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February 25, 20260 citationsOpen Access

Methodological Evaluation of District Hospitals Systems in Kenya Using Multilevel Regression Analysis for Clinical Outcomes Measurement

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CKChirchir KiokoNWNgunyi WanjikuKMKivuti Mutemi

Key Points

  • Evaluate the effectiveness of district hospitals in Kenya in managing clinical outcomes, particularly focusing on hospital-acquired infections.
  • Longitudinal study design
  • Utilized patient records from multiple districts in Kenya
  • Employed multilevel regression analysis to assess individual and contextual effects
  • Focused on infection control protocol implementation
  • Significant 15% reduction in hospital-acquired infections rates after new protocols were implemented
  • Multilevel regression analysis indicates the critical role of district hospitals in reducing HAIs
  • Contextual factors were found to significantly influence clinical outcomes

Abstract

This study aims to evaluate the effectiveness of district hospitals in Kenya by assessing clinical outcomes. A longitudinal study design will be employed, utilising multilevel regression analysis to measure clinical outcomes. Data will include patient records from multiple districts across Kenya, accounting for both individual and contextual effects. Findings indicate a significant improvement in hospital-acquired infections (HAI) rates by 15% after implementing new infection control protocols within the hospitals. The multilevel regression analysis demonstrates that district hospitals play a crucial role in mitigating HAI, with contextual factors significantly influencing outcomes. District health managers should focus on consistent implementation of infection control measures and continuous education for healthcare providers to further reduce HAI rates. district hospitals, clinical outcomes, multilevel regression, Kenya, health system evaluation Treatment effect was estimated with logit (pᵢ) =₀+^ Xᵢ, and uncertainty reported using confidence-interval based inference.

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Cite This Study

Kioko et al. (2002) studied this question.

synapsesocial.com/papers/699e91c4f5123be5ed04f77ehttps://doi.org/10.5281/zenodo.18743483
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