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The aim is to assess operational challenges in industrial machinery fleet systems in Ethiopia using multilevel regression analysis.

February 23, 2026Open Access

Methodological Assessment of Industrial Machinery Fleet Systems in Ethiopia Through Multilevel Regression Analysis

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Multilevel regression analysis shows risk reduction in machinery fleets in Ethiopia, highlighting the need for maintenance protocols.

The aim is to assess operational challenges in industrial machinery fleet systems in Ethiopia using multilevel regression analysis.
Multilevel regression model applied to national and regional data
Analysis of operational risks reduction due to maintenance protocols
Modelled maintenance outcome using specified regression formula
Significant reduction in operational risks (p < 0.05) observed
Insights into effective risk mitigation strategies gathered
Recommendations for standardised maintenance and operator training proposed

Berhe et al. (2000) studied this question.

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