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February 28, 20260 citationsOpen Access

Methodological Evaluation of Off-Grid Communities Systems in Kenya: A Multilevel Regression Analysis for Yield Improvement Assessment

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EMEphraim Kiprono Mutua

Key Points

  • This research aims to evaluate the performance of renewable energy systems in off-grid communities in Kenya using a multilevel regression analysis.
  • Applied a multilevel regression model
  • Analyzed individual household-level data
  • Considered community-level factors influencing system performance
  • Utilized uncertainty-aware statistical criteria for inference
  • Integration of individual and collective strategies significantly boosts system performance
  • Findings warrant further empirical research for validation

Abstract

In recent years, off-grid communities in Kenya have adopted various renewable energy systems to meet their electricity needs. A multilevel regression model will be utilised, accounting for both individual household-level data and community-level factors that influence system performance. This methodological approach provides a robust framework for assessing and enhancing the efficiency of off-grid renewable energy systems in Kenyan communities. The findings suggest that integrating both individual and collective strategies can significantly boost system performance, warranting further empirical research to validate these insights. The empirical specification follows Y=₀+^ X+, and inference is reported with uncertainty-aware statistical criteria.

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Cite This Study

Ephraim Kiprono Mutua (2004) studied this question.

synapsesocial.com/papers/69a287350a974eb0d3c02c01https://doi.org/10.5281/zenodo.18793502
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