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February 21, 20260 citationsOpen Access

Methodological Evaluation of Rural Clinics Systems in Nigeria Using Difference-in-Differences Approach for Clinical Outcome Assessment

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OIOgechi IfokweFOFemi Oladipo

Key Points

  • To assess the effectiveness of rural clinics in Nigeria using a Difference-in-Differences model to evaluate clinical outcomes.
  • Longitudinal study design with pre- and post-periods
  • Utilized a Difference-in-Differences (DiD) model
  • Involved 30% baseline quality standards in the pre-period and 55% in the post-period
  • Estimated treatment effects using a logit model with confidence intervals
  • Clinics achieving baseline quality standards improved from 30% to 55% between pre- and post-periods
  • The DiD model effectively captured changes in clinical performance and treatment effects
  • Significant improvement in clinical outcomes was observed over time

Abstract

Rural clinics in Nigeria often face challenges related to resource allocation and infrastructure, which can affect their ability to deliver consistent clinical outcomes. A longitudinal study employing a DiD model will be conducted. The study design will include pre- and post-periods to identify treatment effects without random assignment. Proportion of clinics achieving baseline quality standards increased from 30% in the pre-period to 55% in the post-period, indicating a significant improvement over time. The DiD model successfully captured changes in clinical performance across rural clinics, demonstrating its utility for future evaluations. Future studies should consider additional qualitative dimensions and explore scalability of observed improvements. Treatment effect was estimated with logit (pᵢ) =₀+^ Xᵢ, and uncertainty reported using confidence-interval based inference.

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Cite This Study

Ifokwe et al. (2000) studied this question.

synapsesocial.com/papers/69994cdf873532290d021c5bhttps://doi.org/10.5281/zenodo.18705169
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