后罗伊时代的隐私观点:机器学习和推文定性分析的混合方法
Yawen Guo1, Rachael Zehrung1, Katie Genuario1
1University of California, Irvine, Irvine, CA, USA.
AMIA ... Annual Symposium proceedings. AMIA Symposium
|January 15, 2024
概括
罗伊诉韦德案的推翻引发了有关生殖权利的重大患者隐私问题. 公众的反应显示,人们担心医疗记录的保密性和未经授权的数据共享.
科学领域:
- 公共卫生 公共卫生
- 卫生法 法律 卫生法
- 数字隐私 数字隐私 数字隐私
背景情况:
- 罗伊诉韦德案的推翻加剧了围绕生殖权利和美国获得安全堕胎护理的辩论.
- 医疗保险可移植性和问责法案 (HIPAA) 和经济和临床健康健康健康信息技术法案 (HITECH) 现代化了医疗记录的可访问性,引发了新的隐私问题.
- 在生殖健康保健的背景下,患者隐私是一个关键问题,特别是随着医疗信息的数字化日益增加.
研究的目的:
- 分析公众的情绪和对患者隐私的担忧,以至于最高法院对罗伊诉韦德案的裁决.
- 调查电子健康记录可访问性对生殖健康保健隐私的影响.
- 了解公众对患者与医生的沟通中潜在的违反保密行为的反应.
主要方法:
- 采用混合方法方法,结合计算和定性内容分析.
- 分析了从2022年5月到12月的Twitter (现在是X) 帖子的大数据集.
- 分析的重点是确定与生殖保健讨论中的隐私问题相关的主题.
主要成果:
- 公众关注的广泛问题被确定,包括患者与医生信息交换的保密性.
- 关于医疗记录在没有明确患者同意的情况下被共享的可能性,发现了重大担忧.
- 该研究强调了公众对数字时代敏感健康信息安全的担忧.
结论:
- 这些发现强调了在生殖健康保健中强有力的数据隐私措施的必要性.
- 政策建议和医疗保健行业实践应优先考虑在不断变化的数字健康环境下保护患者的机密性.
- 解决公众对医疗记录隐私的担忧对于保持对生殖健康服务的信任至关重要.
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