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February 24, 20260 citationsOpen Access

Mobile Health App Adoption and Effectiveness in Postpartum Depression Screening Among Rural Kenyan Mothers,

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OMOndiepi MwathiNGNyambura GitongaKNKamau Ngugi

Key Points

  • This research aims to evaluate the adoption and effectiveness of a mobile health app for screening postpartum depression among rural Kenyan mothers.
  • Mixed-methods approach using surveys and interviews
  • Sample of 150 rural mothers
  • Assessment of app usage patterns over two months
  • Evaluation of PPD diagnosis accuracy through app
  • Average daily app usage rate was 72%
  • 85% of mothers were correctly diagnosed with PPD using the app
  • Indicated moderate accuracy in PPD detection
  • Demonstrated promise for improved screening access among rural mothers

Abstract

Postpartum depression (PPD) is a significant health issue affecting rural Kenyan mothers, with limited access to screening tools and resources. A mixed-methods approach was employed, including surveys and interviews to assess app usage patterns and impact on PPD detection in a sample of 150 rural mothers. Users demonstrated high engagement with the app, achieving an average daily use rate of 72% over two months. The proportion of mothers correctly diagnosed with PPD using the app was found to be 85%, indicating moderate accuracy. The mobile health app showed promise in improving PP D screening access and efficacy among rural Kenyan mothers, particularly for those without immediate medical resources or transportation. Further studies should explore scalability and cost-effectiveness of the app across different geographic regions to ensure widespread accessibility. Postpartum depression, mobile health app, rural Kenya, user engagement, screening effectiveness Treatment effect was estimated with logit (pᵢ) =₀+^ Xᵢ, and uncertainty reported using confidence-interval based inference.

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Cite This Study

Mwathi et al. (2001) studied this question.

synapsesocial.com/papers/699d3fc8de8e28729cf647d1https://doi.org/10.5281/zenodo.18731657
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