Department of Health Technology, Technical University of Denmark, Kongens Lyngby, Denmark.
School of Computer Science, University College Dublin, Dublin, Ireland.
J Med Internet Res. 2021 Oct 29;23(10):e31294. doi: 10.2196/31294.
Digital health research repositories propose sharing longitudinal streams of health records and personal sensing data between multiple projects and researchers. Motivated by the prospect of personalizing patient care (precision medicine), these initiatives demand broad public acceptance and large numbers of data contributors, both of which are challenging.
This study investigates public attitudes toward possibly contributing to digital health research repositories to identify factors for their acceptance and to inform future developments.
A cross-sectional online survey was conducted from March 2020 to December 2020. Because of the funded project scope and a multicenter collaboration, study recruitment targeted young adults in Denmark and Brazil, allowing an analysis of the differences between 2 very contrasting national contexts. Through closed-ended questions, the survey examined participants' willingness to share different data types, data access preferences, reasons for concern, and motivations to contribute. The survey also collected information about participants' demographics, level of interest in health topics, previous participation in health research, awareness of examples of existing research data repositories, and current attitudes about digital health research repositories. Data analysis consisted of descriptive frequency measures and statistical inferences (bivariate associations and logistic regressions).
The sample comprises 1017 respondents living in Brazil (1017/1600, 63.56%) and 583 in Denmark (583/1600, 36.44%). The demographics do not differ substantially between participants of these countries. The majority is aged between 18 and 27 years (933/1600, 58.31%), is highly educated (992/1600, 62.00%), uses smartphones (1562/1600, 97.63%), and is in good health (1407/1600, 87.94%). The analysis shows a vast majority were very motivated by helping future patients (1366/1600, 85.38%) and researchers (1253/1600, 78.31%), yet very concerned about unethical projects (1219/1600, 76.19%), profit making without consent (1096/1600, 68.50%), and cyberattacks (1055/1600, 65.94%). Participants' willingness to share data is lower when sharing personal sensing data, such as the content of calls and texts (1206/1600, 75.38%), in contrast to more traditional health research information. Only 13.44% (215/1600) find it desirable to grant data access to private companies, and most would like to stay informed about which projects use their data (1334/1600, 83.38%) and control future data access (1181/1600, 73.81%). Findings indicate that favorable attitudes toward digital health research repositories are related to a personal interest in health topics (odds ratio [OR] 1.49, 95% CI 1.10-2.02; P=.01), previous participation in health research studies (OR 1.70, 95% CI 1.24-2.35; P=.001), and awareness of examples of research repositories (OR 2.78, 95% CI 1.83-4.38; P<.001).
This study reveals essential factors for acceptance and willingness to share personal data with digital health research repositories. Implications include the importance of being more transparent about the goals and beneficiaries of research projects using and re-using data from repositories, providing participants with greater autonomy for choosing who gets access to which parts of their data, and raising public awareness of the benefits of data sharing for research. In addition, future developments should engage with and reduce risks for those unwilling to participate.
数字健康研究存储库提议在多个项目和研究人员之间共享健康记录和个人感应数据的纵向流。受个性化患者护理(精准医学)的前景的推动,这些举措需要广泛的公众接受和大量的数据贡献者,这两者都具有挑战性。
本研究调查了公众对可能向数字健康研究存储库贡献的态度,以确定其接受的因素,并为未来的发展提供信息。
2020 年 3 月至 12 月进行了一项横断面在线调查。由于资助项目的范围和多中心合作,研究招募的目标是丹麦和巴西的年轻人,允许对这两个非常不同的国家背景进行分析。通过封闭式问题,调查考察了参与者分享不同数据类型、数据访问偏好、关注原因以及贡献动机的意愿。该调查还收集了参与者的人口统计学信息、对健康主题的兴趣水平、以前参与健康研究的情况、对现有研究数据存储库的了解以及对数字健康研究存储库的当前态度。数据分析包括描述性频率测量和统计推断(双变量关联和逻辑回归)。
该样本包括来自巴西的 1017 名受访者(1017/1600,63.56%)和丹麦的 583 名受访者(583/1600,36.44%)。这些国家的参与者的人口统计学特征没有太大差异。大多数受访者年龄在 18 至 27 岁之间(933/1600,58.31%),受教育程度较高(992/1600,62.00%),使用智能手机(1562/1600,97.63%),身体健康(1407/1600,87.94%)。分析表明,绝大多数人非常有动力帮助未来的患者(1366/1600,85.38%)和研究人员(1253/1600,78.31%),但非常担心不道德的项目(1219/1600,76.19%)、未经同意获取利润(1096/1600,68.50%)和网络攻击(1055/1600,65.94%)。当分享个人感应数据(如通话和短信的内容)时,参与者分享数据的意愿较低(1206/1600,75.38%),与更传统的健康研究信息形成对比。只有 13.44%(215/1600)的人认为允许向私营公司提供数据访问是可取的,大多数人希望了解哪些项目使用他们的数据(1334/1600,83.38%)并控制未来的数据访问(1181/1600,73.81%)。调查结果表明,对数字健康研究存储库的有利态度与对健康主题的个人兴趣有关(比值比[OR]1.49,95%置信区间[CI]1.10-2.02;P=.01),以前参与健康研究研究(OR 1.70,95% CI 1.24-2.35;P=.001),以及对研究存储库示例的认识(OR 2.78,95% CI 1.83-4.38;P<.001)。
本研究揭示了接受和愿意与数字健康研究存储库共享个人数据的关键因素。其影响包括更加透明地说明使用和重新使用存储库数据的研究项目的目标和受益人的重要性,为参与者提供更大的自主权来选择谁可以访问其数据的哪些部分,并提高公众对数据共享对研究的好处的认识。此外,未来的发展应该与那些不愿意参与的人进行接触并降低风险。