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The study evaluates frameworks for assessing manufacturing systems and aims to estimate their adoption rates.

March 13, 2026Open Access

Methodological Evaluation and Panel-Data Estimation of Manufacturing Systems Adoption in Rwanda, 2000–2026

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Panel-data methodology estimates adoption rates of manufacturing systems in Rwanda, suggesting improved tracking methods.

The study evaluates frameworks for assessing manufacturing systems and aims to estimate their adoption rates.
Constructed a longitudinal dataset from a census of medium and large manufacturing plants.
Employed a fixed-effects panel regression model to assess adoption status over time.
Utilized robust standard errors clustered at the plant level for inference.
Identified significant biases in traditional survey measurement tools.
Estimated a positive, significant time trend in adoption with an average annual increase of 7 percentage points.
Found plant size and export orientation as major factors influencing adoption.

Niyonzima et al. (2006) studied this question.

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