Department of Health Systems Management, School of Health Sciences, Ariel University, Ariel, Israel.
Department of Economics and Business Administration, Ariel University, Ariel, Israel.
J Med Internet Res. 2024 Sep 30;26:e55350. doi: 10.2196/55350.
Health maintenance organization-mobile health (HMO-mHealth) services have a direct impact on patients' daily lives, and HMOs regularly expand their range of mHealth services. HMO-mHealth apps are saving HMOs time and money, as services are becoming more accessible to patients. However, the willingness to use mHealth apps depends on user perception. Although mHealth apps can change the relationship dynamic between HMOs and patients, patients prefer to use them to facilitate face-to-face interactions rather than replace them.
This study aims to examine the extent to which Israeli adults prefer adopting health care services using HMO-mHealth as a replacement for face-to-face interaction.
Israeli adults aged ≥18 years completed an electronic questionnaire. Data were collected from December 2020 to February 2021. All services in the main HMO-mHealth apps of the 4 Israeli HMOs were mapped. The 29 health care services used in this study were identical in all 4 HMO-mHealth apps in Israel. The association between sociodemographic characteristics and health condition with preference for HMO-mHealth or face-to-face interaction was analyzed separately for each health service by using a logistic model.
A total of 6321 respondents completed the questionnaire (female: 4296/6321, 68%; male: 2025/6321, 32%). Approximately 80.9% (5115/6321) to 88.2% (5578/6321) of the respondents preferred using HMO-mHealth apps for administrative matters. However, 55.3% (3498/6321), 52.2% (3301/6321), and 46.9% (2969/6321) preferred face-to-face meetings for the initial medical diagnosis, medical treatment, and medical diagnosis results, respectively. Seven main variables were found to be associated with HMO-mHealth adoption, including gender, age, education, marital status, religious affiliation, and subjective health condition. Female respondents were more likely than male respondents to prefer HMO-mHealth apps for administrative matters and face-to-face interaction for personal medical diagnosis and treatment (odds ratio [OR] 0.74, 95% CI 0.67-0.83; P<.001 and OR 0.82, 95% CI 0.74-0.92; P<.001, respectively). Married individuals preferred using HMO-mHealth apps over face-to-face meetings for a new medical diagnosis (OR 1.31, 95% CI 1.15-1.49; P<.001) or treatment (OR 1.34, 95% CI 1.18-1.52; P<.001). Improved health perception was associated with higher preference for HMO-mHealth apps across all health care services in this study (OR 1.11, 95% CI 1.02-1.22; P<.02 to OR 1.38, 95% CI 1.25-1.53; P<.001). No significant association was found between the presence of a chronic disease and the preferred mode of interaction for most services.
HMO-mHealth is proving to be a robust and efficient tool for health care service delivery. However, there are barriers that affect vulnerable populations when adopting HMO-mHealth. Therefore, it is important to tailor HMO-mHealth apps for older adults, the chronically ill, and minorities in society, as these groups have a greater need for these services. Future studies should focus on identifying the barriers that affect the utilization of HMO-mHealth in these groups.
健康维护组织-移动健康 (HMO-mHealth) 服务直接影响患者的日常生活,HMO 定期扩大其 mHealth 服务范围。HMO-mHealth 应用程序正在为 HMO 节省时间和金钱,因为服务对患者来说变得更加便捷。然而,使用 mHealth 应用程序的意愿取决于用户的感知。尽管 mHealth 应用程序可以改变 HMO 与患者之间的关系动态,但患者更愿意使用它们来促进面对面的互动,而不是取代它们。
本研究旨在考察以色列成年人更倾向于采用 HMO-mHealth 作为面对面互动替代的医疗保健服务的程度。
年龄在 18 岁及以上的以色列成年人完成了一份电子问卷。数据于 2020 年 12 月至 2021 年 2 月期间收集。将以色列 4 家 HMO 的主要 HMO-mHealth 应用中的所有服务进行了映射。本研究使用的 29 项健康服务在以色列的所有 4 个 HMO-mHealth 应用中都是相同的。分别使用逻辑模型分析了每个健康服务的社会人口统计学特征和健康状况与 HMO-mHealth 或面对面互动偏好之间的关联。
共有 6321 名受访者完成了问卷(女性:4296/6321,68%;男性:2025/6321,32%)。大约 80.9%(5115/6321)至 88.2%(5578/6321)的受访者更喜欢使用 HMO-mHealth 应用程序处理行政事务。然而,55.3%(3498/6321)、52.2%(3301/6321)和 46.9%(2969/6321)分别更喜欢面对面会议进行初始医疗诊断、医疗治疗和医疗诊断结果。发现 7 个主要变量与 HMO-mHealth 的采用相关,包括性别、年龄、教育、婚姻状况、宗教信仰和主观健康状况。与男性受访者相比,女性受访者更倾向于选择 HMO-mHealth 应用程序处理行政事务,而更喜欢面对面互动进行个人医疗诊断和治疗(优势比 [OR] 0.74,95%置信区间 [CI] 0.67-0.83;P<.001 和 OR 0.82,95% CI 0.74-0.92;P<.001)。已婚人士更喜欢使用 HMO-mHealth 应用程序而不是面对面会议进行新的医疗诊断(OR 1.31,95% CI 1.15-1.49;P<.001)或治疗(OR 1.34,95% CI 1.18-1.52;P<.001)。改善健康感知与所有健康服务中对 HMO-mHealth 应用程序的更高偏好相关(OR 1.11,95% CI 1.02-1.22;P<.02 至 OR 1.38,95% CI 1.25-1.53;P<.001)。大多数服务中,慢性疾病的存在与首选互动模式之间没有显著关联。
HMO-mHealth 被证明是一种强大且高效的医疗保健服务交付工具。然而,在采用 HMO-mHealth 时,存在影响弱势群体的障碍。因此,为老年人、慢性病患者和社会中的少数群体量身定制 HMO-mHealth 应用程序非常重要,因为这些群体对这些服务的需求更大。未来的研究应重点确定影响这些群体使用 HMO-mHealth 的障碍。