Department of Social Sciences, Institute for Research on Socio-Economic Inequality, University of Luxembourg, Belval Campus, 4366, Esch-sur-Alzette, Luxembourg.
Department of Public Health, University of Liège, Liège, Belgium.
BMC Med Inform Decis Mak. 2021 Jan 13;21(1):18. doi: 10.1186/s12911-020-01383-9.
Access to and use of digital technology are more common among people of more advantaged socioeconomic status. These differences might be due to lack of interest, not having physical access or having lower intentions to use this technology. By integrating the digital divide approach and the User Acceptance of Information Technology (UTAUT) model, this study aims to further our understanding of socioeconomic factors and the mechanisms linked to different stages in the use of Personal Health Records (PHR): desire, intentions and physical access to PHR.
A cross-sectional online and in-person survey was undertaken in the areas of Lorraine (France), Luxembourg, Rhineland-Palatinate and Saarland (Germany), and Wallonia (Belgium). Exploratory factor analysis was performed to group items derived from the UTAUT model. We applied linear and logistic regressions controlling for country-level heterogeneity, health and demographic factors.
A total of 829 individuals aged over 18 completed the questionnaire. Socioeconomic inequalities were present in the access to and use of PHR. Education and income played a significant role in individuals' desire to access their PHR. Being older than 65 years, and migrant, were negatively associated with desire to access PHR. An income gradient was found in having physical access to PHR, while for the subgroup of respondents who expressed desire to have access, higher educational level was positively associated with intentions to regularly use PHR. In fully adjusted models testing the contribution of UTAUT-derived factors, individuals who perceived PHRs to be useful and had the necessary digital skills were more inclined to use their PHR regularly. Social influence, support and lack of anxiety in using technology were strong predictors of regular PHR use.
The findings highlight the importance of considering all stages in PHR use: desire to access, physical access and intention to regularly use PHRs, while paying special attention to migrants and people with less advantaged socioeconomic backgrounds who may feel financial constraints and are not able to exploit the potential of PHRs. As PHR use is expected to come with health benefits, facilitating access and regular use for those less inclined could reduce health inequalities and advance health equity.
在社会经济地位较高的人群中,获取和使用数字技术更为常见。这些差异可能是由于缺乏兴趣、无法获得物理访问权限或使用该技术的意图较低所致。本研究通过整合数字鸿沟方法和信息技术用户接受模型(UTAUT),旨在进一步了解社会经济因素与个人健康记录(PHR)使用的不同阶段相关的机制:对 PHR 的渴望、意图和物理访问。
在洛林(法国)、卢森堡、莱茵兰-普法尔茨和萨尔州(德国)以及瓦隆尼亚(比利时)地区进行了横断面在线和现场调查。对源自 UTAUT 模型的项目进行了探索性因素分析。我们应用了线性和逻辑回归,控制了国家层面的异质性、健康和人口统计学因素。
共有 829 名 18 岁以上的人完成了问卷。在获取和使用 PHR 方面存在社会经济不平等。教育和收入在个人获取 PHR 的愿望方面起着重要作用。年龄大于 65 岁和移民与获取 PHR 的愿望呈负相关。在获得 PHR 的物理访问方面存在收入梯度,而对于表达获取愿望的受访者亚组,较高的教育水平与定期使用 PHR 的意愿呈正相关。在测试 UTAUT 衍生因素贡献的完全调整模型中,认为 PHR 有用且具备必要数字技能的个体更倾向于定期使用其 PHR。社会影响、支持和使用技术时缺乏焦虑是定期使用 PHR 的有力预测因素。
研究结果强调了考虑 PHR 使用的所有阶段的重要性:访问 PHR 的愿望、物理访问和定期使用 PHR 的意图,同时特别关注移民和社会经济背景较差的人,他们可能感到经济拮据,无法利用 PHR 的潜力。由于预计 PHR 的使用将带来健康益处,为那些不太倾向于使用 PHR 的人提供便利访问和定期使用的机会,可以减少健康不平等,推进健康公平。