Breil Bernhard, Salewski Christel, Apolinário-Hagen Jennifer
Faculty of Health Care, Hochschule Niederrhein, University of Applied Sciences, Krefeld, Germany.
Department of Health Psychology, Faculty of Psychology, University of Hagen, Hagen, Germany.
JMIR Cardio. 2022 Jan 6;6(1):e31617. doi: 10.2196/31617.
High blood pressure or hypertension is a vastly prevalent chronic condition among adults that can, if not appropriately treated, contribute to several life-threatening secondary diseases and events, such as stroke. In addition to first-line medication, self-management in daily life is crucial for tertiary prevention and can be supported by mobile health apps, including medication reminders. However, the prescription of medical apps is a relatively novel approach. There is limited information regarding the determinants of acceptance of such mobile health (mHealth) apps among patients as potential users and physicians as impending prescribers in direct comparison.
The present study aims to investigate the determinants of the acceptance of health apps (in terms of intention to use) among patients for personal use and physicians for clinical use in German-speaking countries. Moreover, we assessed patients' preferences regarding different delivery modes for self-care service (face-to-face services, apps, etc).
Based on an extended model of the unified theory of acceptance and use of technology (UTAUT2), we performed a web-based cross-sectional survey to explore the acceptance of mHealth apps for self-management of hypertension among patients and physicians in Germany. In addition to UTAUT2 variables, we measured self-reported self-efficacy, eHealth literacy, previous experiences with health apps, perceived threat to privacy, and protection motivation as additional determinants of mHealth acceptance. Data from 163 patients and 46 physicians were analyzed using hierarchical regression and mediation analyses.
As expected, a significant influence of the unified theory of acceptance and use of technology (UTAUT) predictors on intentions to use hypertension apps was confirmed, especially for performance expectancy. Intention to use was moderate in patients (mean 3.5; SD 1.1; range 1-5) and physicians (mean 3.4, SD 0.9), and did not differ between both groups. Among patients, a higher degree of self-reported self-efficacy and protection motivation contributed to an increased explained variance in acceptance with R=0.09, whereas eHealth literacy was identified as exerting a positive influence on physicians (increased R=0.10). Furthermore, our findings indicated mediating effects of performance expectancy on the acceptance among patients but not among physicians.
In summary, this study has identified performance expectancy as the most important determinant of the acceptance of mHealth apps for self-management of hypertension among patients and physicians. Concerning patients, we also identified mediating effects of performance expectancy on the relationships between effort expectancy and social influence and the acceptance of apps. Self-efficacy and protection motivation also contributed to an increase in the explained variance in app acceptance among patients, whereas eHealth literacy was a predictor in physicians. Our findings on additional determinants of the acceptance of health apps may help tailor educational material and self-management interventions to the needs and preferences of prospective users of hypertension apps in future research.
高血压是成年人中极为常见的慢性疾病,如果得不到妥善治疗,可能会引发多种危及生命的继发性疾病和事件,如中风。除了一线药物治疗外,日常生活中的自我管理对于三级预防至关重要,移动健康应用程序(包括用药提醒)可为其提供支持。然而,开具医疗应用程序的处方是一种相对新颖的方法。在直接比较中,关于患者(作为潜在用户)和医生(作为即将开具处方者)接受此类移动健康(mHealth)应用程序的决定因素的信息有限。
本研究旨在调查德语国家患者个人使用和医生临床使用健康应用程序(就使用意愿而言)的接受决定因素。此外,我们评估了患者对不同自我护理服务提供方式(面对面服务、应用程序等)的偏好。
基于技术接受与使用统一理论(UTAUT2)的扩展模型,我们进行了一项基于网络的横断面调查,以探讨德国患者和医生对用于高血压自我管理的移动健康应用程序的接受情况。除了UTAUT2变量外,我们还测量了自我报告的自我效能感、电子健康素养、以前使用健康应用程序的经验、感知到的隐私威胁以及保护动机,作为移动健康接受的额外决定因素。使用分层回归和中介分析对163名患者和46名医生的数据进行了分析。
正如预期的那样,技术接受与使用统一理论(UTAUT)预测因素对使用高血压应用程序的意愿有显著影响,尤其是对绩效期望。患者(平均3.5;标准差1.1;范围1 - 5)和医生(平均3.4,标准差0.9)的使用意愿中等,两组之间没有差异。在患者中,较高程度的自我报告自我效能感和保护动机导致接受度的解释方差增加,R = 0.09,而电子健康素养被确定对医生有积极影响(R增加 = 0.10)。此外,我们的研究结果表明绩效期望在患者接受度方面有中介作用,但在医生中没有。
总之,本研究确定绩效期望是患者和医生接受用于高血压自我管理的移动健康应用程序的最重要决定因素。关于患者,我们还确定了绩效期望在努力期望与社会影响以及应用程序接受度之间关系中的中介作用。自我效能感和保护动机也导致患者应用程序接受度的解释方差增加,而电子健康素养是医生的一个预测因素。我们关于健康应用程序接受度其他决定因素的研究结果可能有助于在未来研究中根据高血压应用程序潜在用户的需求和偏好调整教育材料和自我管理干预措施。