African Cyber Security Studies (Technology Focus) | 14 November 2000
Methodological Evaluation of Off-Grid Communities Systems in Nigeria Using Multilevel Regression Analysis for Cost-Effectiveness Measurement
A, h, m, e, d, A, l, i, ,, U, s, m, a, n, M, u, s, a
Abstract
The proliferation of off-grid communities in Nigeria has necessitated the development of sustainable energy solutions to address electricity shortages and enhance livelihoods. The methodology employed is a comprehensive search of academic databases for relevant studies. Studies were selected based on specific criteria and analysed using multilevel regression models to assess the cost-effectiveness of these systems. A key finding was that multilevel regression models provided robust insights into the cost-effectiveness of off-grid solutions, with a significant proportion (75%) of studies showing positive outcomes in terms of financial sustainability and community impact. The findings underscore the importance of methodological rigor in evaluating off-grid systems' effectiveness, particularly through multilevel regression analysis for accurate cost-effectiveness measurement. Future research should prioritise using standardised methodologies to ensure comparability across studies and further explore the socio-economic impacts of these systems on community development. off-grid communities, Nigeria, multilevel regression, cost-effectiveness, sustainable energy solutions Model estimation used $\hat{\theta}=argmin<em>{\theta}\sum</em>i\ell(y<em>i,f</em>\theta(x<em>i))+\lambda\lVert\theta\rVert</em>2^2$, with performance evaluated using out-of-sample error.