What does this research mean for the field?

Predictive maintenance protocols increase operational yield in industrial machinery fleets by approximately 18.2%. Novelty: ClaimNovelty.METHODOLOGICAL. Consensus alignment: ConsensusAlignment.NEUTRAL.

What question did this study set out to answer?

The study aims to create a panel-data econometric model to evaluate operational yield in industrial machinery fleets.

March 13, 2026Open Access

Methodological Evaluation and Panel-Data Estimation of Yield Improvement in Nigerian Industrial Machinery Fleets

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The study aims to create a panel-data econometric model to evaluate operational yield in industrial machinery fleets.
Evaluated fleet management systems
Specified a fixed-effects panel model
Used a unique dataset from 47 fleets
Clustered robust standard errors at the fleet level
Predictive maintenance protocols increased yield by approximately 18.2%
Technological retrofitting had a variable positive effect depending on operator skills

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Implication

This analysis quantifies yield improvement in machinery fleets, suggesting maintenance enhances productivity.

Cite This Study

Balogun et al. (2006) studied this question.

synapsesocial.com/papers/69b3ac9002a1e69014cce5ac https://doi.org/10.5281/zenodo.18970367

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Methodological Evaluation and Panel-Data Estimation of Yield Improvement in Nigerian Industrial Machinery Fleets

Key Points

Discussion

Implication

Cite This Study

Methodological Evaluation and Panel-Data Estimation of Yield Improvement in Nigerian Industrial Machinery Fleets

Key Points

Discussion

Implication

Cite This Study

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