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March 8, 20260 citationsOpen Access

Multilevel Regression Analysis for Evaluating Cost-Effectiveness of Regional Monitoring Networks in Ghana: An Environmental Science Perspective

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FAFerdowsi AdjeiNoguchi Memorial Institute for Medical ResearchYGYaw GyamfiNoguchi Memorial Institute for Medical ResearchKAKofi Yeboah AsareUniversity of Cape Coast

Key Points

  • To evaluate the cost-effectiveness of regional monitoring networks in Ghana using multilevel regression analysis.
  • Applied multilevel regression model to regional monitoring data
  • Analyzed regional differences (level-1) and national trends (level-2)
  • Assessed the effect of monitoring frequency on environmental outcomes
  • Monitoring frequency significantly improved environmental outcomes with a coefficient of 0.85
  • Confidence interval ranged from 0.72 to 0.98
  • Recommended prioritizing regions with higher environmental risks for better network efficiency

Abstract

Regional monitoring networks in Ghana are crucial for environmental management but their cost-effectiveness is not well understood. A multilevel regression model was applied to analyse data collected from various regions in Ghana. The model accounts for both regional differences (level-1) and national trends (level-2). The analysis revealed that monitoring frequency had a significant positive effect on environmental outcomes, with an estimated coefficient of 0. 85 (95% CI: 0. 72, 0. 98), indicating substantial improvement in cost-effectiveness. This study provides robust evidence for optimising regional monitoring networks in Ghana by adjusting the frequency and scale of monitoring activities. Based on findings, it is recommended that future network designs should prioritise regions with higher environmental risks to maximise efficiency and impact. multilevel regression, cost-effectiveness, environmental science, regional monitoring networks

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Cite This Study

Adjei et al. (2010) studied this question.

synapsesocial.com/papers/69ada892bc08abd80d5bbb80https://doi.org/10.5281/zenodo.18905431
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Methodological Evaluation of Regional Monitoring Networks in Ghana Using Multilevel Regression Analysis2001
  2. 2Methodological Assessment of Regional Monitoring Networks in Senegal Using Multilevel Regression Analysis for Cost-Efficiency Evaluation2003
  3. 3Cost-Effectiveness Analysis of Field Research Stations in Ghana Using Multilevel Regression Models2011
  4. 4Methodological Evaluation of Regional Monitoring Networks in Ghana: Quasi-experimental Design for Cost-effectiveness Assessment2001
  5. 5Methodological Evaluation of Regional Monitoring Networks in Ghana: Multilevel Regression Analysis for Risk Reduction Measurement2004