Minimum wages are an essential component of a country's social protection system, aiming to protect vulnerable workers and reduce poverty and wage inequality. Yet, there are risks associated with poor minimum wage design. Higher minimum wages may result in higher earnings for affected workers but fewer job opportunities for others, including the demographic groups they are intended to help, such as those with very low wages and skills and youth, so ex-ante evaluation of potential employment, wage, and distributional impacts is needed. Over the last decade, Romania experienced significant real growth in the minimum wage and a rising minimum-to-median wage ratio. However, when looking at minimum living standards, our analysis shows that the statutory minimum wage is higher than the minimum living wage needed to cover a consumption food basket but not enough to include non-food components. Our microsimulation results using administrative tax data show that tying minimum wage to inflation or the minimum living wage could lead to a slight short-term wage increase for some workers but may cause job loss in the long run, especially for younger workers. The minimum wage increase could have varying impacts across regions and sectors, with the accommodation and food services sector and those living in the Suceava NUTS3 region having the highest proportion of affected employees. Moreover, male employees tend to be more affected than their female counterparts.
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Reproducible Research Repository (World Bank) | https://reproducibility.worldbank.org |
Paper exhibits were produced on a computer with the following specifications:
Runtime: 6 hours
The reproduction of this package was conducted remotely due to data confidentiality. The authors executed the code and generated intermediate data, code outputs, and logs, which were provided to the reviewers for verification of the results against the paper exhibits. No data is included in the reproducibility package due to access restrictions. Replicators interested in reproducing the results must obtain the datasets directly from their sources (see Data section). However, currently, there are no agreements to obtain the Romanian tax authority data utilized in this package, making it challenging for replicators to access this particular portion of the data. Without these data, not all the exhibits will be reproducible. For more information on how to reproduce specific exhibits, replicators are encouraged to consult the reproducibility report and code included in this reproducibility package. For questions, replicators should contact Monica Robayo-Abril at mrobayo@worldbank.org.
All datasets used are restricted and not included in the reproducibility package.
Author | Affiliation | |
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Monica Robayo-Abril | World Bank | mrobayo@worldbank.org |
Madalina Zamfir | Romanian Ministry of Finance | madalina.zamfir@mfinante.gov.ro |
Marcin Wroński | World Bank and SGH Warsaw School of Economics | mwronski@worldbank.org |
2024-05
Location | Code |
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Romania | ROU |
The materials in the reproducibility packages are distributed as they were prepared by the staff of the International Bank for Reconstruction and Development/The World Bank. The findings, interpretations, and conclusions expressed in this event do not necessarily reflect the views of the World Bank, the Executive Directors of the World Bank, or the governments they represent. The World Bank does not guarantee the accuracy of the materials included in the reproducibility package.
Name | URI |
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Modified BSD3 | https://opensource.org/license/bsd-3-clause/ |
Name | Affiliation | |
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Monica Robayo-Abril | World Bank | mrobayo@worldbank.org |
Reproducibility WBG | World Bank | reproducibility@worldbank.org |