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The research assesses how industrial machinery fleets impact yield improvement in Kenya.

March 15, 2026Open Access

Methodological Evaluation of Industrial Machinery Fleets in Kenya using Panel Data Estimation for Yield Improvement Assessment

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Analysis using panel data shows fleet management strategies enhance productivity in Kenya, indicating effective maintenance is crucial.

The research assesses how industrial machinery fleets impact yield improvement in Kenya.
Analysed panel data from five years of industrial machinery operations in Kenya
Employed a fixed effects model to evaluate the effects of machine types and usage on yield
Investigated the relationship between maintenance practices and productivity outcomes
75% of fleet operations had a positive correlation with higher yield
20% of yield variance was attributed to maintenance lapses
Highlighted the need for improved fleet management and consistent maintenance practices

Muthambi et al. (2013) studied this question.

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