月经周期跟踪应用程序:一个应用的联合医疗和数据隐私评分
Yasmin Nielsen-Tehranchian1, Veronika Strotbaum2, Monika Pobiruchin1,2
1GECKO Institute, Heilbronn University of Applied Sciences, Heilbronn, Germany.
Studies in health technology and informatics
|September 12, 2023
概括
许多月经周期应用程序收集敏感数据,但大多数应用程序缺乏强大的数据隐私和医疗准确性. 这项研究发现18个流行的循环追踪应用程序的数据最小化和医疗评分存在重大缺陷.
科学领域:
- 数字健康数字健康
- 移动健康应用 移动健康应用
- 数据 隐私 数据 隐私 数据
背景情况:
- 每个月经的人越来越多地使用移动应用程序来跟踪他们的周期.
- 这些应用程序处理大量敏感的个人健康数据.
- 人们对这些广泛使用的工具的数据隐私和医疗有效性存在担忧.
研究的目的:
- 评估当前月经周期跟踪应用程序的数据隐私和医疗标准.
- 评估这些应用程序是否符合既定的数字健康指南和评级表.
主要方法:
- 对可用的月经周期应用进行了市场分析.
- 开发了一个评分系统,整合了数字健康应用 (DiGA) 准则和移动应用评分表 (MARS).
- 使用开发的评分系统评估了18个不同的申请.
主要成果:
- 评估的应用程序获得了从0.12到0.64的最终分数,平均数据隐私分数为0.4和医疗分数为0.11.
- 只有6个申请获得了医疗标准的得分,这表明临床有效性存在重大差距.
- 一个主要的发现是缺乏数据最小化,89%的应用程序请求不必要的权限.
结论:
- 目前的月经周期应用程序在数据隐私和医疗准确性方面都有显著的缺陷.
- 对于改善数据最小化实践和加强医疗验证在健康应用中至关重要.
- 需要进一步开发,以确保循环应用程序提供安全可靠的健康信息.
更多相关视频
15:00Setup of Consumer Wearable Devices for Exposure and Health Monitoring in Population Studies
Published on: February 3, 2023
2.5K
05:51Assessing the Accuracy of Fitness Smartwatch Data for Cardiovascular and Physical Activity Monitoring: A Validation Study in Digital Health
Published on: February 21, 2025
547
相关概念视频
Hormonal Regulation of the Menstrual Cycle
430
The ovarian cycle regulates endometrial changes throughout a single menstrual cycle via the coordinated action of gonadotrophin-releasing hormone (GnRH) and gonadotrophins.
At puberty, GnRH begins a pulsatile release pattern, which triggers the anterior pituitary gland to secrete follicle-stimulating hormone (FSH) and luteinizing hormone (LH). The frequency and amplitude of GnRH pulses vary across the menstrual cycle, with faster pulses favoring LH release and slower pulses favoring FSH...
At puberty, GnRH begins a pulsatile release pattern, which triggers the anterior pituitary gland to secrete follicle-stimulating hormone (FSH) and luteinizing hormone (LH). The frequency and amplitude of GnRH pulses vary across the menstrual cycle, with faster pulses favoring LH release and slower pulses favoring FSH...
430
The Menstrual Cycle
886
The menstrual cycle is a recurrent sequence of changes in the uterine endometrium, specifically its functional layer, the stratum functionalis. This cycle prepares the uterus for potential pregnancy. This cycle typically spans 21–35 days, averaging 28 days, and aligns with the ovarian cycle, regulated by fluctuating levels of ovarian hormones, primarily estrogen and progesterone.
The menstrual phase occurs from days 1 to 5 and involves the shedding of the stratum functionalis, as a...
The menstrual phase occurs from days 1 to 5 and involves the shedding of the stratum functionalis, as a...
886
