Published on in Vol 7, No 4 (2019): April

This is a member publication of Elsevier

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/8298, first published .
Effects of Mobile Health Including Wearable Activity Trackers to Increase Physical Activity Outcomes Among Healthy Children and Adolescents: Systematic Review

Effects of Mobile Health Including Wearable Activity Trackers to Increase Physical Activity Outcomes Among Healthy Children and Adolescents: Systematic Review

Effects of Mobile Health Including Wearable Activity Trackers to Increase Physical Activity Outcomes Among Healthy Children and Adolescents: Systematic Review

Journals

  1. Xu H, Li P, Yang Z, Liu X, Wang Z, Yan W, He M, Chu W, She Y, Li Y, Cao D, Yan M, Zhang Z. Construction and Application of a Medical-Grade Wireless Monitoring System for Physiological Signals at General Wards. Journal of Medical Systems 2020;44(10) View
  2. Knight C. Review: Sensor techniques in ruminants: more than fitness trackers. Animal 2020;14:s187 View
  3. Adebesin F, Mwalugha R. The Mediating Role of Organizational Reputation and Trust in the Intention to Use Wearable Health Devices: Cross-Country Study. JMIR mHealth and uHealth 2020;8(6):e16721 View
  4. Lupiáñez-Villanueva F, Folkvord F, Vanden Abeele M. Influence of the Business Revenue, Recommendation, and Provider Models on Mobile Health App Adoption: Three-Country Experimental Vignette Study. JMIR mHealth and uHealth 2020;8(6):e17272 View
  5. Pardamean B, Soeparno H, Budiarto A, Mahesworo B, Baurley J. Quantified Self-Using Consumer Wearable Device: Predicting Physical and Mental Health. Healthcare Informatics Research 2020;26(2):83 View
  6. Schwab M, Brindl N, Studier-Fischer A, Tu T, Gsenger J, Pilgrim M, Friedrich M, Frey P, Achilles C, Leuck A, Bürgel T, Feisst M, Klose C, Tenckhoff S, Dörr-Harim C, Mihaljevic A. Postoperative complications and mobilisation following major abdominal surgery with vs. without fitness tracker-based feedback (EXPELLIARMUS): study protocol for a student-led multicentre randomised controlled trial (CHIR-Net SIGMA study group). Trials 2020;21(1) View
  7. Ringeval M, Wagner G, Denford J, Paré G, Kitsiou S. Fitbit-Based Interventions for Healthy Lifestyle Outcomes: Systematic Review and Meta-Analysis. Journal of Medical Internet Research 2020;22(10):e23954 View
  8. Rauschenberg C, Schick A, Hirjak D, Seidler A, Paetzold I, Apfelbacher C, Riedel-Heller S, Reininghaus U. Evidence Synthesis of Digital Interventions to Mitigate the Negative Impact of the COVID-19 Pandemic on Public Mental Health: Rapid Meta-review. Journal of Medical Internet Research 2021;23(3):e23365 View
  9. Díaz-Quesada G, Puga-González E, Muñoz-Galiano I. Efecto de la utilización de pulseras inteligentes para el incremento de la actividad física en adolescentes de un entorno rural: Estudio Piloto. JUMP 2021;(3):10 View
  10. Rastogi T, Backes A, Schmitz S, Fagherazzi G, van Hees V, Malisoux L. Advanced analytical methods to assess physical activity behaviour using accelerometer raw time series data: a protocol for a scoping review. Systematic Reviews 2020;9(1) View
  11. Fiedler J, Eckert T, Wunsch K, Woll A. Key facets to build up eHealth and mHealth interventions to enhance physical activity, sedentary behavior and nutrition in healthy subjects – an umbrella review. BMC Public Health 2020;20(1) View
  12. Seo M, Kim Y, Jung H, Kim J, Lee J. Does Online Social Connectivity Promote Physical Activity in a Wearable Tracker-Based Intervention? A Pilot Randomized Controlled Study. Sustainability 2020;12(21):8803 View
  13. Zaharieva D, Addala A, Simmons K, Maahs D. Weight Management in Youth with Type 1 Diabetes and Obesity: Challenges and Possible Solutions. Current Obesity Reports 2020;9(4):412 View
  14. Palacios Moya L, Patiño Escobar M, Manco Gómez L. Desplazamiento de la juguetería tradicional como forma de entretenimiento y aprendizaje en menores de 12 años. Revista Virtual Universidad Católica del Norte 2021;(62):215 View
  15. Herron D, Chew-Graham C, Hider S, Machin A, Paskins Z, Cooke K, Desilva E, Jinks C. Acceptability of nurse-led reviews for inflammatory rheumatological conditions: A qualitative study. Journal of Multimorbidity and Comorbidity 2021;11:263355652110024 View
  16. Ridgers N, Timperio A, Ball K, Lai S, Brown H, Macfarlane S, Salmon J. Effect of commercial wearables and digital behaviour change resources on the physical activity of adolescents attending schools in socio-economically disadvantaged areas: the RAW-PA cluster-randomised controlled trial. International Journal of Behavioral Nutrition and Physical Activity 2021;18(1) View
  17. Alizadeh A, Negarandeh R, Bagheri Amiri F, Yazdani Z. The study of Iranian children and adolescents’ physical activity: a systematic review and meta-analysis. International Journal of Adolescent Medicine and Health 2021;33(3):65 View
  18. 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
  19. Gupta M, Sinha N, Singh P, Liébana-Cabanillas F. Instagram Advertising among Young Consumers in Wearable Fitness Trackers: The Moderating Role of Technology Acceptance Factors. Journal of Global Marketing 2021;34(5):411 View
  20. Bardus M, Borgi C, El-Harakeh M, Gherbal T, Kharroubi S, Fares E. Exploring the Use of Mobile and Wearable Technology among University Student Athletes in Lebanon: A Cross-Sectional Study. Sensors 2021;21(13):4472 View
  21. Varga A, Révész L. Impact of Applying Information and Communication Technology Tools in Physical Education Classes. Informatics 2023;10(1):20 View
  22. Dold S, Haas N, Apitz C. Effects of Sports, Exercise Training, and Physical Activity in Children with Congenital Heart Disease—A Review of the Published Evidence. Children 2023;10(2):296 View
  23. Paolillo E, Lee S, VandeBunte A, Djukic N, Fonseca C, Kramer J, Casaletto K. Wearable Use in an Observational Study Among Older Adults: Adherence, Feasibility, and Effects of Clinicodemographic Factors. Frontiers in Digital Health 2022;4 View
  24. 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
  25. Vajravelu M, Arslanian S. Mobile Health and Telehealth Interventions to Increase Physical Activity in Adolescents with Obesity: a Promising Approach to Engaging a Hard-to-Reach Population. Current Obesity Reports 2021;10(4):444 View
  26. Goodyear V, Skinner B, McKeever J, Griffiths M. The influence of online physical activity interventions on children and young people’s engagement with physical activity: a systematic review. Physical Education and Sport Pedagogy 2023;28(1):94 View
  27. Díaz-Quesada G, Bahamonde-Pérez C, Giménez-Egido J, Torres-Luque G. Use of Wearable Devices to Study Physical Activity in Early Childhood Education. Sustainability 2021;13(24):13998 View
  28. Baumann H, Fiedler J, Wunsch K, Woll A, Wollesen B. mHealth Interventions to Reduce Physical Inactivity and Sedentary Behavior in Children and Adolescents: Systematic Review and Meta-analysis of Randomized Controlled Trials. JMIR mHealth and uHealth 2022;10(5):e35920 View
  29. Foster C, Schinasi D, Kan K, Macy M, Wheeler D, Curfman A. Remote Monitoring of Patient- and Family-Generated Health Data in Pediatrics. Pediatrics 2022;149(2) View
  30. Yau K, Tang T, Görges M, Pinkney S, Kim A, Kalia A, Amed S. Effectiveness of Mobile Apps in Promoting Healthy Behavior Changes and Preventing Obesity in Children: Systematic Review. JMIR Pediatrics and Parenting 2022;5(1):e34967 View
  31. Vidmar A, Naguib M, Raymond J, Salvy S, Hegedus E, Wee C, Goran M. Time-Limited Eating and Continuous Glucose Monitoring in Adolescents with Obesity: A Pilot Study. Nutrients 2021;13(11):3697 View
  32. Nasruddin N, Murphy J, Armstrong M. Physical Activity Surveillance in Children and Adolescents Using Smartphone Technology: Systematic Review. JMIR Pediatrics and Parenting 2023;6:e42461 View
  33. Mateo-Orcajada A, Abenza-Cano L, Albaladejo-Saura M, Vaquero-Cristóbal R. Mandatory after-school use of step tracker apps improves physical activity, body composition and fitness of adolescents. Education and Information Technologies 2023;28(8):10235 View
  34. 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
  35. Low M, Ramayah T. It Isn't enough to be easy and useful! Combined use of SEM and necessary condition analysis for a better understanding of consumers' acceptance of medical wearable devices. Smart Health 2023;27:100370 View
  36. 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
  37. Soulard J, Carlin T, Knitza J, Vuillerme N. Wearables for Measuring the Physical Activity and Sedentary Behavior of Patients With Axial Spondyloarthritis: Systematic Review. JMIR mHealth and uHealth 2022;10(8):e34734 View
  38. Yu S, Chen Z, Wu X. The Impact of Wearable Devices on Physical Activity for Chronic Disease Patients: Findings from the 2019 Health Information National Trends Survey. International Journal of Environmental Research and Public Health 2023;20(1):887 View
  39. Welch W, Solk P, Auster-Gussman L, Gavin K, Whitaker M, Cullather E, Izenman E, Courneya K, Ackermann R, Spring B, Cella D, Penedo F, Phillips S. User-centered development of a smartphone application (Fit2Thrive) to promote physical activity in breast cancer survivors. Translational Behavioral Medicine 2022;12(2):203 View
  40. Gulec H, Smahel D. Individual and Parental Factors of Adolescents’ mHealth App Use: Nationally Representative Cross-sectional Study. JMIR mHealth and uHealth 2022;10(12):e40340 View
  41. Bond S, Parikh N, Majmudar S, Pin S, Wang C, Willis L, Haga S. A Systematic Review of the Scope of Study of mHealth Interventions for Wellness and Related Challenges in Pediatric and Young Adult Populations. Adolescent Health, Medicine and Therapeutics 2022;Volume 13:23 View
  42. Gil-Espinosa F, Nielsen-Rodríguez A, Romance R, Burgueño R. Smartphone applications for physical activity promotion from physical education. Education and Information Technologies 2022;27(8):11759 View
  43. Calegari L, Tortorella G, Fettermann D. Getting Connected to M-Health Technologies through a Meta-Analysis. International Journal of Environmental Research and Public Health 2023;20(5):4369 View
  44. Castro A, Borbón Castro N, Cruz Ortega M, Duarte Félix H, Durazo Terán L, López Castro L. Actividad física y calidad de la dieta en escolares de la ciudad de Navojoa, Sonora. Revista de Investigación Académica Sin Frontera: División de Ciencias Económicas y Sociales 2021;(35):20 View
  45. Casado-Robles C, Viciana J, Guijarro-Romero S, Mayorga-Vega D. Effects of Consumer-Wearable Activity Tracker-Based Programs on Objectively Measured Daily Physical Activity and Sedentary Behavior Among School-Aged Children: A Systematic Review and Meta-analysis. Sports Medicine - Open 2022;8(1) View
  46. Pedersen K, Schlichter B. Improving Predictability and Effectiveness in Preventive Digital Health Interventions: Scoping Review. Interactive Journal of Medical Research 2023;12:e40205 View
  47. AlSayegh L, Al-Mustafa M, Alali A, Farhan M, AlShamlan N, AlOmar R. Association between fitness tracker use, physical activity, and general health of adolescents in Eastern Province of Saudi Arabia. Journal of Family and Community Medicine 2023;30(4):251 View
  48. McDermott A, Bradley D. Physiotherapists’ perceptions of the use of digital health to promote physical activity in people living with Parkinson’s disease. European Journal of Physiotherapy 2023:1 View
  49. Terra L, Costa W, Silva R, Rezende L, Noll M, Noll P, Chow R. Interventions towards barriers to the practice of physical activity in adolescence: A systematic review protocol. PLOS ONE 2023;18(7):e0287868 View
  50. Peng S, Othman A, Khairani A, zeng G, Xiaogang Z, Fang Y. Effectiveness of pedometer- and accelerometer-based interventions in improving physical activity and health-related outcomes among college students: A systematic review and meta-analysis. DIGITAL HEALTH 2023;9 View
  51. Folkvord F, Bol N, Stazi G, Peschke L, Lupiáñez-Villanueva F. Preferences in the Willingness to Download an mHealth App: Discrete Choice Experimental Study in Spain, Germany, and the Netherlands. JMIR Formative Research 2023;7:e48335 View
  52. Visier-Alfonso M, Sánchez-López M, Rodríguez-Martín B, Ruiz-Hermosa A, Bartolomé-Gutiérrez R, Sequí-Domínguez I, Martínez-Vizcaíno V. Parents’ Perceptions of Children’s and Adolescents’ Use of Electronic Devices to Promote Physical Activity: Systematic Review of Qualitative Evidence. JMIR mHealth and uHealth 2023;11:e44753 View
  53. Mateo‐Orcajada A, Vaquero‐Cristóbal R, Abenza‐Cano L. Mobile application interventions to increase physical activity and their effect on kinanthropometrics, body composition and fitness variables in adolescent aged 12–16 years old: An umbrella review. Child: Care, Health and Development 2024;50(1) View
  54. McDermott K, Noake C, Wolff R, Bauld L, Espina C, Foucaud J, Steindorf K, Thorat M, Weijenberg M, Schüz J, Kleijnen J. Digital interventions to moderate physical inactivity and/or nutrition in young people: a Cancer Prevention Europe overview of systematic reviews. Frontiers in Digital Health 2023;5 View
  55. Yang J, Casey A, Cale L. The Influence of Healthy Lifestyle Technologies on Young People’s Physical Activity Participation and Health Learning: A Systematic Review. Quest 2024;76(1):72 View
  56. Mateo-Orcajada A, Vaquero-Cristóbal R, Abenza-Cano L. Gender and academic year as moderators of the efficacy of mobile app interventions to promote physical activity in adolescents: a randomized controlled trial. Humanities and Social Sciences Communications 2023;10(1) View
  57. Islam B, McElwain N, Li J, Davila M, Hu Y, Hu K, Bodway J, Dhekne A, Roy Choudhury R, Hasegawa-Johnson M. Preliminary Technical Validation of LittleBeats™: A Multimodal Sensing Platform to Capture Cardiac Physiology, Motion, and Vocalizations. Sensors 2024;24(3):901 View
  58. Willinger L, Böhm B, Schweizer F, Reimer L, Jonas S, Scheller D, Oberhoffer-Fritz R, Müller J. KIJANI App to Promote Physical Activity in Children and Adolescents: Protocol for a Mixed Method Evaluation. JMIR Research Protocols 2024;13:e55156 View
  59. Di Martino G, della Valle C, Centorbi M, Buonsenso A, Fiorilli G, Calcagno G, Iuliano E, di Cagno A. Enhancing Behavioural Changes: A Narrative Review on the Effectiveness of a Multifactorial APP-Based Intervention Integrating Physical Activity. International Journal of Environmental Research and Public Health 2024;21(2):233 View
  60. Sequí-Domínguez I, Cavero-Redondo I, Álvarez-Bueno C, López-Gil J, Martínez-Vizcaíno V, Pascual-Morena C. Effectiveness of eHealth Interventions Promoting Physical Activity in Children and Adolescents: Systematic Review and Meta-Analysis. Journal of Medical Internet Research 2024;26:e41649 View
  61. 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
  62. Liu L, Dai Y, Liu Z. Combining Data Mining Algorithms for 6G Integrated Cyber-Physical Health Assessment and Exercise Ability Optimization Intervention in Young Children. Wireless Personal Communications 2024 View
  63. Soltero E, Musaad S, O’Connor T, Thompson D, Norris K, Beech B. Feasibility of Fit24, a Digital Diabetes Prevention Program for Hispanic Adolescents: Qualitative Evaluation Study. JMIR Formative Research 2024;8:e54595 View
  64. Mateo-Orcajada A, Vaquero-Cristóbal R, Mota J, Abenza-Cano L. The loss of achieved effects on physical activity, body composition and fitness variables in adolescents after a period of mandatory and promoted use of step tracker mobile apps when their use becomes non-mandatory and non-promoted: a randomized controlled trial (Preprint). JMIR mHealth and uHealth 2023 View

Books/Policy Documents

  1. Tung J, Gower S, Ooteghem K, Nouredanesh M, Gage W. Digital Health. View
  2. Böhm B. Sportwissenschaft. View
  3. Schulte-Strathaus J, Rauschenberg C, Baumeister H, Reininghaus U. Digital Phenotyping and Mobile Sensing. View
  4. Fillon A, Duclos M, Thivel D. Les Obésités. View
  5. Kramer M. Beyond Parenting Advice. View