness and Cost-Efficiency of Lottery Incentive in mHealth App that Promotes Walking. INQUIRY: The Journal of Health Care Organization, Provision, and Financing 2022;59 View
  182. Standen E, Rothman A. Capitalizing on the potential of mobile health applications as behavioral interventions: A research agenda for calorie‐tracking and activity‐tracking applications. Social and Personality Psychology Compass 2023;17(3) View
  183. Saucedo-Araujo R, Huertas-Delgado F, Barranco-Ruiz Y, Pérez-López I, Aznar-Laín S, Chillón P, Herrador-Colmenero M. Testing the Mystic School Mobile Application to Promote Active Commuting to School in Spanish Adolescents: The PACO Study. Children 2022;9(12):1997 View
  184. Mukaneeva D, Kontsevaya A, Antsiferova A, Khalfiev I, Seledtsov A, Stolyarova E, Solovieva A, Popovich M, Drozdova L, Drapkina O. Association of COVID-19 lockdown measures with changes in physical activity of the adult population of Russia. Cardiovascular Therapy and Prevention 2021;20(7):2938 View
  185. Hurmuz M, Jansen-Kosterink S, Hermens H, van Velsen L. Game not over: Explaining older adults’ use and intention to continue using a gamified eHealth service. Health Informatics Journal 2022;28(2) View
  186. Vos A, de Bruijn G, Klein M, Lakerveld J, Boerman S, Smit E. SNapp, a Tailored Smartphone App Intervention to Promote Walking in Adults of Low Socioeconomic Position: Development and Qualitative Pilot Study. JMIR Formative Research 2023;7:e40851 View
  187. Stecher C, Pfisterer B, Harden S, Epstein D, Hirschmann J, Wunsch K, Buman M. Assessing the Pragmatic Nature of Mobile Health Interventions Promoting Physical Activity: Systematic Review and Meta-analysis. JMIR mHealth and uHealth 2023;11:e43162 View
  188. 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
  189. Wei W, Liu H, Cheng B, Qin X, He D, Zhang N, Zhao Y, Cai Q, Shi S, Chu X, Wen Y, Jia Y, Zhang F. Association between electronic device use and health status among a middle-aged and elderly population: a cross-sectional analysis in the UK Biobank. Journal of Public Health 2024;32(6):1039 View
  190. Martyn-Nemeth P, Hayman L. Digital Technology in Cardiovascular Health. Journal of Cardiovascular Nursing 2023 View
  191. Evans H, Scalea J. Impact of Digital Health upon the Surgical Patient Experience. Surgical Clinics of North America 2023;103(2):357 View
  192. Tobin M, Jones T, Ho Y, Short C. Using photovoice to explore young women’s experiences of behaviour change techniques in physical activity mobile apps. International Journal of Behavioral Nutrition and Physical Activity 2023;20(1) View
  193. Li R, Li T, Xie Y, Zhai S, Qu Y, Zhang D, Zou L, Yang Y, Wu X, Tao F, Tao S. Smartphone Use and Inflammation at 2-Year Follow-Up in College Students: The Mediating Role of Physical Activity. Psychology Research and Behavior Management 2023;Volume 16:1509 View
  194. Zhang N, Zhou M, Li M, Ma G. Effects of Smartphone-Based Remote Interventions on Dietary Intake, Physical Activity, Weight Control, and Related Health Benefits Among the Older Population With Overweight and Obesity in China: Randomized Controlled Trial. Journal of Medical Internet Research 2023;25:e41926 View
  195. Silva J, Hipólito N, Machado P, Flora S, Cruz J. Technological features of smartphone apps for physical activity promotion in patients with COPD: A systematic review. Pulmonology 2023 View
  196. Jahre L, Lortz J, Rassaf T, Rammos C, Mallien C, Skoda E, Teufel M, Bäuerle A. Needs and demands for mHealth cardiac health promotion among individuals with cardiac diseases: a patient-centred design approach. European Heart Journal - Digital Health 2023;4(5):393 View
  197. 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
  198. Kettunen E, Kari T, Critchley W, Frank L. Critical experiences with sport and wellness technology digital coach – differences between young adults and young elderly. Behaviour & Information Technology 2024;43(12):3010 View
  199. 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
  200. Yfantidou S, Sermpezis P, Vakali A. 14 Years of Self-Tracking Technology for mHealth—Literature Review: Lessons Learned and the PAST SELF Framework. ACM Transactions on Computing for Healthcare 2023;4(3):1 View
  201. 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
  202. Abdoli N, Sadeghi-Bahmani D, Salari N, Khodamoradi M, Farnia V, Jahangiri S, Brühl A, Dürsteler K, Stanga Z, Brand S. Nomophobia (No Mobile Phone Phobia) and Psychological Health Issues among Young Adult Students. European Journal of Investigation in Health, Psychology and Education 2023;13(9):1762 View
  203. Kyung N, Chan J, Lim S, Lee B. Contextual Targeting in mHealth Apps: Harnessing Weather Information and Message Framing to Increase Physical Activity. Information Systems Research 2024;35(3):1034 View
  204. 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
  205. Huang C, Chou F, Chang C, Guo S. The Associations of Body Mass Index, Body Image, Perceived Stress, and Mental Health among Female Nursing Students: A Cross-Sectional Study in Taiwan. Healthcare 2023;11(17):2426 View
  206. Große J, Huppertz C, Röh A, Oertel V, Andresen S, Schade N, Goerke-Arndt F, Kastinger A, Schoofs N, Thomann P, Henkel K, Malchow B, Plag J, Terziska A, Brand R, Helmig F, Schorb A, Wedekind D, Jockers-Scherübl M, Schneider F, Petzold M, Ströhle A. Step away from depression—results from a multicenter randomized clinical trial with a pedometer intervention during and after inpatient treatment of depression. European Archives of Psychiatry and Clinical Neuroscience 2024;274(3):709 View
  207. 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
  208. Schootemeijer S, de Vries N, Macklin E, Roes K, Joosten H, Omberg L, Ascherio A, Schwarzschild M, Bloem B. The STEPWISE study: study protocol for a smartphone-based exercise solution for people with Parkinson’s Disease (randomized controlled trial). BMC Neurology 2023;23(1) View
  209. 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
  210. Sofro Z, Wibowo R, Wasityastuti W, Kusumadewi A, Utomo P, Ekawati F, Putri R, Aldrin E, Fatmawati J, Chang T, Pratista M, Agustiningsih D. Physical activity virtual intervention for improving mental health among university students during the COVID-19 pandemic: A Co-creation process and evaluation using the Behavior Change Wheel. Heliyon 2023;9(8):e18915 View
  211. Petersen J, Drummond M, Rasheed K, Elliott S, Drummond C, Smith J, Wadham B, Prichard I. Promoting mental health among young males in sporting contexts: A systematic review. Psychology of Sport and Exercise 2024;70:102551 View
  212. Sanders J, Gokal K, Thomas J, Rawstorn J, Sherar L, Maddison R, Greaves C, Esliger D, Daley A. Development of a Mobile Health Snacktivity App to Promote Physical Activity in Inactive Adults (SnackApp): Intervention Mapping and User Testing Study. JMIR Formative Research 2023;7:e41114 View
  213. Nurmi J, Knittle K, Naughton F, Sutton S, Ginchev T, Khattak F, Castellano-Tejedor C, Lusilla-Palacios P, Ravaja N, Haukkala A. Biofeedback and Digitalized Motivational Interviewing to Increase Daily Physical Activity: Series of Factorial N-of-1 Randomized Controlled Trials Piloting the Precious App. JMIR Formative Research 2023;7:e34232 View
  214. Michalsen H, Henriksen A, Pettersen G, Hartvigsen G, Wangberg S, Thrane G, Jahnsen R, Anke A. Using mobile health to encourage physical activity in individuals with intellectual disability: a pilot mixed methods feasibility study. Frontiers in Rehabilitation Sciences 2023;4 View
  215. Supples M, McIlwain J, Snavely A, Powell S, Winslow J, Stopyra J, Mahler S. Workplace Health Promotion Programs Available to Emergency Medical Services Clinicians in North Carolina. Prehospital Emergency Care 2024;28(2):335 View
  216. Hahn S, Kramer-Kostecka E, Hazzard V, Barr-Anderson D, Larson N, Neumark-Sztainer D. Weight-related Self-monitoring App Use Among Emerging Adults is Cross-sectionally Associated With Amount and Type of Physical Activity and Screen Time. INQUIRY: The Journal of Health Care Organization, Provision, and Financing 2023;60 View
  217. Ruin S, Giese M. Experiencing being objectified? A critical investigation of basic pedagogical categories in digital health education. Health Education Journal 2024;83(4):371 View
  218. Chen S, Wu Y, Bushey E, Pescatello L. Evaluation of Exercise Mobile Applications for Adults with Cardiovascular Disease Risk Factors. Journal of Cardiovascular Development and Disease 2023;10(12):477 View
  219. Riedl C, Pauwels K. Video Moves You: Randomized Field Experiment Shows How in-app Videos Increase Exercise. SSRN Electronic Journal 2023 View
  220. Waki K, Tsurutani Y, Waki H, Enomoto S, Kashiwabara K, Fujiwara A, Orime K, Kinguchi S, Yamauchi T, Hirawa N, Tamura K, Terauchi Y, Nangaku M, Ohe K. Efficacy of StepAdd, a Personalized mHealth Intervention Based on Social Cognitive Theory to Increase Physical Activity Among Patients With Type 2 Diabetes Mellitus: Protocol for a Randomized Controlled Trial. JMIR Research Protocols 2024;13:e53514 View
  221. Wurhofer D, Neunteufel J, Strumegger E, Höppchen I, Mayr B, Egger A, Sareban M, Reich B, Neudorfer M, Niebauer J, Smeddinck J, Kulnik S. Investigating shared decision-making during the use of a digital health tool for physical activity planning in cardiac rehabilitation. Frontiers in Digital Health 2024;5 View
  222. 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
  223. Symons M, Vandebosch H, Poels K. Boosts for walking: how humorous messages increase brisk walking among cognitively fatigued individuals. BMC Public Health 2024;24(1) View
  224. Dehainault M, Gaillard O, Ouattara B, Peurois M, Begue C. Physical activity advice given by French general practitioners for low back pain and the role of digital e-health applications: a qualitative study. BMC Primary Care 2024;25(1) View
  225. MacPherson M, Grieve N, Gala B, Braaten K, Jung M. Development of a Small Steps for Big Changes Diabetes Prevention App: Application of the Development Phase of FASTER. Journal of Technology in Behavioral Science 2024 View
  226. Ebert B, Streicher H, Notthoff N. Online exercise during the COVID-19 pandemic and factors promoting or hindering participation in adults: a scoping review. International Journal of Sport and Exercise Psychology 2024:1 View
  227. Elfghi M, Dunne D, Jones J, Gibson I, Flaherty G, McEvoy J, Sultan S, Jordan F, Tawfick W. Mobile health technologies to improve walking distance in people with intermittent claudication. Cochrane Database of Systematic Reviews 2024;2024(2) View
  228. Karimi F, Amoozgar Z, Reiazi R, Hosseinzadeh M, Rawassizadeh R. Longitudinal analysis of heart rate and physical activity collected from smartwatches. CCF Transactions on Pervasive Computing and Interaction 2024;6(1):18 View
  229. Selles W, Santos E, Romero B, Lunardi A. Effectiveness of gamified exercise programs on the level of physical activity in adults with chronic diseases: a systematic review. Disability and Rehabilitation 2024:1 View
  230. Altmannshofer S, Flaucher M, Beierlein M, Eskofier B, Beckmann M, Fasching P, Huebner H. A content-based review of mobile health applications for breast cancer prevention and education: Characteristics, quality and functionality analysis. DIGITAL HEALTH 2024;10 View
  231. Fetherman D, Cebrick-Grossman J. Increasing Employee Physical Activity Using Goal Setting and a Smartphone App. Health Promotion Practice 2024 View
  232. Bonn S, Hummel M, Peveri G, Eke H, Alexandrou C, Bellocco R, Löf M, Trolle Lagerros Y. Effectiveness of a Smartphone App to Promote Physical Activity Among Persons With Type 2 Diabetes: Randomized Controlled Trial. Interactive Journal of Medical Research 2024;13:e53054 View
  233. 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
  234. He Z, Hassan M, Saiz-González P, Ryu S, Wang R, Gao Z, Jaafar Z. Smartphone app-based interventions on physical activity behaviors and psychological correlates in healthy young adults: A systematic review. PLOS ONE 2024;19(4):e0301088 View
  235. Flores Aniotz A, Reyes-Molina D, Cigarroa I, García-Merino S, Rubio Alonso M, Pérez Ruiz M, Zapata-Lamana R. Effect of Physical Exercise Programs Based on Mobile Health and Ecological Momentary Assessment on the Physical and Mental Health, Cognitive Functions, and Social Environment of Adults in Developing Countries: A Systematic Review. Medicina 2024;60(4):578 View
  236. Almutari N, Alqahtani F, Orji R, Chan G. StepsBooster-S: A Culturally Tailored Step-Based Persuasive Application for Promoting Physical Activity. International Journal of Human–Computer Interaction 2024:1 View
  237. Tabira K, Oguma Y, Yoshihara S, Shibuya M, Nakamura M, Doihara N, Hirata A, Manabe T. Digital Peer-Supported App Intervention to Promote Physical Activity Among Community-Dwelling Older Adults: Nonrandomized Controlled Trial. JMIR Aging 2024;7:e56184 View
  238. Jamieson S, DeVivo K, Horn K, Moxley J, Pellegrini C. Effects of Aerobic, Resistance, and Combined ExercisePrograms on Arthritis Related Symptoms. Physical education, sport and health culture in modern society 2024;(1(65)):104 View
  239. Nahum-Shani I, Yoon C. Toward the Science of Engagement With Digital Interventions. Current Directions in Psychological Science 2024;33(4):239 View
  240. Piqueras-Sola B, Cortés-Martín J, Rodríguez-Blanque R, Menor-Rodríguez M, Mellado-García E, Merino Lobato C, Sánchez-García J. Systematic Review on the Impact of Mobile Applications with Augmented Reality to Improve Health. Bioengineering 2024;11(6):622 View
  241. Coppens I, De Pessemier T, Martens L. Exploring the added effect of three recommender system techniques in mobile health interventions for physical activity: a longitudinal randomized controlled trial. User Modeling and User-Adapted Interaction 2024 View
  242. Ang G, Tan C, Lim N, Tan J, Müller-Riemenschneider F, Cook A, Chen C. Hourly step recommendations to achieve daily goals for working and older adults. Communications Medicine 2024;4(1) View
  243. Okamoto M, Saito Y, Nakamura S, Nagasawa M, Shibuya M, Nagasaka G, Narimatsu H. Smartphone-Based Digital Peer Support for a Walking Intervention Among Public Officers in Kanagawa Prefecture: Single-Arm Pre- and Postintervention Evaluation. JMIR Formative Research 2024;8:e53759 View
  244. Shi B, Li G, Wu S, Ge H, Zhang X, Chen S, Pan Y, He Q. Assessing the Effectiveness of eHealth Interventions to Manage Multiple Lifestyle Risk Behaviors Among Older Adults: Systematic Review and Meta-Analysis. Journal of Medical Internet Research 2024;26:e58174 View
  245. Mateo-Orcajada A, Abenza-Cano L, Vaquero-Cristóbal R. Importance of perceived quality and usability of step tracker mobile apps for their use by adolescents. International Journal of Adolescence and Youth 2024;29(1) View
  246. Mazéas A, Forestier C, Harel G, Duclos M, Chalabaev A. The Impact of a Gamified Intervention on Daily Steps in Real-Life Conditions: Retrospective Analysis of 4800 Individuals. Journal of Medical Internet Research 2024;26:e47116 View
  247. Thøgersen-Ntoumani C, Grunseit A, Holtermann A, Steiner S, Tudor-Locke C, Koster A, Johnson N, Maher C, Ahmadi M, Chau J, Stamatakis E. Promoting vigorous intermittent lifestyle physical activity (vilpa) in middle-aged adults: an evaluation of the movsnax mobile app. BMC Public Health 2024;24(1) View
  248. Bushey E, Wu Y, Wright A, Pescatello L. The Influence of Physical Activity and Diet Mobile Apps on Cardiovascular Disease Risk Factors: Meta-Review. Journal of Medical Internet Research 2024;26:e51321 View
  249. Cebrick-Grossman J, Fetherman D. A Workplace Physical Activity Intervention and a Smartphone App for Overweight and Obese Sedentary Women. Workplace Health & Safety 2024;72(10):431 View
  250. Baretta D, Bondaronek P, Direito A, Steca P. Implementation of the goal-setting components in popular physical activity apps: Review and content analysis. DIGITAL HEALTH 2019;5 View
  251. Ang G, Tan C, Teerawattananon Y, Müller-Riemenschneider F, Chen C. A Nationwide Physical Activity Intervention for 654,500 Adults in Singapore: Cost-Utility Analysis. JMIR Public Health and Surveillance 2024;10:e46178 View
  252. Agnes T, Nayak U, Kulakarni M, Maiya G. Physical activity promotion through digital technology among older adults with type 2 diabetes mellitus: A scoping review. Journal of Taibah University Medical Sciences 2024;19(5):1024 View
  253. Lyu L, Abidin N, Zulnaidi H. Exploring female fitness app users’ motivations and perceptions: A qualitative study. Medicine 2024;103(44):e40076 View
  254. Kaneda K, Maeda N, Fukui K, Tashiro T, Komiya M, Urabe Y. Impact of the simultaneous distribution of e-learning and exercise videos on the health literacy and lifestyle of college students during the COVID-19 pandemic: a randomized controlled trial. Journal of Physical Therapy Science 2024;36(11):703 View
  255. Ekpezu A, Wiafe I, Oinas-Kukkonen H. Persuasive software features as antecedents to perceived compliance within physical activity behavior change support systems. Behaviour & Information Technology 2024:1 View
  256. Sanders J, Daley A, Esliger D, Roalfe A, Colda A, Turner J, Hajdu S, Potter A, Humayun A, Spiliotis I, Reckless I, Mytton O. Effectiveness of a digital health and financial incentive intervention to promote physical activity in patients with type 2 diabetes: study protocol for a randomised controlled trial with a nested qualitative study—ACTIVATE trial. Trials 2024;25(1) View
  257. Chen I, Pramukti I, Gan W, Ruckwongpatr K, Pham L, Huang P, Mamun M, Ullah I, Jahrami H, Lin C, Pakpour A. Smartphone Application‐Based Addiction Scale: Psychometric Evidence Across Nine Asian Regions Using Advanced Analytic Methods. Brain and Behavior 2024;14(11) View
  258. Agachi E, Mierau J, van Ittersum K, Bijmolt T. The impact of a lifestyle behaviour change program on healthcare costs: Quasi-experimental real-world evidence from an open-access mobile health app in the Netherlands. Preventive Medicine 2024;189:108174 View

Books/Policy Documents

  1. Sariyska R, Montag C. Digital Phenotyping and Mobile Sensing. View
  2. Kari T, Sell A, Makkonen M, Wallin S, Walden P, Carlsson C, Frank L, Carlsson J. Human Aspects of IT for the Aged Population. Healthy and Active Aging. View
  3. Alizadeh Elizei Z. HCI International 2021 - Posters. View
  4. . Transgenerational Technology and Interactions for the 21st Century: Perspectives and Narratives. View
  5. Sariyska R, Montag C. Digital Phenotyping and Mobile Sensing. View
  6. Branin J. Quantifying Quality of Life. View
  7. Buntrock C, Baumeister H, Ebert D. Digitale Gesundheitsinterventionen. View
  8. Küchler A, Ebert D, Baumeister H. Digitale Gesundheitsinterventionen. View
  9. Miller E, Hanlon R, Lehrer P, Mitchell K, Hancock M. Augmented Cognition. View
  10. Yuasa T, Harada F, Shimakawa H. Proceedings of Eighth International Congress on Information and Communication Technology. View
  11. . Bouger pour la santé !. View
  12. Hyypiö H, Giri S, Oinas-Kukkonen H. Persuasive Technology. View
  13. Düking P, Sperlich B. Sports Technology. View
  14. Bavis M, Wilbur J, Tracy M. Preventive Cardiovascular Nursing. View
  15. Düking P, Sperlich B. Sporttechnologie. View