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2024 | OriginalPaper | Buchkapitel

Decoding Intention to Use mHealth from an Adaptive Goal-Setting Perspective

verfasst von : Anshuman Kedia, Ewilly J. Y. Liew, Sharon G. M. Koh

Erschienen in: Emerging Technologies in Business

Verlag: Springer Nature Singapore

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Abstract

Lockdown measures and prolonged physical inactivity during the COVID-19 pandemic have made people more health-conscious and led them to strive to stay physically fit. Mobile health (mHealth) has emerged as a convenient and cost-effective tool to deliver healthcare services and help people monitor their health. The present chapter draws on adaptive goal-setting theory to examine the perception of using mHealth by individuals in Malaysia, a developing country. More specifically, it investigates how setting and adjusting personal goals can affect behavioral change techniques to encourage the use of mHealth to become more health-conscious. The researchers also explore the potential barriers to the use of mHealth as an emerging technology. Data obtained from a sample of 183 adults in Malaysia were analyzed using partial least squares structural equation modeling (PLS-SEM). The empirical results show that positive tenacious goal pursuits (TGP) and positive flexible goal adjustments (FGA) provide mHealth users with correct behavioral change techniques (BCTs) that lead to greater intention (INT) to use mHealth and associated wearable devices and, consequently, achieve greater health consciousness (HC). The findings show that users’ technological anxiety (TA) negatively mediates the effect of BCTs on INT, whereas habit (HAB) has a direct positive effect on INT. This chapter provides practical insights and recommendations for setting and adjusting personal goals for using mHealth and associated wearable devices to promote better personal health consciousness.

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Literatur
Zurück zum Zitat Adams, M. A., Todd, M., Angadi S. S., Hurley J. C., Stecher C., Berardi V., Phillips C. B., McEntee M. L., Hovell M. F., and Hooker S. P., (2022) Adaptive Goals and Reinforcement Timing to Increase Physical Activity in Adults: A Factorial Randomized Trial, American Journal of Preventive Medicine, 62(2), e57–e68.https://doi.org/10.1016/j.amepre.2021.09.014 Adams, M. A., Todd, M., Angadi S. S., Hurley J. C., Stecher C., Berardi V., Phillips C. B., McEntee M. L., Hovell M. F., and Hooker S. P., (2022) Adaptive Goals and Reinforcement Timing to Increase Physical Activity in Adults: A Factorial Randomized Trial, American Journal of Preventive Medicine, 62(2), e57–e68.https://​doi.​org/​10.​1016/​j.​amepre.​2021.​09.​014
Zurück zum Zitat Agarwal, R., & Karahanna, E. (2000). Time flies when you’re having fun: Cognitive absorption and beliefs about information technology usage. MIS Quarterly, 24(4), 665–694. Agarwal, R., & Karahanna, E. (2000). Time flies when you’re having fun: Cognitive absorption and beliefs about information technology usage. MIS Quarterly, 24(4), 665–694.
Zurück zum Zitat Bhuvan, K.C., Alrasheedy, A. A., Hing Goh, B., Blebil, A., Bangash, N. S. A., Mohamed Ibrahim, M. I., & Rehman, I. U. (2021). The types and pattern of use of mobile health applications among the general population: A cross-sectional study from Selangor, Malaysia. Patient Preference and Adherence, 1755–1762.https://doi.org/10.2147/PPA.S325851 Bhuvan, K.C., Alrasheedy, A. A., Hing Goh, B., Blebil, A., Bangash, N. S. A., Mohamed Ibrahim, M. I., & Rehman, I. U. (2021). The types and pattern of use of mobile health applications among the general population: A cross-sectional study from Selangor, Malaysia. Patient Preference and Adherence, 1755–1762.https://​doi.​org/​10.​2147/​PPA.​S325851
Zurück zum Zitat Bronikowski, M., Bronikowska, M., & Glapa, A. (2016). Do they need goals or support? A report from a goal-setting intervention using physical activity monitors in youth. International Journal of Environmental Research and Public Health, 13(9). https://doi.org/10.3390/ijerph13090914 Bronikowski, M., Bronikowska, M., & Glapa, A. (2016). Do they need goals or support? A report from a goal-setting intervention using physical activity monitors in youth. International Journal of Environmental Research and Public Health, 13(9). https://​doi.​org/​10.​3390/​ijerph13090914
Zurück zum Zitat Carey, R. N., Connell, L. E., Johnston, M., Rothman, A. J., de Bruin, M., Kelly, M. P., & Michie, S. (2018). Behavior change techniques and their mechanisms of action: A synthesis of links described in published intervention literature. Annals of Behavioral Medicine. https://doi.org/10.1093/abm/kay078 Carey, R. N., Connell, L. E., Johnston, M., Rothman, A. J., de Bruin, M., Kelly, M. P., & Michie, S. (2018). Behavior change techniques and their mechanisms of action: A synthesis of links described in published intervention literature. Annals of Behavioral Medicine. https://​doi.​org/​10.​1093/​abm/​kay078
Zurück zum Zitat Dombrowski, S. U., Sniehotta, F. F., Avenell, A., Johnston, M., MacLennan, G., & Araújo-Soares, V. (2012). Identifying active ingredients in complex behavioural interventions for obese adults with obesity-related co-morbidities or additional risk factors for co-morbidities: a systematic review. Health Psychology Review, 6(1), 7–32.https://doi.org/10.1080/17437199.2010.513298 Dombrowski, S. U., Sniehotta, F. F., Avenell, A., Johnston, M., MacLennan, G., & Araújo-Soares, V. (2012). Identifying active ingredients in complex behavioural interventions for obese adults with obesity-related co-morbidities or additional risk factors for co-morbidities: a systematic review. Health Psychology Review6(1), 7–32.https://​doi.​org/​10.​1080/​17437199.​2010.​513298
Zurück zum Zitat Hair, Jr. J. F., Hult, G. T. M., Ringle, C., & Sarstedt, M. (2017). A primer on partial least squares structural equation modeling (PLS-SEM) (2nd ed.). Sage Publications. Hair, Jr. J. F., Hult, G. T. M., Ringle, C., & Sarstedt, M. (2017). A primer on partial least squares structural equation modeling (PLS-SEM) (2nd ed.). Sage Publications.
Zurück zum Zitat Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135.
Zurück zum Zitat Henselmans, I., Fleer, J., van Sonderen, E., Smink, A., Sanderman, R., & Ranchor, A. V. (2011). The tenacious goal pursuit and flexible goal adjustment scales: A validation study. Psychology and aging, 26(1), 174.https://doi.org/10.1037/a0021536.PMID: 21299305. Henselmans, I., Fleer, J., van Sonderen, E., Smink, A., Sanderman, R., & Ranchor, A. V. (2011). The tenacious goal pursuit and flexible goal adjustment scales: A validation study. Psychology and aging26(1), 174.https://​doi.​org/​10.​1037/​a0021536.​PMID: 21299305.
Zurück zum Zitat Höchsmann, C., Knaier, R., Infanger, D., & Schmidt-Trucksäss, A. (2020). Validity of smartphones and activity trackers to measure steps in a free-living setting over three consecutive days. Physiological Measurement, 41(1), 015001. https://doi.org/10.1088/1361-6579/ab635f Höchsmann, C., Knaier, R., Infanger, D., & Schmidt-Trucksäss, A. (2020). Validity of smartphones and activity trackers to measure steps in a free-living setting over three consecutive days. Physiological Measurement, 41(1), 015001. https://​doi.​org/​10.​1088/​1361-6579/​ab635f
Zurück zum Zitat Kim, H. J., Lee, K. H., Lee, J. H., Youk, H., & Lee, H. Y. (2022). The effect of a mobile and wearable device intervention on increased physical activity to prevent metabolic syndrome: Observational study. JMIR mHealth and uHealth, 10(2), e34059. https://doi.org/10.2196/34059 Kim, H. J., Lee, K. H., Lee, J. H., Youk, H., & Lee, H. Y. (2022). The effect of a mobile and wearable device intervention on increased physical activity to prevent metabolic syndrome: Observational study. JMIR mHealth and uHealth10(2), e34059. https://​doi.​org/​10.​2196/​34059
Zurück zum Zitat Liew, E. J., Koh, S. G., Kwok, A. O., Poh, Y. H., & French, J. A. (2021). Technology perception and productivity among physicians in the new norm post-pandemic: A dynamic capabilities perspective. The Future of Service Post-COVID-19 Pandemic, Volume 1: Rapid Adoption of Digital Service Technology, 75–99. Liew, E. J., Koh, S. G., Kwok, A. O., Poh, Y. H., & French, J. A. (2021). Technology perception and productivity among physicians in the new norm post-pandemic: A dynamic capabilities perspective. The Future of Service Post-COVID-19 Pandemic, Volume 1: Rapid Adoption of Digital Service Technology, 75–99.
Zurück zum Zitat Michaelidou, N., & Hassan, L. M. (2008). The role of health consciousness, food safety concern and ethical identity on attitudes and intentions towards organic food. International Journal of Consumer Studies, 32(2), 163–170. Michaelidou, N., & Hassan, L. M. (2008). The role of health consciousness, food safety concern and ethical identity on attitudes and intentions towards organic food. International Journal of Consumer Studies32(2), 163–170.
Zurück zum Zitat McDermott, M. S., Oliver, M., Iverson, D., & Sharma, R. (2016). Effective techniques for changing physical activity and healthy eating intentions and behaviour: A systematic review and meta-analysis. British Journal of Health Psychology, 21(4), 827–841. https://doi.org/10.1111/bjhp.12199 McDermott, M. S., Oliver, M., Iverson, D., & Sharma, R. (2016). Effective techniques for changing physical activity and healthy eating intentions and behaviour: A systematic review and meta-analysis. British Journal of Health Psychology21(4), 827–841. https://​doi.​org/​10.​1111/​bjhp.​12199
Zurück zum Zitat McKay, F. H., Slykerman, S., & Dunn, M. (2019). The app behavior change scale: Creation of a scale to assess the potential of apps to promote behavior change. JMIR mHealth and uHealth, 7(1), e11130. McKay, F. H., Slykerman, S., & Dunn, M. (2019). The app behavior change scale: Creation of a scale to assess the potential of apps to promote behavior change. JMIR mHealth and uHealth7(1), e11130.
Zurück zum Zitat Schroé, H., Van Dyck, D., De Paepe, A., Poppe, L., Loh, W. W., Verloigne, M., Loeys, T., Bourdeaudhuij, I., & Crombez, G. (2020). Which behaviour change techniques are effective to promote physical activity and reduce sedentary behaviour in adults: A factorial randomized trial of an e-and m-health intervention. International Journal of Behavioral Nutrition and Physical Activity, 17(1), 1–16. Schroé, H., Van Dyck, D., De Paepe, A., Poppe, L., Loh, W. W., Verloigne, M., Loeys, T., Bourdeaudhuij, I., & Crombez, G. (2020). Which behaviour change techniques are effective to promote physical activity and reduce sedentary behaviour in adults: A factorial randomized trial of an e-and m-health intervention. International Journal of Behavioral Nutrition and Physical Activity, 17(1), 1–16.
Zurück zum Zitat Spielberger, C. D. (1972). Anxiety: Current trends in theory and research: I. Academic Press. Spielberger, C. D. (1972). Anxiety: Current trends in theory and research: I. Academic Press.
Zurück zum Zitat Tison, G. H., Avram, R., Kuhar, P., Abreau, S., Marcus, G. M., Pletcher, M. J., & Olgin, J. E. (2020). Worldwide effect of COVID-19 on physical activity: A descriptive study. Annals of Internal Medicine, 173(9), 767–770. https://doi.org/10.7326/m20-2665 Tison, G. H., Avram, R., Kuhar, P., Abreau, S., Marcus, G. M., Pletcher, M. J., & Olgin, J. E. (2020). Worldwide effect of COVID-19 on physical activity: A descriptive study. Annals of Internal Medicine173(9), 767–770. https://​doi.​org/​10.​7326/​m20-2665
Zurück zum Zitat Venkatesh, V., Thong, J. Y. L., & Xin, X.. (2012). Consumer acceptance and use of information technology: Extending the Unified Theory of Acceptance and Use of Technology. MIS Quarterly, 36(1), 157. https://doi.org/10.2307/41410412 Venkatesh, V., Thong, J. Y. L., & Xin, X.. (2012). Consumer acceptance and use of information technology: Extending the Unified Theory of Acceptance and Use of Technology. MIS Quarterly36(1), 157. https://​doi.​org/​10.​2307/​41410412
Zurück zum Zitat Woods, J. A., Hutchinson, N. T., Powers, S. K., Roberts, W. O., Gomez-Cabrera, M. C., Radak, Z., Berkes, I., Boros, A., Boldogh, I., Leeuwenburgh, C., Coelho-Júnior, H. J., Marzetti, E., Cheng, Y., Liu, J., eDurstine, J. L., Sun, J., & Ji, L. L. (2020). The COVID-19 pandemic and physical activity. Sports Medicine and Health Science, 2(2), 55–64. https://doi.org/10.1016/j.smhs.2020.05.006 Woods, J. A., Hutchinson, N. T., Powers, S. K., Roberts, W. O., Gomez-Cabrera, M. C., Radak, Z., Berkes, I., Boros, A., Boldogh, I., Leeuwenburgh, C., Coelho-Júnior, H. J., Marzetti, E., Cheng, Y., Liu, J., eDurstine, J. L., Sun, J., & Ji, L. L. (2020). The COVID-19 pandemic and physical activity. Sports Medicine and Health Science2(2), 55–64. https://​doi.​org/​10.​1016/​j.​smhs.​2020.​05.​006
Zurück zum Zitat Xue, L., Yen, C. C., Chang, L., Chan, H. C., Tai, B. C., Tan, S. B., Duh, H. B. L., & Choolani, M. (2012). An exploratory study of ageing women's perception on access to health informatics via a mobile phone based intervention. International Journal of Medical Informatics, 81(9), 637–648. Xue, L., Yen, C. C., Chang, L., Chan, H. C., Tai, B. C., Tan, S. B., Duh, H. B. L., & Choolani, M. (2012). An exploratory study of ageing women's perception on access to health informatics via a mobile phone based intervention. International Journal of Medical Informatics, 81(9), 637–648.
Zurück zum Zitat Yan, M., Filieri, R., Raguseo, E., & Gorton, M. (2021). Mobile apps for healthy living: Factors influencing continuance intention for health apps. Technological Forecasting and Social Change, 166, 120644. Yan, M., Filieri, R., Raguseo, E., & Gorton, M. (2021). Mobile apps for healthy living: Factors influencing continuance intention for health apps. Technological Forecasting and Social Change, 166, 120644.
Zurück zum Zitat Yang, H., Yu, J., Zo, H., & Choi, M. (2016). User acceptance of wearable devices: An extended perspective of perceived value. Telematics and Informatics, 33(2), 256–269. Yang, H., Yu, J., Zo, H., & Choi, M. (2016). User acceptance of wearable devices: An extended perspective of perceived value. Telematics and Informatics, 33(2), 256–269.
Metadaten
Titel
Decoding Intention to Use mHealth from an Adaptive Goal-Setting Perspective
verfasst von
Anshuman Kedia
Ewilly J. Y. Liew
Sharon G. M. Koh
Copyright-Jahr
2024
Verlag
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-97-2211-2_4

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