Nina Zadushlivy, Rizwana Biviji, Karmen S Williams
{"title":"生殖健康app数据隐私政策及用户风险探析:定性内容分析","authors":"Nina Zadushlivy, Rizwana Biviji, Karmen S Williams","doi":"10.2196/51517","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Mobile health apps often require the collection of identifiable information. Subsequently, this places users at significant risk of privacy breaches when the data are misused or not adequately stored and secured. These issues are especially concerning for users of reproductive health apps in the United States as protection of sensitive user information is affected by shifting governmental regulations such as the overruling of Roe v Wade and varying state-level abortion laws. Limited studies have analyzed the data privacy policies of these apps and considered the safety issues associated with a lack of user transparency and protection.</p><p><strong>Objective: </strong>This study aimed to evaluate popular reproductive health apps, assess their individual privacy policies, analyze federal and state data privacy laws governing these apps in the United States and the European Union (EU), and recommend best practices for users and app developers to ensure user data safety.</p><p><strong>Methods: </strong>In total, 4 popular reproductive health apps-Clue, Flo, Period Tracker by GP Apps, and Stardust-as identified from multiple web sources were selected through convenience sampling. This selection ensured equal representation of apps based in the United States and the EU, facilitating a comparative analysis of data safety practices under differing privacy laws. A qualitative content analysis of the apps and a review of the literature on data use policies, governmental data privacy regulations, and best practices for mobile app data privacy were conducted between January 2023 and July 2023. The apps were downloaded and systematically evaluated using the Transparency, Health Content, Excellent Technical Content, Security/Privacy, Usability, Subjective (THESIS) evaluation tool to assess their privacy and security practices.</p><p><strong>Results: </strong>The overall privacy and security scores for the EU-based apps, Clue and Flo, were both 3.5 of 5. In contrast, the US-based apps, Period Tracker by GP Apps and Stardust, received scores of 2 and 4.5, respectively. Major concerns regarding privacy and data security primarily involved the apps' use of IP address tracking and the involvement of third parties for advertising and marketing purposes, as well as the potential misuse of data.</p><p><strong>Conclusions: </strong>Currently, user expectations for data privacy in reproductive health apps are not being met. Despite stricter privacy policies, particularly with state-specific adaptations, apps must be transparent about data storage and third-party sharing even if just for marketing or analytical purposes. Given the sensitivity of reproductive health data and recent state restrictions on abortion, apps should minimize data collection, exceed encryption and anonymization standards, and reduce IP address tracking to better protect users.</p>","PeriodicalId":16337,"journal":{"name":"Journal of Medical Internet Research","volume":"27 ","pages":"e51517"},"PeriodicalIF":6.0000,"publicationDate":"2025-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11923453/pdf/","citationCount":"0","resultStr":"{\"title\":\"Exploration of Reproductive Health Apps' Data Privacy Policies and the Risks Posed to Users: Qualitative Content Analysis.\",\"authors\":\"Nina Zadushlivy, Rizwana Biviji, Karmen S Williams\",\"doi\":\"10.2196/51517\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Mobile health apps often require the collection of identifiable information. Subsequently, this places users at significant risk of privacy breaches when the data are misused or not adequately stored and secured. These issues are especially concerning for users of reproductive health apps in the United States as protection of sensitive user information is affected by shifting governmental regulations such as the overruling of Roe v Wade and varying state-level abortion laws. Limited studies have analyzed the data privacy policies of these apps and considered the safety issues associated with a lack of user transparency and protection.</p><p><strong>Objective: </strong>This study aimed to evaluate popular reproductive health apps, assess their individual privacy policies, analyze federal and state data privacy laws governing these apps in the United States and the European Union (EU), and recommend best practices for users and app developers to ensure user data safety.</p><p><strong>Methods: </strong>In total, 4 popular reproductive health apps-Clue, Flo, Period Tracker by GP Apps, and Stardust-as identified from multiple web sources were selected through convenience sampling. This selection ensured equal representation of apps based in the United States and the EU, facilitating a comparative analysis of data safety practices under differing privacy laws. A qualitative content analysis of the apps and a review of the literature on data use policies, governmental data privacy regulations, and best practices for mobile app data privacy were conducted between January 2023 and July 2023. The apps were downloaded and systematically evaluated using the Transparency, Health Content, Excellent Technical Content, Security/Privacy, Usability, Subjective (THESIS) evaluation tool to assess their privacy and security practices.</p><p><strong>Results: </strong>The overall privacy and security scores for the EU-based apps, Clue and Flo, were both 3.5 of 5. In contrast, the US-based apps, Period Tracker by GP Apps and Stardust, received scores of 2 and 4.5, respectively. Major concerns regarding privacy and data security primarily involved the apps' use of IP address tracking and the involvement of third parties for advertising and marketing purposes, as well as the potential misuse of data.</p><p><strong>Conclusions: </strong>Currently, user expectations for data privacy in reproductive health apps are not being met. Despite stricter privacy policies, particularly with state-specific adaptations, apps must be transparent about data storage and third-party sharing even if just for marketing or analytical purposes. Given the sensitivity of reproductive health data and recent state restrictions on abortion, apps should minimize data collection, exceed encryption and anonymization standards, and reduce IP address tracking to better protect users.</p>\",\"PeriodicalId\":16337,\"journal\":{\"name\":\"Journal of Medical Internet Research\",\"volume\":\"27 \",\"pages\":\"e51517\"},\"PeriodicalIF\":6.0000,\"publicationDate\":\"2025-03-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11923453/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Medical Internet Research\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.2196/51517\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"HEALTH CARE SCIENCES & SERVICES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Medical Internet Research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.2196/51517","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"HEALTH CARE SCIENCES & SERVICES","Score":null,"Total":0}
引用次数: 0
摘要
背景:移动健康应用程序通常需要收集可识别信息。随后,当数据被滥用或没有充分存储和保护时,这将使用户面临严重的隐私泄露风险。这些问题对美国生殖健康应用程序的用户来说尤其令人担忧,因为敏感用户信息的保护受到政府法规变化的影响,比如罗伊诉韦德案(Roe v Wade)的判决被推翻,以及各州堕胎法的变化。有限的研究分析了这些应用程序的数据隐私政策,并考虑了与缺乏用户透明度和保护相关的安全问题。目的:本研究旨在评估流行的生殖健康应用程序,评估其个人隐私政策,分析美国和欧盟(EU)管辖这些应用程序的联邦和州数据隐私法,并为用户和应用程序开发者推荐最佳实践,以确保用户数据安全。方法:采用方便抽样的方法,从多个网络资源中筛选出4款流行的生殖健康应用:clue、Flo、GP app的月经追踪器和stardust。这一选择确保了美国和欧盟应用程序的平等代表性,促进了不同隐私法下数据安全实践的比较分析。在2023年1月至2023年7月期间,对应用程序进行了定性内容分析,并回顾了有关数据使用政策、政府数据隐私法规和移动应用程序数据隐私最佳实践的文献。研究人员下载了这些应用程序,并使用透明度、健康内容、优秀技术内容、安全/隐私、可用性、主观(THESIS)评估工具对其隐私和安全实践进行了系统评估。结果:欧盟应用Clue和Flo在隐私和安全方面的总体得分均为3.5分(满分5分)。相比之下,美国的应用程序GP apps和Stardust分别获得了2分和4.5分。关于隐私和数据安全的主要担忧主要涉及应用程序使用IP地址跟踪和第三方参与广告和营销目的,以及潜在的数据滥用。结论:目前,用户对生殖健康应用中数据隐私的期望并没有得到满足。尽管有更严格的隐私政策,特别是针对特定国家的调整,但应用程序必须对数据存储和第三方共享保持透明,即使只是出于营销或分析目的。考虑到生殖健康数据的敏感性和最近国家对堕胎的限制,应用程序应该尽量减少数据收集,超过加密和匿名化标准,减少IP地址跟踪,以更好地保护用户。
Exploration of Reproductive Health Apps' Data Privacy Policies and the Risks Posed to Users: Qualitative Content Analysis.
Background: Mobile health apps often require the collection of identifiable information. Subsequently, this places users at significant risk of privacy breaches when the data are misused or not adequately stored and secured. These issues are especially concerning for users of reproductive health apps in the United States as protection of sensitive user information is affected by shifting governmental regulations such as the overruling of Roe v Wade and varying state-level abortion laws. Limited studies have analyzed the data privacy policies of these apps and considered the safety issues associated with a lack of user transparency and protection.
Objective: This study aimed to evaluate popular reproductive health apps, assess their individual privacy policies, analyze federal and state data privacy laws governing these apps in the United States and the European Union (EU), and recommend best practices for users and app developers to ensure user data safety.
Methods: In total, 4 popular reproductive health apps-Clue, Flo, Period Tracker by GP Apps, and Stardust-as identified from multiple web sources were selected through convenience sampling. This selection ensured equal representation of apps based in the United States and the EU, facilitating a comparative analysis of data safety practices under differing privacy laws. A qualitative content analysis of the apps and a review of the literature on data use policies, governmental data privacy regulations, and best practices for mobile app data privacy were conducted between January 2023 and July 2023. The apps were downloaded and systematically evaluated using the Transparency, Health Content, Excellent Technical Content, Security/Privacy, Usability, Subjective (THESIS) evaluation tool to assess their privacy and security practices.
Results: The overall privacy and security scores for the EU-based apps, Clue and Flo, were both 3.5 of 5. In contrast, the US-based apps, Period Tracker by GP Apps and Stardust, received scores of 2 and 4.5, respectively. Major concerns regarding privacy and data security primarily involved the apps' use of IP address tracking and the involvement of third parties for advertising and marketing purposes, as well as the potential misuse of data.
Conclusions: Currently, user expectations for data privacy in reproductive health apps are not being met. Despite stricter privacy policies, particularly with state-specific adaptations, apps must be transparent about data storage and third-party sharing even if just for marketing or analytical purposes. Given the sensitivity of reproductive health data and recent state restrictions on abortion, apps should minimize data collection, exceed encryption and anonymization standards, and reduce IP address tracking to better protect users.
期刊介绍:
The Journal of Medical Internet Research (JMIR) is a highly respected publication in the field of health informatics and health services. With a founding date in 1999, JMIR has been a pioneer in the field for over two decades.
As a leader in the industry, the journal focuses on digital health, data science, health informatics, and emerging technologies for health, medicine, and biomedical research. It is recognized as a top publication in these disciplines, ranking in the first quartile (Q1) by Impact Factor.
Notably, JMIR holds the prestigious position of being ranked #1 on Google Scholar within the "Medical Informatics" discipline.