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February 22, 20260 citationsOpen Access

Methodological Evaluation of Manufacturing Plants Systems in Ghana Using Difference-in-Differences Approach

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QOQuahtoah OforiYBYaw Boachie

Key Points

  • The research aims to assess the adoption and effectiveness of manufacturing plant systems in Ghana over time.
  • Utilized a difference-in-differences (DiD) model for analysis
  • Monitored performance changes before and after the intervention
  • Compared participating plants with a control group that did not adopt new systems
  • Applied statistical modeling for robustness checks of errors
  • Found a 15% increase in productivity among plants using the new systems compared to controls
  • Suggested significant improvements in operational efficiency in Ghana's manufacturing sector

Abstract

This study examines the adoption rates of manufacturing plants systems in Ghana by evaluating their performance over time. A difference-in-differences (DiD) model will be employed to measure changes in the performance of plants before and after the introduction of new systems, comparing them with a control group that did not receive the intervention. The DiD analysis reveals an increase in productivity by 15% among participating plants compared to the control group over the study period. The findings suggest that the new manufacturing plant systems have significantly improved operational efficiency in Ghana, though further research is needed to understand long-term sustainability and scalability. Ghana should consider replicating this model for other sectors to enhance productivity and competitiveness. The maintenance outcome was modelled as Y₈ₓ=₀+₁X₈ₓ+uᵢ+₈ₓ, with robustness checked using heteroskedasticity-consistent errors.

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Cite This Study

Ofori et al. (2000) studied this question.

synapsesocial.com/papers/699a9dcd482488d673cd3ef1https://doi.org/10.5281/zenodo.18715146
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