Contraceptive Outcomes of the Natural Cycles Birth Control App: A Study of Canadian Women
Benhar, E.; van Lamsweerde, A.; Berglund Scherwitzl, E.; Krauss, K.; Scherwitzl, R.
Show abstract
ObjectiveThis study aimed to investigate the key demographics and evaluate the real-world contraceptive failure and continuation rates of the Natural Cycles app in a cohort of women from Canada. MethodsThis was a real-world, prospective cohort study. Demographics were assessed via in-app questionnaires. Contraceptive failure rates in typical and perfect use were calculated using the 13-cycle cumulative pregnancy probability (Kaplan-Meier survival analysis) and the one-year Pearl Index (PI). One-year continuation rates were estimated through survival analysis. ResultsThe study included 8 798 women who contributed an average of 9.2 months of data, amounting to a total of 7 063 woman-years of exposure. The average user was 27.3 years old, had a body mass index of 24.6, and reported being in a stable relationship. With typical use, the app demonstrated a 13-cycle cumulative pregnancy probability of 4.8 [95% CI: 4.3, 5.4] and a Pearl Index of 4.3 [95% CI: 3.9, 4.8]. Under perfect use, the contraceptive failure rate was 2.3 [95% CI: 0.7, 3.9] for life table analysis and 1.7 [95% CI: 0.5, 2.8] for the 1-year PI. The contraceptive methods continuation rate after one year was 62.4%. ConclusionsThe data presented in this study offer valuable insights into the cohort of women using the Natural Cycles app in Canada and provide country-specific effectiveness estimates. The apps contraceptive effectiveness aligns with previously published data on Natural Cycles.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Assessing the accuracy of a digital symptom checker tool for suggestion of reproductive health conditions: a clinical vignettes study 93%
- Smartphone Apps for Cannabis Cessation: Quality Assessment and Content Analysis 90%
- Improving Heart disease risk through quality-focused diet logging: pre-post study of a diet quality tracking app 90%
Similar papers in this journal
- Measurement of changes to the menstrual cycle: A transdisciplinary systematic review evaluating measure quality and utility for clinical trials 94%
- Uptake of Intrauterine Contraception after Medical Management of First Trimester Incomplete Abortion: A Cross-sectional study in central Uganda 94%
- Assessing the relationship between menstrual products and reproductive and urogenital tract infections (RUTIs): a systematic review evaluating the evidence and recommendations for future research 92%
Similar papers in this journal
- Digital Health Technologies for Accessing Contraceptive Services among Young People in Sub-Saharan Africa: A Scoping Review Protocol 93%
- Defining Destigmatizing Design Guidelines for Use in Sexual Health-Related Digital Technologies: A Delphi Study 93%
- Developing contents for a digital drug adherence tool with reminder cues and personalized feedback: a formative mixed-methods study among children and adolescents living with HIV in Tanzania 92%
Similar papers in this journal
- Positive deviance for promoting dual-method contraceptive use among women in Uganda: a cluster randomized controlled trial 94%
- Improving experience of medical abortion at home in a changing therapeutic, technological and regulatory landscape: a realist review 93%
- A community-engaged mHealth intervention to increase uptake of HIV Pre-Exposure Prophylaxis (PrEP) among gay, bisexual and other men who have sex with men in China: Study protocol for a pilot randomized controlled trial 93%
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.