通过以用户为中心的隐私保护,打破移动心理健康系统中的数据价值-隐私悖论卡塔尔世界杯8强波胆分析:基于web的调查研究%A Zhang,Dongsong %A Lim,Jaewan %A Zhou,Lina %A Dahl,Alicia A %+北卡罗莱纳大学夏洛特分校,9201大学城大道,北卡罗来纳州夏洛特,28223-0001,美国,1 7046871893,dzhang15@uncc.edu %K移动应用程序%K心理健康%K隐私问题%K隐私保护%K手机%D 2021 %7 24.12.2021 %9原创论文%J JMIR Ment health %G英文%X背景:移动精神卫生系统(MMHS)已越来越多地开发和部署,以支持对精神障碍患者的监测、管理和干预。然而,许多这些系统依赖于智能手机或其他可穿戴设备收集的患者数据来推断患者的精神状态,这引发了隐私问题。这种价值-隐私悖论对患者采用和使用MMHS提出了重大挑战;然而,人们对它的理解有限。目的:为弥补文献空白,本研究旨在探讨患者隐私担忧的前因,以及隐私担忧对患者MMHS持续使用意愿的影响。方法:通过基于网络的调查,本研究收集了170名从在线心理健康社区和大学社区招募的MMHS经验参与者的数据。数据分析采用重复方差分析和偏最小二乘回归。结果:数据类型(P=.003)、数据阶段(P<.001)、隐私受害经历(P=.01)、隐私意识(P=.08)对隐私担忧有正向影响。 Specifically, users report higher privacy concerns for social interaction data (P=.007) and self-reported data (P=.001) than for biometrics data; privacy concerns are higher for data transmission (P=.01) and data sharing (P<.001) than for data collection. Our results also reveal that privacy concerns have an effect on attitude toward privacy protection (P=.001), which in turn affects continuous usage intention with regard to MMHS. Conclusions: This study contributes to the literature by deepening our understanding of the data value-privacy paradox in MMHS research. The findings offer practical guidelines for breaking the paradox through the design of user-centered and privacy-preserving MMHS. %M 34951604 %R 10.2196/31633 %U https://mental.www.mybigtv.com/2021/12/e31633 %U https://doi.org/10.2196/31633 %U http://www.ncbi.nlm.nih.gov/pubmed/34951604
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