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The study aims to evaluate the effectiveness of multilevel regression modelling in assessing efficiency within community health centre systems in Ghana.

March 13, 2026Open Access

A Multilevel Regression Analysis of Efficiency Gains in Ghanaian Community Health Centre Systems: A Methodological Evaluation

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The study aims to evaluate the effectiveness of multilevel regression modelling in assessing efficiency within community health centre systems in Ghana.
Utilized a three-level hierarchical linear model for data analysis.
Analyzed panel data from community health centres at national scale.
Accounted for clustering effects at the centre and district levels using restricted maximum likelihood estimation.
Significant variation in output measures was found at the district level (15% of total variance).
An increase in logistical readiness at the centre level correlated with a 0.23 standard deviation rise in composite service output (95% CI: 0.17 to 0.29).

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Implication

Methodological evaluation demonstrates multilevel regression's value for analyzing efficiency in health systems, suggesting improved interventions.

Cite This Study

Asante et al. (2007) studied this question.

synapsesocial.com/papers/69b3abf602a1e69014ccd49e https://doi.org/10.5281/zenodo.18953715

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Implication

Methodological evaluation demonstrates multilevel regression's value for analyzing efficiency in health systems, suggesting improved interventions.

A Multilevel Regression Analysis of Efficiency Gains in Ghanaian Community Health Centre Systems: A Methodological Evaluation

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Discussion

Implication

Cite This Study

A Multilevel Regression Analysis of Efficiency Gains in Ghanaian Community Health Centre Systems: A Methodological Evaluation

Key Points

Discussion

Implication

Cite This Study

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