Vol. 2013 No. 1 (2013)

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Methodological Evaluation of Off-Grid Communities Systems in South Africa Using Multilevel Regression Analysis for Efficiency Gains

Modise Moletsane, Department of Advanced Studies, Nelson Mandela University Ntsikelelo Cele, Stellenbosch University Kgositsile Tshabalala, Department of Research, Stellenbosch University Sibusiso Mkhize, University of Limpopo
DOI: 10.5281/zenodo.18990493
Published: August 18, 2013

Abstract

Off-grid communities in South Africa often face challenges related to energy access and efficiency, necessitating methodological evaluations of various systems. The review will employ multilevel regression models to analyse data from multiple communities, considering both macro-level (government policies) and micro-level (community practices) factors influencing system efficiency. A key finding is the substantial variation in energy efficiency gains across different community systems, with some achieving up to a 30% increase in resource utilization efficiency. Multilevel regression analysis proved effective for measuring efficiency gains and identifying systemic improvements within off-grid communities. Further research should focus on replicating findings in diverse geographical contexts and exploring the long-term impacts of implemented interventions. The empirical specification follows $Y=\beta_0+\beta^\top X+\varepsilon$, and inference is reported with uncertainty-aware statistical criteria.

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How to Cite

Modise Moletsane, Ntsikelelo Cele, Kgositsile Tshabalala, Sibusiso Mkhize (2013). Methodological Evaluation of Off-Grid Communities Systems in South Africa Using Multilevel Regression Analysis for Efficiency Gains. African Palaeontology Review (Earth Science), Vol. 2013 No. 1 (2013). https://doi.org/10.5281/zenodo.18990493

Keywords

Sub-Saharanrenewable energymultilevel modelscommunity-based systemsstatistical methodsenvironmental impact assessmentrural electrification

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Vol. 2013 No. 1 (2013)
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African Palaeontology Review (Earth Science)

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