Woulfe Fionn, Fadahunsi Kayode Philip, O'Grady Michael, Chirambo Griphin Baxter, Mawkin Mala, Majeed Azeem, Smith Simon, Henn Patrick, O'Donoghue John
School of Medicine, University College Cork, Cork, Ireland.
Department of Primary Care and Public Health, Imperial College London, London, United Kingdom.
JMIR Form Res. 2022 Aug 19;6(8):e36912. doi: 10.2196/36912.
Over 325,000 mobile health (mHealth) apps are available to download across various app stores. However, quality assurance in this field of medicine remains relatively undefined. Globally, around 84% of the population have access to mobile broadband networks. Given the potential for mHealth app use in health promotion and disease prevention, their role in patient care worldwide is ever apparent. Quality assurance regulations both nationally and internationally will take time to develop. Frameworks such as the Mobile App Rating Scale and Enlight Suite have demonstrated potential for use in the interim. However, these frameworks require adaptation to be suitable for international use.
This study aims to modify the Enlight Suite, a comprehensive app quality assessment methodology, to improve its applicability internationally and to assess the preliminary validity and reliability of this modified tool in practice.
A two-round Delphi study involving 7 international mHealth experts with varied backgrounds in health, technology, and clinical psychology was conducted to modify the Enlight Suite for international use and to improve its content validity. The Modified Enlight Suite (MES) was then used by 800 health care professionals and health care students in Ireland to assess a COVID-19 tracker app in an online survey. The reliability of the MES was assessed using Cronbach alpha, while the construct validity was evaluated using confirmatory factor analysis.
The final version of the MES has 7 sections with 32 evaluating items. Of these items, 5 were novel and based on consensus for inclusion by Delphi panel members. The MES has satisfactory reliability with a Cronbach alpha score of .925. The subscales also demonstrated acceptable internal consistency. Similarly, the confirmatory factor analysis demonstrated a positive and significant factor loading for all 32 items in the MES with a modestly acceptable model fit, thus indicating the construct validity of the MES.
The Enlight Suite was modified to improve its international relevance to app quality assessment by introducing new items relating to cultural appropriateness, accessibility, and readability of mHealth app content. This study indicates both the reliability and validity of the MES for assessing the quality of mHealth apps in a high-income country, with further studies being planned to extrapolate these findings to low- and middle-income countries.
在各个应用商店中,可供下载的移动健康(mHealth)应用程序超过32.5万个。然而,这一医学领域的质量保证仍相对不明确。在全球范围内,约84%的人口可以使用移动宽带网络。鉴于mHealth应用程序在健康促进和疾病预防方面的潜力,它们在全球患者护理中的作用日益明显。国家和国际层面的质量保证法规都需要时间来制定。诸如移动应用评分量表和Enlight套件等框架已显示出在过渡期间的使用潜力。然而,这些框架需要进行调整以适合国际使用。
本研究旨在修改Enlight套件(一种全面的应用程序质量评估方法),以提高其在国际上的适用性,并评估这种修改后的工具在实践中的初步有效性和可靠性。
开展了一项两轮德尔菲研究,邀请了7位在健康、技术和临床心理学方面背景各异的国际mHealth专家,对Enlight套件进行修改以用于国际用途,并提高其内容效度。然后,爱尔兰的800名医护人员和医学生使用修改后的Enlight套件(MES)在一项在线调查中评估一款新冠病毒追踪应用程序。使用克朗巴哈系数评估MES的可靠性,同时使用验证性因子分析评估结构效度。
MES的最终版本有7个部分,共32个评估项目。其中5个项目是新的,是德尔菲小组成员达成共识后纳入的。MES具有令人满意的可靠性,克朗巴哈系数得分为0.925。各子量表也显示出可接受的内部一致性。同样,验证性因子分析表明MES中所有32个项目的因子载荷均为正向且显著,模型拟合度尚可接受,从而表明了MES的结构效度。
通过引入与mHealth应用程序内容的文化适宜性、可及性和可读性相关的新项目,对Enlight套件进行了修改,以提高其在应用程序质量评估方面的国际相关性。本研究表明了MES在高收入国家评估mHealth应用程序质量方面的可靠性和有效性,后续还计划开展进一步研究,将这些结果推广到低收入和中等收入国家。