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Dot生育应用程序在13个周期内的完美使用和典型使用效果:一项前瞻性避孕效果试验的结果

Perfect- and typical-use effectiveness of the Dot fertility app over 13 cycles: results from a prospective contraceptive effectiveness trial.

作者信息

Jennings Victoria, Haile Liya T, Simmons Rebecca G, Spieler Jeff, Shattuck Dominick

机构信息

a Institute for Reproductive Health , Georgetown University , Washington , DC , USA.

b Department of Obstetrics and Gynecology , University of Utah , Salt Lake City , UT , USA.

出版信息

Eur J Contracept Reprod Health Care. 2019 Apr;24(2):148-153. doi: 10.1080/13625187.2019.1581164. Epub 2019 Mar 18.

Abstract

OBJECTIVE

Dynamic Optimal Timing (Dot) is a smartphone application (app) that estimates the menstrual cycle fertile window based on the user's menstrual period start dates. Dot uses machine learning to adapt to cycles over time and informs users of 'low' and 'high' fertility days. We investigated Dot's effectiveness, calculating perfect- and typical-use failure rates.

METHODS

This prospective, 13 cycle observational study (ClinicalTrials.gov NCT02833922) followed 718 women who were using Dot to prevent pregnancy. Participants contributed 6616 cycles between February 2017 and October 2018, providing data on menstrual period start dates, daily sexual activity and prospective intent to prevent pregnancy. We determined pregnancy through participant-administered urine pregnancy tests and/or written or verbal confirmation. We calculated perfect- and typical-use failure rates using multi-censoring, single-decrement life-table analysis, and conducted sensitivity, attrition and survival analyses.

RESULTS

The perfect-use failure rate was calculated to be 1.0% (95% confidence interval [CI]: 0.9%, 2.9%) and the typical-use failure rate was 5.0% (95% CI: 3.4%, 6.6%) for women aged 18-39 (n = 718). Survival analyses identified no significant differences among age or racial/ethnic groups or women in different types of relationships. Attrition analyses revealed no significant sociodemographic differences, except in age, between women completing 13 cycles and those exiting the study earlier.

CONCLUSION

Dot's effectiveness is within the range of other user-initiated contraceptive methods.

摘要

目的

动态最佳时机(Dot)是一款智能手机应用程序,可根据用户月经开始日期估算月经周期的易孕期。Dot利用机器学习随时间适应周期变化,并告知用户“低”和“高”生育力天数。我们调查了Dot的有效性,计算了完美使用和典型使用失败率。

方法

这项前瞻性的、为期13个周期的观察性研究(ClinicalTrials.gov标识符:NCT02833922)跟踪了718名使用Dot避孕的女性。参与者在2017年2月至2018年10月期间提供了6616个周期的数据,包括月经开始日期、日常性活动以及预防怀孕的预期意图。我们通过参与者自行进行的尿液妊娠试验和/或书面或口头确认来确定是否怀孕。我们使用多重删失、单减寿命表分析计算完美使用和典型使用失败率,并进行了敏感性、失访和生存分析。

结果

18 - 39岁女性(n = 718)的完美使用失败率计算为1.0%(95%置信区间[CI]:0.9%,2.9%),典型使用失败率为5.0%(95% CI:3.4%,6.6%)。生存分析表明,年龄、种族/族裔群体或不同关系类型的女性之间没有显著差异。失访分析显示,完成13个周期的女性与提前退出研究的女性之间,除年龄外,在社会人口统计学方面没有显著差异。

结论

Dot的有效性在其他用户自主使用的避孕方法范围内。

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