Contreras-Sánchez Saúl Eduardo, Doubova Svetlana V, Romero-Espinal Iris, González-Garnica María Fernanda, Leslie Hannah H
Epidemiology and Health Services Research Unit CMN Siglo XXI, Mexican Institute of Social Security, Av. Cuauhtémoc 330, Col. Doctores, Mexico City, 6720, Mexico, 52 5556276900 ext 21072.
Division of Prevention Science, University of California San Francisco, San Francisco, CA, United States.
J Med Internet Res. 2025 Aug 29;27:e72215. doi: 10.2196/72215.
Successful eHealth applications require careful assessment to ensure their ease of use, usefulness, and user satisfaction. Responsive web applications are eHealth tools that operate on any internet-enabled device across all browsers. Psychometrically valid assessment tools are essential for effectively evaluating these applications, yet no validated eHealth questionnaire exists for assessing their usability and user satisfaction in Mexico.
The objective of this study is to adapt the mHealth App Usability Questionnaire (MAUQ) for responsive web application assessment in Mexico and validate adapted Mx-MAUQ content, construct validity, internal consistency, and its ability to distinguish between patient subgroups.
We conducted a psychometric validation study of Mx-MAUQ with women aged 20 to 75 diagnosed with stage I-III breast cancer who had begun neoadjuvant or adjuvant treatment within the last six weeks and used the responsive "OncoMama App" for 1 month. The study excluded women with stage IV breast cancer, illiterate women, and those with blindness, cognitive disability, or severe depression. Participants were recruited from oncology services at 4 hospitals belonging to the Mexican Institute of Social Security between August 2023 and November 2024. The study involved translating and adapting the MAUQ while evaluating its content through expert panels and cognitive interviews with women. The Mx-MAUQ construct was assessed through exploratory factor analysis (EFA), internal consistency via Cronbach α, and Mx-MAUQ's capacity to distinguish between subgroups of patients with breast cancer using the Wilcoxon rank sum test.
A total of 210 women participated, with 75.2% (n=158) aged 60 or younger and 64.3% (n=135) having high school education. The expert panel granted all Mx-MAUQ items a content validity index (CVI) above 0.7. Experts have found that the MAUQ questions are general enough to be relevant not only to mobile apps or specific medical conditions but also to a variety of digital platforms, including responsive web applications and different health conditions. The cognitive interviews revealed 3 unclear terms in the questionnaire; consequently, we defined "application interface" and changed "social settings" to "social environments" and "manage my health" to "take care of my health." EFA identified 2 factors explaining 91.6% of the variance and retaining all items. The first factor, "Ease of Use," consists of 9 items and has a Cronbach α of .94. The second factor, "Satisfaction, Usefulness, and System Information Arrangement," includes 12 items and has a Cronbach α of .97. Women with higher education levels scored significantly higher for both factors, as well as the overall Mx-MAUQ score, than those with lower educational attainment.
Mx-MAUQ showed satisfactory psychometric properties based on EFA, internal consistency, and discriminant analysis, making it a suitable tool for a comprehensive assessment of the usability of interactive web-based eHealth applications for women with breast cancer in Mexico.
成功的电子健康应用需要仔细评估,以确保其易用性、实用性和用户满意度。响应式网络应用是一种电子健康工具,可在所有浏览器上的任何联网设备上运行。心理测量有效的评估工具对于有效评估这些应用至关重要,但在墨西哥,尚无经过验证的电子健康问卷来评估其可用性和用户满意度。
本研究的目的是使移动健康应用可用性问卷(MAUQ)适用于墨西哥响应式网络应用评估,并验证改编后的Mx-MAUQ的内容、结构效度、内部一致性及其区分患者亚组的能力。
我们对年龄在20至75岁之间、被诊断为I-III期乳腺癌且在过去六周内开始新辅助或辅助治疗并使用响应式“OncoMama应用程序”1个月的女性进行了Mx-MAUQ的心理测量验证研究。该研究排除了IV期乳腺癌女性、文盲女性以及失明、认知障碍或重度抑郁症患者。2023年8月至2024年11月期间,从墨西哥社会保障局下属4家医院的肿瘤科室招募参与者。该研究包括翻译和改编MAUQ,同时通过专家小组和对女性的认知访谈来评估其内容。通过探索性因素分析(EFA)评估Mx-MAUQ结构,通过Cronbach α评估内部一致性,并使用Wilcoxon秩和检验评估Mx-MAUQ区分乳腺癌患者亚组的能力。
共有210名女性参与,其中75.2%(n = 158)年龄在60岁及以下,64.3%(n = 135)具有高中学历。专家小组给予所有Mx-MAUQ项目的内容效度指数(CVI)高于0.7。专家们发现,MAUQ问题具有足够的通用性,不仅与移动应用程序或特定医疗状况相关,而且与包括响应式网络应用程序和不同健康状况在内的各种数字平台相关。认知访谈揭示了问卷中有3个不明确的术语;因此,我们定义了“应用程序界面”,并将“社交设置”改为“社交环境”,将“管理我的健康”改为“照顾我的健康”。EFA识别出2个因素,解释了91.6%的方差并保留了所有项目。第一个因素“易用性”由9个项目组成,Cronbach α为0.94。第二个因素“满意度、实用性和系统信息安排”包括12个项目,Cronbach α为0.97。受教育程度较高的女性在这两个因素以及Mx-MAUQ总分上的得分均显著高于受教育程度较低的女性。
基于EFA、内部一致性和判别分析,Mx-MAUQ显示出令人满意的心理测量特性,使其成为全面评估墨西哥乳腺癌女性交互式基于网络的电子健康应用可用性的合适工具。