스마트 헬스케어를 통한 신체활동 증진과 사용 지속성의 결정 요인 분석: 개인 특성과 목표 설정을 중심으로
Determinants of Smart Healthcare Utilization: A Focus on Individual Characteristics and Goal-setting Behavior
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Objectives: This study aims to investigate the relationship between individual characteristics and health-related behaviors in the context of wearable devices and information and communications technology (ICT) healthcare technology adoption and use. Methods: Using large data from the Smart Healthcare Pilot Project Phase 1, implemented by the Seoul Metropolitan government, we estimate the relationship between individual characteristics and health-related behaviors, namely, physical activity level and sustained usage of ICT. Results: Our empirical analysis reveals variations in physical activity levels and smart healthcare usage sustainability based on participants’ gender, age, obesity status, and goal-setting behavior at program initia- tion. Notably, we find that setting specific goals is positively associated with higher step counts and sustained engagement in wearable device usage. Conclusions: These findings suggest that future smart healthcare programs should adopt tailored approaches based on participant characteristics and emphasize the importance of goal-setting. Our research contributes to the understanding of factors influencing the effectiveness of wearable devices and ICT healthcare technologies in promoting health-related behaviors.
Abstract
Objectives: This study aims to investigate the relationship between individual characteristics and health-related behaviors in the context of wearable devices and information and communications technology (ICT) healthcare technology adoption and use. Methods: Using large data from the Smart Healthcare Pilot Project Phase 1, implemented by the Seoul Metropolitan government, we estimate the relationship between individual characteristics and health-related behaviors, namely, physical activity level and sustained usage of ICT. Results: Our empirical analysis reveals variations in physical activity levels and smart healthcare usage sustainability based on participants’ gender, age, obesity status, and goal-setting behavior at program initia- tion. Notably, we find that setting specific goals is positively associated with higher step counts and sustained engagement in wearable device usage. Conclusions: These findings suggest that future smart healthcare programs should adopt tailored approaches based on participant characteristics and emphasize the importance of goal-setting. Our research contributes to the understanding of factors influencing the effectiveness of wearable devices and ICT healthcare technologies in promoting health-related behaviors.
참고문헌 (34)
- Pellegrini CA, "A smartphone-supported weight loss program : Design of the engaged randomized controlled trial", BMC Public Health, 12, pp.1041~ (2012)[DOI]
- Gal R, "The effect of physical activity interventions comprising wearables and smartphone applications on physical activity : A systematic review and meta-analysis", Sports Med Open, 4(1), pp.42~ (2018)[DOI]
- Murtagh EM, "The effect of walking on risk factors for cardiovascular disease : An updated systematic review and meta-analysis of randomised control trials", Prev Med, 72, pp.34~43 (2015)[DOI]
- Kelly P, "Walking on sunshine : Scoping review of the evidence for walking and mental health", Br J Sports Med, 52(12), pp.800~806 (2018)[DOI]
- Lee SM, "Healthcare wearable devices : An analysis of key factors for continuous use intention", Serv Bus, 14, pp.503~531 (2020)[DOI]
- Lee SY, "Factors that influence an individual’s intention to adopt a wearable healthcare device : The case of a wearable fitness tracker", Technol Forecast Soc Change, 129, pp.154~163 (2018)[DOI]
- Wang JB, "Mobile and wearable device features that matter in promoting physical activity", J Mob Technol Med, 5(2), pp.2~11 (2016)[DOI]
- Jakicic JM, "Effect of wearable technology combined with a lifestyle intervention on long-term weight loss : The idea randomized clinical trial", JAMA, 316(11), pp.1161~1171 (2016)[DOI]
- Canhoto AI, "Exploring the factors that support adoption and sustained use of health and fitness wearables", J Mark Manage, 33(1-2), pp.1~29 (2016)[DOI]
- Fritz T, "Persuasive technology in the real world: A study of long-term use of activity sensing devices for fitness", Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp.487~496 (2014)
- Ridgers ND, "Wearable activity tracker use among australian adolescents : Usability and acceptability study", JMIR Mhealth Uhealth, 6(4), pp.e86~ (2018)[DOI]
- Farivar S, "Wearable device adoption among older adults : A mixed-methods study", Int J Inf Manage, 55, pp.102209~ (2020)[DOI]
- AlMahadin G, "Parkinson’s disease : Current assessment methods and wearable devices for evaluation of movement disorder motor symptoms-a patient and healthcare professional perspective", BMC Neurol, 20(1), pp.419~ (2020)[DOI]
- Lee JR, "The critical research of healthcare focused on smartwatch users", Korean Soc Sociol Sport, 32(2), pp.92~109 (2019)[DOI]
- Lee J, "An empirical study on the individual and device characteristics affecting user’s intention to use smart watch", J Korean Inst Info Technol, 12(11), pp.201~214 (2014)[DOI]
- Jiin Kim, "Evaluation study of health promotion program using smart band: Focusing on the management of metabolic syndrome subjects", pp.2016
- An JH, "The effects of physical activity intervention in mobile healthcare on obesity, cardiorespiratory fitness, metabolic syndrome risk factors", Korean Soc Sports Sci, 29(3), pp.795~806 (2020)[DOI]
- Choi BCK, "Daily step goal of 10, 000steps : A literature review", Clin Invest Med, 30(3), pp.E146~E151 (2007)[DOI]
- Lobelo F, "Routine assessment and promotion of physical activity in healthcare settings : A scientific statement from the American Heart Association", Circulation, 137(18), pp.e495~e522 (2018)[DOI]
- Wilde BE, "A 10, 000-step count as a physical activity target for sedentary women", Res Q Exerc Sport, 72(4), pp.411~414 (2001)[DOI]
- Kim D, "News topic extraction based on word similarity", J KIISE, 44(11), pp.1138~1148 (2017)[DOI]
- Telford RM, "Why are girls less physically active than boys? findings from the look longitudinal study", PLoS One, 11(3), pp.e0150041~ (2016)[DOI]
- Musa SB, "Wearable device validity in measuring steps, energy expenditure, and heart rate across age, gender, and body mass index : Data analysis from a systematic review", J Phys Act Health, 20(2), pp.100~105 (2022)[DOI]
- Longhini J, "Wearable devices to improve physical activity and reduce sedentary behaviour : An umbrella review", Sports Med Open, 10(1), pp.9~ (2024)[DOI]
- Nour M, "Young adults’ engagement with a self-monitoring app for vegetable intake and the impact of social media and gamification : Feasibility study", JMIR Form Res, 3(2), pp.e13324~ (2019)[DOI]
- Hansen BH, "Patterns of objectively measured physical activity in normal weight, overweight, and obese individuals(20-85 years) : A cross-sectional study", PLoS One, 8(1), pp.e53044~ (2013)[DOI]
- Hernández-Reyes A, "Effect of an mhealth intervention using a pedometer app with full in-person counseling on body composition of overweight adults : Randomized controlled weight loss trial", JMIR Mhealth Uhealth, 8(5), pp.e16999~ (2020)[DOI]
- Wang W, "The effectiveness of wearable devices as physical activity interventions for preventing and treating obesity in children and adolescents : Systematic review and meta-analysis", JMIR Mhealth Uhealth, 10(4), pp.e32435~ (2022)[DOI]
- Siepmann C, "Understanding continued smartwatch usage : The role of emotional as well as health and fitness factors", Electron Markets, 31, pp.795~809 (2021)[DOI]
- DiFrancisco-Donoghue J, "Balentine. Utilizing wearable technology to increase physical activity in future physicians : A randomized trial", Prev Med Rep, 12, pp.122~127 (2018)[DOI]
- Utesch T, "Self-tracking of daily physical activity using a fitness tracker and the effect of the 10, 000 steps goal : A 6-week randomized controlled parallel group trial", Ger J Exerc Sport Res, 52(2), pp.300~309 (2022)[DOI]
- Bailey RR, "Goal setting and action planning for health behavior change", Am J Lifestyle Med, 13(6), pp.615~618 (2019)[DOI]
- Lee JS, "A study on monitoring of health care and chronic diseases for the elderly : The effect of wearable device", J Knowledge Inf Technol Syst, 13(3), pp.351~357 (2018)[DOI]
- Jafleh EA, "The role of wearable devices in chronic disease monitoring and patient care : A comprehensive review", Cureus, 16(9), pp.e68921~ (2024)[DOI]
