Abstract:
Mobile health (mHealth) technologies have shown promise in promoting physical activity and exercise adherence
across various populations. This paper presents the design, implementation, and preliminary evaluation of a
modular mHealth application aimed at increasing physical activity levels and supporting long-term exercise
engagement. The application incorporates evidence-based strategies for behaviour change, including real-time
activity tracking, personalized goal-setting, and motivational elements. A user-centred design approach was
employed to develop key modules: tracking, planning, motivation, and user interface. A 4-week pilot study with
2 participants demonstrated improvements in daily step count, weekly active minutes, and goal achievement
rates. Qualitative feedback indicated high user satisfaction and increased motivation for physical activity.
Description:
[1] S. Lee, E. Hwang, Y. Kim, F. Demir, H. Lee, J. J. Mosher, E. Jang, K. Lim, Mobile Health App for Adolescents: Motion Sensor Data and Deep Learning Technique to Examine the Relationship between
Obesity and Walking Patterns, Applied Sciences 12 (2022) 850. doi:10.3390/app12020850.
[2] A. Razaghizad, T. McKee, I. Malhamé, M. G. Friedrich, N. Giannetti, A. Coristine, A. Johnson,
E. A. Ashley, S. G. Hershman, B. Struck, S. Krastev, D. Pilat, A. Sharma, Mobile Health Fitness
Interventions: Impact of Features on Routine Use and Data Sharing Acceptability, JACC: Advances
2 (2023) 100613. doi:10.1016/j.jacadv.2023.100613.
[3] Y. Bo, Q. B. Liu, Y. Tong, The Effects of Adopting Mobile Health and Fitness Apps on Hospital
Visits: Quasi-Experimental Study, Journal of Medical Internet Research 25 (2023) e45681. doi:10.
2196/45681.
[4] V. Dieter, P. Janssen, I. Krauss, Efficacy of the mHealth-Based Exercise Intervention re.flex for
Patients With Knee Osteoarthritis: Pilot Randomized Controlled Trial, JMIR mHealth and uHealth
12 (2024) e54356. doi:10.2196/54356.
[5] Z. Gao, S. Ryu, W. Zhou, K. Adams, M. Hassan, R. Zhang, A. Blaes, J. Wolfson, J. Sun, Effects of
personalized exercise prescriptions and social media delivered through mobile health on cancer
survivors’ physical activity and quality of life, Journal of Sport and Health Science 12 (2023)
705–714. doi:10.1016/j.jshs.2023.07.002.
[6] J.-W. Wang, Z. Zhu, Z. Shuling, J. Fan, Y. Jin, Z.-L. Gao, W.-D. Chen, X. Li, Effectiveness of mHealth
App–Based Interventions for Increasing Physical Activity and Improving Physical Fitness in
Children and Adolescents: Systematic Review and Meta-Analysis, JMIR mHealth and uHealth 12
(2024) e51478. doi:10.2196/51478.
[7] R. C. Plotnikoff, A. K. Jansson, M. J. Duncan, J. J. Smith, A. Bauman, J. Attia, D. R. Lubans, mHealth
to Support Outdoor Gym Resistance Training: The ecofit Effectiveness RCT, American Journal of
Preventive Medicine 64 (2023) 853–864. doi:10.1016/j.amepre.2023.01.031.
[8] E. H. Jung, H. Kang, Self-Determination in Wearable Fitness Technology: The Moderating Effect
of Age, International Journal of Human-Computer Interaction 38 (2022) 1399–1409. doi:10.1080/
10447318.2021.2002048.
[9] A. K. Jansson, M. J. Duncan, A. Bauman, J. J. Smith, D. R. Lubans, J. Attia, R. C. Plotnikoff, A Mobile
Health Resistance Training Intervention Using Outdoor Gym Equipment: Process Evaluation of
the Ecofit Effectiveness Randomized Controlled Trial, Journal of Physical Activity and Health 21
(2024) 405–412. doi:10.1123/jpah.2023-0228.
[10] H.-M. Kim, I. Cho, M. Kim, Gamification Aspects of Fitness Apps: Implications of mHealth for
Physical Activities, International Journal of Human-Computer Interaction 39 (2023) 2076–2089.
doi:10.1080/10447318.2022.2073322.
[11] Y. Song, E. Reifsnider, Y. Chen, Y. Wang, H. Chen, The Impact of a Theory-Based mHealth
Intervention on Disease Knowledge, Self-efficacy, and Exercise Adherence Among Ankylosing
Spondylitis Patients: Randomized Controlled Trial, Journal of Medical Internet Research 24 (2022)
e38501. doi:10.2196/38501.
[12] A. Jaffar, C.-E. Tan, S. Mohd-Sidik, N. Admodisastro, F. Goodyear-Smith, Persuasive Technology
in an mHealth App Designed for Pelvic Floor Muscle Training among Women: Systematic Review,
JMIR mHealth and uHealth 10 (2022) e28751. doi:10.2196/28751.