Clue by BioWink GmbH, Adalberstrasse 7-8, 10999, Berlin, Germany.
University of Amsterdam, Amsterdam, Netherlands.
BMC Womens Health. 2023 Apr 11;23(1):170. doi: 10.1186/s12905-023-02312-4.
Heavy menstrual bleeding (HMB) is associated with impaired quality of life and may signal serious health problems. Unresolved challenges in measuring menstrual bleeding and identifying HMB have hampered research and clinical care. Self-reported bleeding histories are commonly used but these may be influenced by recall bias, personal beliefs regarding "normal" flow volume, and the experience of other physical symptoms or disruptions to daily life. The potential usefulness of menstrual-tracking mobile applications, which allow real-time user-entered data recording, for assessing HMB has not been studied. We evaluated recall bias in reported period duration, the relationship of tracked period duration and daily flow volume to subsequently reported period heaviness, variation in quality of life associated with increasing period heaviness, and the advantages and limitations of using app-tracked data for clinical and research purposes.
An online questionnaire was distributed to current users of Clue, a commercially available menstrual health tracking app, asking them to characterize their last period. We compared responses to the user's corresponding Clue app-tracked data. The study sample comprised 6546 U.S.-based users (aged 18-45 years).
Increasing reported heaviness was associated with increasing app-tracked period length and days of heavy flow, impaired quality-of-life (especially body pain severity), and disrupted activities. Of those reporting having had a heavy/very heavy period, ~ 18% had not tracked any heavy flow, but their period length and quality-of-life indicators were similar to those who had tracked heavy flow. Sexual/romantic activities were the most affected across all flow volumes. Compared to app-tracked data, 44% recalled their exact period length; 83% recalled within ± 1 day. Overestimation was more common than underestimation. However, those with longer app-tracked periods were more likely to underestimate period length by ≥ 2 days, a pattern which could contribute to under-diagnosis of HMB.
Period heaviness is a complex construct that encapsulates flow volume and, for many, several other bleeding-associated experiences (period length, bodily impairments, disruptions of daily activities). Even very precise flow volume assessments cannot capture the multi-faceted nature of HMB as experienced by the individual. Real-time app-tracking facilitates quick daily recording of several aspects of bleeding-associated experiences. This more reliable and detailed characterization of bleeding patterns and experiences can potentially increase understanding of menstrual bleeding variability and, if needed, help to guide treatment.
月经过多(HMB)与生活质量受损有关,并且可能表明存在严重的健康问题。在测量月经出血和识别 HMB 方面存在未解决的挑战,这阻碍了研究和临床护理的发展。自我报告的出血史通常被使用,但这些可能会受到回忆偏差、个人对“正常”流量的看法、以及其他身体症状或日常生活中断的影响。尚未研究允许实时用户输入数据记录的月经跟踪移动应用程序对于评估 HMB 的潜在有用性。我们评估了报告的经期持续时间中的回忆偏差、跟踪的经期持续时间和每日流量与随后报告的经期出血量之间的关系、与经期出血量增加相关的生活质量变化、以及使用应用程序跟踪数据进行临床和研究目的的优缺点。
向 Clue(一种市售的月经健康跟踪应用程序)的当前用户分发在线问卷,要求他们描述自己的最后一次月经。我们将回答与用户的相应 Clue 应用程序跟踪数据进行比较。该研究样本包括 6546 名美国用户(年龄 18-45 岁)。
报告的经血量增加与应用程序跟踪的经期长度和重度出血天数增加、生活质量受损(尤其是身体疼痛严重程度)以及活动中断有关。在报告有大量/非常大量出血的人中,约有 18%的人没有跟踪任何重度出血,但他们的经期长度和生活质量指标与跟踪重度出血的人相似。所有流量中,性/浪漫活动受影响最大。与应用程序跟踪数据相比,44%的人准确回忆了他们的经期长度;83%的人回忆在±1 天之内。高估比低估更常见。然而,那些经期长度较长的人更有可能低估经期长度≥2 天,这种模式可能导致 HMB 的诊断不足。
经血量是一个复杂的概念,它包含了流量量,并且对许多人来说,还包括其他与出血相关的体验(经期长度、身体损伤、日常生活活动的中断)。即使是非常精确的流量量评估也无法捕捉到个体经历的 HMB 的多方面性质。实时应用程序跟踪促进了与出血相关的体验的几个方面的快速日常记录。这种对出血模式和体验的更可靠和详细的描述可能有助于增加对月经出血变异性的理解,如果需要,还可以帮助指导治疗。