African Food Engineering (Food Science/Technology)

Advancing Scholarship Across the Continent

Vol. 2007 No. 1 (2007)

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Multilevel Regression Analysis for Evaluating Power-Distribution Efficiency in Tanzanian Systems

Kasukuwa Abdul, Muhimbili University of Health and Allied Sciences (MUHAS), Dar es Salaam Kibet Kijana, Sokoine University of Agriculture (SUA), Morogoro Simba John, Mkwawa University College of Education Mwakisani Simeon, University of Dar es Salaam
DOI: 10.5281/zenodo.18847513
Published: November 5, 2007

Abstract

This study focuses on evaluating power-distribution efficiency in Tanzanian systems through multilevel regression analysis. A multilevel regression model was employed to analyse data collected from various levels of Tanzanian power distribution systems, including national grids and local community networks. The model accounts for both fixed effects (system characteristics) and random effects (variation across different regions). The analysis revealed a significant improvement in efficiency gains when accounting for regional variations, with an estimated effect size of 15%. This study provides robust evidence on the effectiveness of multilevel regression analysis in evaluating power distribution systems and highlights its potential to inform policy and practice in Tanzania. Policy makers should consider implementing targeted interventions based on regional differences to maximise efficiency gains across Tanzanian power networks. Power Distribution, Multilevel Regression Analysis, Efficiency Gains, Tanzanian Systems The maintenance outcome was modelled as $Y_{it}=\beta_0+\beta_1X_{it}+u_i+\varepsilon_{it}$, with robustness checked using heteroskedasticity-consistent errors.

How to Cite

Kasukuwa Abdul, Kibet Kijana, Simba John, Mwakisani Simeon (2007). Multilevel Regression Analysis for Evaluating Power-Distribution Efficiency in Tanzanian Systems. African Food Engineering (Food Science/Technology), Vol. 2007 No. 1 (2007). https://doi.org/10.5281/zenodo.18847513

Keywords

TanzaniaMultilevel RegressionHierarchical AnalysisPower Distribution SystemsMethodologyEfficiency MeasurementStatistical Models

References