Hayat Naeem, Salameh Anas A, Mamun Abdullah Al, Alam Syed Shah, Zainol Noor Raihani
Global Entrepreneurship Research and Innovation Centre, Universiti Malaysia Kelantan, Kelantan, Malaysia.
College of Business Administration, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia.
Digit Health. 2023 Jun 4;9:20552076231180728. doi: 10.1177/20552076231180728. eCollection 2023 Jan-Dec.
The current study explores the formation of an intention to use wearable fitness devices (WFDs) with wearable fitness attributes and health consciousness (HCS). Moreover, the research examines the use of WFDs with the health motivation (HMT) and intention to use WFDs. The study also exposes the moderating effect of HMT between the intention to use WFDs and the use of WFDs.
Five hundred and twenty-five adults participated in the current study, and data were collected from January 2021 to March 2021 through the online survey of Malaysian respondents. The cross-sectional data was analyzed using the second-generation statistical method of partial least square structural equation modeling.
HCS is insignificantly associated with the intention to use WFDs. Perceived compatibility, perceived product value, perceived usefulness, and perceived technology accuracy significantly influence the intention to use WFDs. HMT significantly impacts the adoption of WFDs; however, the intention to use WFDs negatively but significantly influences the use of WFDs. Lastly, the association between the intention to use WFDs and the adoption of WFDs is significantly moderated by HMT.
Our study findings illuminate the significant impact of technology-level attributes of WFDs on the intention to use WFDs. However, an insignificant impact of HCS on the intention to use WFDs was reported. Our result confirms that HMT plays a significant role in the use of WFDs. Such as the moderating role of HMT is vital to transform the intention to use WFDs into the adoption of WFDs.
本研究探讨了具有可穿戴健身属性和健康意识(HCS)的使用可穿戴健身设备(WFD)意向的形成。此外,该研究考察了具有健康动机(HMT)的WFD使用情况以及使用WFD的意向。该研究还揭示了HMT在使用WFD意向与WFD使用之间的调节作用。
525名成年人参与了本研究,数据于2021年1月至2021年3月通过对马来西亚受访者的在线调查收集。使用偏最小二乘结构方程建模的第二代统计方法对横断面数据进行分析。
HCS与使用WFD的意向之间关联不显著。感知兼容性、感知产品价值、感知有用性和感知技术准确性对使用WFD的意向有显著影响。HMT对WFD的采用有显著影响;然而,使用WFD的意向对WFD的使用有负面但显著的影响。最后,HMT显著调节了使用WFD的意向与WFD采用之间的关联。
我们的研究结果揭示了WFD技术层面属性对使用WFD意向的显著影响。然而,报告显示HCS对使用WFD意向的影响不显著。我们的结果证实HMT在WFD的使用中起着重要作用。例如,HMT的调节作用对于将使用WFD的意向转化为WFD的采用至关重要。