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Reproducibility package for Minimum Wage In Ukraine: Estimating The Impacts Of Alternative Reform Options

2026
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Reference ID
RR_UKR_2026_625
DOI
https://doi.org/10.60572/h6ja-0608
Author(s)
Maddalena Honorati, Gordon Betcherman, Martin Moessinger
Metadata
JSON
Created on
May 21, 2026
Last modified
May 21, 2026
  • Project Description
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  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Citation
  • Overview

    Abstract

    This paper presents an analysis of the impacts of a Government’s of Ukraine proposal for setting a minimum wage floor equal to 40 percent of the previous year's average wage once the war and martial law are over, and rising by two percentage points annually until reaching 50 percent of the previous year's average wage. The analysis is forward-looking, forecasting how the proposed reform would affect employment, earnings, and social contributions. The analysis draws on a 10 percent random sample of 2023 worker level data from the Pension Fund of Ukraine, covering all jobs with pension contributions in the private sector and non-military public sector. We find that nearly one-quarter of jobs had reported earnings at or below the official minimum wage and another 13 percent just above the minimum wage. Women and young workers were disproportionately represented among low-wage earners, and wholesale and retail trade was the dominant low-wage sector. Simulation results indicate that by the end of the five-year transition period the minimum wage would be 45 percent above the level it would have reached if adjusted only for wage inflation. Projected job losses remain modest (0.51%–1.03%), while total earnings increase by up to 3.24%. The effect on social contributions and taxes would be the same as the effect on earnings as in Ukraine they are a fixed percentage of earnings. A counterfactual simulation using observed 2023 data confirms these findings. In both scenarios, wage gains for low-wage workers outweigh employment losses, consistent with the labor shortages currently reported across the Ukrainian economy. The paper concludes with recommendations on minimum wage-setting procedures, including the need for robust institutional frameworks, meaningful social dialogue, and improved technical oversight.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/catalog/564/download/1652/README.pdf
    Reproducibility package for Minimum Wage In Ukraine: Estimating The Impacts Of Alternative Reform Options
    File name
    RR_UKR_2026_625
    Zip package
    RR_UKR_2026_625.zip
    Title
    Reproducibility package for Minimum Wage In Ukraine: Estimating The Impacts Of Alternative Reform Options
    Date
    2026-04
    Dependencies
    Stata dependencies are listed in the ado folder.
    Instructions
    See README in reproducibility package.
    Notes
    Computational reproducibility verified by Development Impact (DECDI) Analytics team, World Bank.
    Source code repository
    Repository name URI
    Reproducible Research Repository (World Bank) https://reproducibility.worldbank.org
    Software
    Stata
    Name
    Stata
    Version
    19.5 MP

    Reproducibility

    Technology environment

    Paper exhibits were reproduced on a computer with the following specifications:
    • OS: Windows 11 Enterprise
    • Processor: Intel(R) Xeon(R) Gold 5218 CPU @ 2.30GHz (2.30 GHz) (2 processors)
    • Memory available: 8.15 GB
    • Software version: Stata 19.5 MP

    Technology requirements

    Run time: ~15 minutes

    Reproduction instructions

    To reproduce the findings in this paper, a replicator must:

    1. Secure Access to Data: Access the datasets not included in the package. See the Datasets section for more details.
    2. Run the Package: Update the user number in line 21 and working directory in line 25 of the do-file Ukraine Minimum Wage Simulations Master, and run it.

    Since all the original data cannot be redistributed, the package includes the outputs produced by the authors, which can be used to review the results presented in the paper.

    Data

    Datasets
    Administrative data from the Pension Fund of Ukraine (2021-2023)
    Name
    Administrative data from the Pension Fund of Ukraine (2021-2023)
    Note
    Source: Pension Fund of Ukraine, Ministry of Labor and Social Policy, Government of Ukraine. The dataset covers the contribution history of persons who are subject to social security contributions in 2021, 2022, and 2023. The file Codebook PFU Data.xlsx provides a list of all variables used in the study. A potential replicator should request the data from the Pension Fund of Ukraine (https://mvs.gov.ua/en/for_citizens/korisni-posilannya/pensiinii-fond-ukrayini), specifying the required variables and the intended use of the data.
    Access policy
    Data access was granted directly to the study authors by the data owners/managers. It was obtained with a custom data license that does not allow for redistribution, and it is not included in the reproducibility package.
    License
    Custom License
    Citation
    Pension Fund of Ukraine, Ministry of Labor and Social Policy, Government of Ukraine. Administrative data from the Pension Fund of Ukraine (2021-2023) [dataset]. Unpublished data. Accessed September 2025.
    Data statement

    All data is restricted and has not been included in the reproducibility package. For more details, please refer to the README file.

    Description

    Output
    Minimum Wage In Ukraine: Estimating The Impacts Of Alternative Reform Options
    Type
    Working Paper
    Title
    Minimum Wage In Ukraine: Estimating The Impacts Of Alternative Reform Options
    Authors
    Gordon Betcherman, Maddalena Honorati and Martin Moessinger
    Description
    Policy Research Working Papers (PRWP)
    Authors
    Author Affiliation Email
    Maddalena Honorati World Bank mhonorati@worldbank.org
    Gordon Betcherman University of Ottawa Gordon.Betcherman@uottawa.ca
    Martin Moessinger World Bank mmoessinger@worldbank.org
    Date of production

    2026-04-14

    Scope and coverage

    Geographic locations
    Location Code
    Ukraine UKR
    Keywords
    Minimum Wage Labor Markets Wages Contributions Ukraine
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    E24 Employment • Unemployment • Wages • Intergenerational Income Distribution • Aggregate Human Capital • Aggregate Labor Productivity E2 Journal of Economic Literature (JEL)
    J31 Wage Level and Structure • Wage Differentials J3 Journal of Economic Literature (JEL)
    J38 Public Policy J3 Journal of Economic Literature (JEL)
    J46 Informal Labor Markets J4 Journal of Economic Literature (JEL)
    J48 Public Policy J4 Journal of Economic Literature (JEL)
    J8 Labor Standards: National and International J Journal of Economic Literature (JEL)
    O1 Economic Development O Journal of Economic Literature (JEL)

    Disclaimer

    Disclaimer

    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.

    Access and rights

    License
    Name URI
    MIT License https://opensource.org/license/mit
    World Bank IGO Rider https://github.com/worldbank/metadata-editor/blob/main/WB-IGO-RIDER.md

    Contacts

    Contacts
    Name Affiliation Email
    Maddalena Honorati World Bank mhonorati@worldbank.org
    Reproducibility WBG World Bank reproducibility@worldbank.org

    Information on metadata

    Producers
    Name Abbreviation Affiliation Role
    Reproducibility WBG DECDI World Bank - Development Impact Department Verification and preparation of metadata
    Date of Production

    2026-04-14

    Document version

    1

    Citation

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