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 perfectand 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 perfectand 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.
Dot fertility app contraceptive effectiveness trial, Dynamic Optimal Timing smartphone app fertile window, fertility awareness app perfect typical use failure rates, Jennings Dot app machine learning menstrual cycle prediction, prospective contraceptive effectiveness study life table analysis, digital fertility awareness based method pregnancy prevention, smartphone app fertile window estimation cycle tracking, typical use failure rate fertility app 13 cycles, menstrual cycle length variability algorithm contraception, user-initiated contraceptive method effectiveness comparison, mobile health technology family planning effectiveness
PMID 30880509 30880509 DOI 10.1080/13625187.2019.1581164 10.1080/13625187.2019.1581164
Cite this article
Jennings, V., Haile, L. T., Simmons, R. G., Spieler, J., & Shattuck, D. (2019). Perfect- and typical-use effectiveness of the Dot fertility app over 13 cycles: results from a prospective contraceptive effectiveness trial. *The European journal of contraception & reproductive health care : the official journal of the European Society of Contraception*, *24*(2), 148-153. https://doi.org/10.1080/13625187.2019.1581164
Jennings V, Haile LT, Simmons RG, Spieler J, Shattuck D. Perfect- and typical-use effectiveness of the Dot fertility app over 13 cycles: results from a prospective contraceptive effectiveness trial. Eur J Contracept Reprod Health Care. 2019;24(2):148-153. doi:10.1080/13625187.2019.1581164
Jennings, V., et al. "Perfect- and typical-use effectiveness of the Dot fertility app over 13 cycles: results from a prospective contraceptive effectiveness trial." *The European journal of contraception & reproductive health care : the official journal of the European Society of Contraception*, vol. 24, no. 2, 2019, pp. 148-153.
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Fertility Awareness > Digital Tools > Mobile ApplicationsFertility Awareness > Methods > Fertile Window IdentificationBody Literacy > Cycle Tracking > Digital Platforms