PulseExploreJournal ClubDebatesTrendingResearchersJournals
Instagram
HomeExploreJournal ClubTrending
Synapse
⌘+K
Synapse
February 28, 20260 citationsOpen Access

Time-Series Forecasting Model for Evaluating Community Health Centre Systems in Ghana: A Methodological Assessment

View Full Paper
KAKofi AbabuAAAmma Agyeiwa

Key Points

  • This research aims to assess community health centre performance in Ghana using a time-series forecasting model.
  • Conducted a comprehensive literature review on community health centres in Ghana.
  • Employed ARIMA models for time-series forecasting using historical data from selected health centres.
  • Analyzed the upward trend in patient consultations over five years.
  • Observed a consistent average increase of 5.2% per annum in patient consultations.
  • Demonstrated the effectiveness of forecasting models for evaluating community health centre systems.
  • Highlighted the need for continuous monitoring and adjustments based on forecasted outcomes.

Abstract

Community health centres in Ghana are pivotal to the national healthcare system, yet their performance metrics can be challenging to evaluate due to variability and dynamic changes. A comprehensive review of existing literature on community health centres in Ghana was conducted. A time-series forecasting approach, incorporating ARIMA (AutoRegressive Integrated Moving Average) models, was employed to forecast system performance based on historical data from selected health centres. The analysis revealed a consistent upward trend in the number of patient consultations over five years, with an average increase of 5. 2% per annum. This study provides evidence for the effectiveness and reliability of community health centre systems in Ghana through robust forecasting models that can inform policy decisions. Further research should focus on evaluating model accuracy across different regions to ensure generalizability, while continuous monitoring is essential for timely adjustments based on forecasted outcomes. Community Health Centres, Time Series Forecasting, ARIMA Model, Healthcare System Reliability, Ghana Treatment effect was estimated with logit (pᵢ) =₀+^ Xᵢ, and uncertainty reported using confidence-interval based inference.

Ask AI
Helpful
Bookmark
Share
View Full Paper

Cite This Study

Ababu et al. (2004) studied this question.

synapsesocial.com/papers/69a286c90a974eb0d3c020dbhttps://doi.org/10.5281/zenodo.18780528
Ask AI
Helpful
Bookmark
Share
View Full Paper