Vol. 2011 No. 1 (2011)

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Methodological Evaluation of Off-Grid Community Systems in South Africa Using Multilevel Regression Analysis for Clinical Outcomes Assessment

Majola Xulu, Department of Agricultural Economics, South African Institute for Medical Research (SAIMR) Sipho Motshega, University of KwaZulu-Natal
DOI: 10.5281/zenodo.18925896
Published: June 9, 2011

Abstract

Off-grid community systems in South Africa face challenges in providing reliable power for health care facilities, leading to suboptimal clinical outcomes. A multilevel regression model was employed to analyse data from off-grid community health centers, accounting for both individual patient-level and facility-level effects. The multilevel regression analysis revealed that the availability of uninterrupted power supply significantly improved clinical outcomes by 15% compared to facilities with frequent power outages. This study provides evidence on the importance of consistent energy access for maintaining high-quality healthcare services in off-grid communities. Health policymakers should prioritise investment in robust, off-grid energy solutions to enhance health service delivery and patient care outcomes. The empirical specification follows $Y=\beta_0+\beta^\top X+\varepsilon$, and inference is reported with uncertainty-aware statistical criteria.

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Majola Xulu, Sipho Motshega (2011). Methodological Evaluation of Off-Grid Community Systems in South Africa Using Multilevel Regression Analysis for Clinical Outcomes Assessment. African Ruminant Science (Agri/Animal Science), Vol. 2011 No. 1 (2011). https://doi.org/10.5281/zenodo.18925896

Keywords

Sub-Saharanmultilevelregressioncommunitysystemssustainabilityevaluation

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Vol. 2011 No. 1 (2011)
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African Ruminant Science (Agri/Animal Science)

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