What does this research mean for the field?

Operational costs of community health centers in Kenya are projected to increase by 15% over the next five years, highlighting the need for proactive cost management strategies. Novelty: ClaimNovelty.NOVEL_FINDING. Consensus alignment: ConsensusAlignment.NEUTRAL.

What question did this study set out to answer?

This research aims to evaluate the cost-effectiveness of community health centers in Kenya over time using forecasting methods.

March 8, 2026Open Access

Time-Series Forecasting Model for Cost-Effectiveness Evaluation of Community Health Centres in Kenya

Key Points

This research aims to evaluate the cost-effectiveness of community health centers in Kenya over time using forecasting methods.
Utilized a mixed-methods approach combining quantitative financial records and qualitative feedback.
Employed linear regression models for analyzing cost-effectiveness.
Forecasted trends in operational costs over a five-year period.
Identified a 15% increase in operational costs of community health centers over the study period.
Forecasting indicated a continuing upward trend in costs, necessitating proactive cost management.
Recommended strategies include evidence-based intervention programs and quality improvement initiatives.

Abstract

Community health centers (CHCs) play a crucial role in healthcare delivery in Kenya, but their cost-effectiveness over time remains underexplored. A mixed-methods approach was employed, integrating quantitative data from financial records with qualitative feedback to forecast future trends in CHC operations. The study utilised a linear regression model for cost-effectiveness analysis. The time-series forecasting revealed an increasing trend in the operational costs of CHCs over the five-year period (-), with a proportion increase of 15% compared to previous years. The study concludes that while there is a need for sustained investment and policy support, proactive cost management strategies can mitigate these increasing operational costs. Stakeholders are recommended to implement evidence-based intervention programmes and to engage in continuous quality improvement initiatives to enhance the efficiency of CHCs. Treatment effect was estimated with logit (pᵢ) =₀+^ Xᵢ, and uncertainty reported using confidence-interval based inference.

Time-Series Forecasting Model for Cost-Effectiveness Evaluation of Community Health Centres in Kenya

Key Points

Abstract

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