Institute of Human Factors and Ergonomics, College of Mechatronics and Control Engineering, Shenzhen University, Shenzhen, China; Key Laboratory of Optoelectronic Devices and Systems of Ministry of Education and Guangdong Province, College of Optoelectronic Engineering, Shenzhen University, Shenzhen, China.
Institute of Human Factors and Ergonomics, College of Mechatronics and Control Engineering, Shenzhen University, Shenzhen, China.
Int J Med Inform. 2020 Jul;139:104156. doi: 10.1016/j.ijmedinf.2020.104156. Epub 2020 Apr 24.
Healthcare wearable devices (HWDs) enable continuous monitoring of consumers' health signals and have great potential to improve the efficiency and quality of healthcare. However, factors influencing consumer acceptance of HWDs are not well understood. Moreover, extant studies seem to fail to consider whether an HWD has appropriate functions to fit the requirements of consumers' healthcare activities.
The objective of this study was to develop and empirically test a model by integrating the Unified Theory of Acceptance and Usage of Technology (UTAUT) and Task-Technology Fit (TTF) models to understand how consumers accept HWDs.
A self-administered questionnaire was designed based on validated measurement scales. Data from 406 valid samples were analyzed using partial least squares structural equation modeling.
The results indicated that performance expectancy, effort expectancy, facilitating conditions, social influence, and task-technology fit positively affected consumers' behavioral intention to use HWDs, and together accounted for 68.0 % of its variance. Both task and technology characteristics were significant determinants of task-technology fit and exerted impacts on behavioral intention through the mediating roles of task-technology fit and effort expectancy.
The key findings showed that consumer acceptance of HWDs was affected by both users' perceptions (i.e., performance expectancy, effort expectancy, social influence and facilitating conditions) and the task-technology fit. The theoretical and practical implications and contributions were provided for future researchers and practitioners to increase consumers' use of HWDs in their healthcare activities.
医疗可穿戴设备 (HWD) 能够实现对消费者健康信号的持续监测,在提高医疗保健效率和质量方面具有巨大潜力。然而,消费者对 HWD 接受程度的影响因素尚未得到很好的理解。此外,现有研究似乎未能考虑 HWD 是否具有适当的功能来满足消费者医疗保健活动的要求。
本研究旨在通过整合统一技术接受和使用理论 (UTAUT) 和任务技术适配 (TTF) 模型来开发和实证检验一个模型,以了解消费者如何接受 HWD。
根据经过验证的测量量表设计了一份自填式问卷。使用偏最小二乘结构方程建模对 406 份有效样本进行了数据分析。
结果表明,绩效期望、努力期望、促进条件、社会影响和任务技术适配对消费者使用 HWD 的行为意愿有积极影响,共同解释了 68.0%的方差。任务和技术特征都是任务技术适配的重要决定因素,通过任务技术适配和努力期望的中介作用对行为意愿产生影响。
主要发现表明,消费者对 HWD 的接受程度受到用户感知(即绩效期望、努力期望、社会影响和促进条件)和任务技术适配的影响。为未来的研究人员和从业者提供了理论和实践意义和贡献,以增加消费者在医疗保健活动中使用 HWD 的意愿。