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Seeing Beyond the Trees: Using Machine Learning to Estimate the Impact of Minimum Wages on Labor Market Outcomes

Citations

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Cited by:

  1. Andrea Mattozzi & Samuel Nocito & Francesco Sobbrio, 2022. "Fact-Checking Politicians," CESifo Working Paper Series 10122, CESifo.
  2. Alzate, David & Carranza, Eliana & Duran-Franch, Joana & Packard, Truman & Proffen, Celina, 2024. "How Regulations Impact the Labor Market: A Review of the Literatures on Product and Labor Market Regulations," IZA Discussion Papers 17536, Institute of Labor Economics (IZA).
  3. Lalive, Rafael & Card, David & Colella, Fabrizio, 2021. "Gender Preferences in Job Vacancies and Workplace Gender Diversity," CEPR Discussion Papers 16619, C.E.P.R. Discussion Papers.
  4. Sebastian Fossati & Joseph Marchand, 2024. "First to $15: Alberta’s Minimum Wage Policy on Employment by Wages, Ages, and Places," ILR Review, Cornell University, ILR School, vol. 77(1), pages 119-142, January.
  5. Nicolas Gavoille, 2025. "A short drop or a sudden stop? Sanctions, trade shocks, and firms' adjustment margins," Working Papers 2025/03, Latvijas Banka.
  6. Arindrajit Dube & Attila S. Lindner, 2024. "Minimum Wages in the 21st Century," NBER Working Papers 32878, National Bureau of Economic Research, Inc.
  7. Paul S. Clarke & Annalivia Polselli, 2023. "Double Machine Learning for Static Panel Models with Fixed Effects," Papers 2312.08174, arXiv.org, revised Dec 2024.
  8. Balázs Égert & Jarmila Botev & Dave Turner & Balazs Egert, 2024. "Minimum Wages at a Turning Point?," CESifo Working Paper Series 11586, CESifo.
  9. Laporšek, Suzana & Orazem, Peter F. & Vodopivec, Milan & Vodopivec, Matija, 2024. "Long-term responses to large minimum wage shocks: Subminimum and super-minimum workers in Slovenia," Economic Systems, Elsevier, vol. 48(4).
  10. Shahab Sharfaei & Jakkrit Thavorn, 2025. "From wages to widgets: how minimum wage hikes fuel automation," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-12, December.
  11. Kunaschk, Max, 2024. "Enriching administrative data using survey data and machine learning techniques," Economics Letters, Elsevier, vol. 243(C).
  12. Renada M. Goldberg, 2024. "Precarious Work Patterns on Workers’ Perceptions of Family-Level Resources, Cohesion, and Flexibility," Journal of Family and Economic Issues, Springer, vol. 45(1), pages 184-199, March.
  13. Nocito, Samuel & Sartarelli, Marcello & Sobbrio, Francesco, 2023. "A beam of light: Media, tourism and economic development," Journal of Urban Economics, Elsevier, vol. 137(C).
  14. Dami'an Vergara, 2022. "Minimum Wages and Optimal Redistribution," Papers 2202.00839, arXiv.org, revised Dec 2022.
  15. Oliveira, Carlos, 2023. "The minimum wage and the wage distribution in Portugal," Labour Economics, Elsevier, vol. 85(C).
  16. Jiménez, Bruno & Rendon, Silvio, 2025. "Labor market effects of bounds on domestic outsourcing," Journal of Development Economics, Elsevier, vol. 173(C).
  17. Gordon Burtch & Edward McFowland III & Mochen Yang & Gediminas Adomavicius, 2023. "EnsembleIV: Creating Instrumental Variables from Ensemble Learners for Robust Statistical Inference," Papers 2303.02820, arXiv.org, revised Dec 2024.
  18. Clemens, Jeffrey & Strain, Michael R., 2021. "The Heterogeneous Effects of Large and Small Minimum Wage Changes: Evidence over the Short and Medium Run Using a Pre-analysis Plan," IZA Discussion Papers 14747, Institute of Labor Economics (IZA).
  19. Filip Premik, 2021. "Estimating the effects of universal transfers: new ML approach and application to labor supply reaction to child benefits," GRAPE Working Papers 54, GRAPE Group for Research in Applied Economics.
  20. Halim,Daniel Zefanya & Seetahul,Suneha, 2023. "Why Do People Move ? A Data-Driven Approach to Identifying and PredictingGender-Specific Aspirations to Migrate," Policy Research Working Paper Series 10396, The World Bank.
  21. Devereux, Kevin & Studnicka, Zuzanna, 2024. "Non-monotonic employment effects by market structure and minimum wage level," CLEF Working Paper Series 66, Canadian Labour Economics Forum (CLEF), University of Waterloo.
  22. Ernest Boffy-Ramirez, 2022. "Push or Pull? Measuring the labor supply response to the minimum wage using an individual-level panel," Applied Economics, Taylor & Francis Journals, vol. 54(35), pages 4043-4059, July.
  23. Arindrajit Dube & Ben Zipperer, 2024. "Own-Wage Elasticity: Quantifying the Impact of Minimum Wages on Employment," NBER Working Papers 32925, National Bureau of Economic Research, Inc.
  24. Taeyoung Doh & Kyoo il Kim & Sungil Kim & Hwanoong Lee & Kyungho Song, 2022. "The Economic Effects of a Rapid Increase in the Minimum Wage: Evidence from South Korea Experiments," Research Working Paper RWP 22-13, Federal Reserve Bank of Kansas City.
  25. Escudero, Veronica & Liepmann, Hannah & Vergara, Damian, 2024. "Directed Search, Wages, and Non-wage Amenities: Evidence from an Online Job Board," IZA Discussion Papers 17211, Institute of Labor Economics (IZA).
  26. Lennon, Conor & Teltser, Keith F. & Fernandez, Jose & Gohmann, Stephan, 2023. "How morality and efficiency shape public support for minimum wages," Journal of Economic Behavior & Organization, Elsevier, vol. 205(C), pages 618-637.
  27. Wursten, Jesse & Reich, Michael, 2023. "Racial inequality in frictional labor markets: Evidence from minimum wages," Labour Economics, Elsevier, vol. 82(C).
  28. Hans Genberg & Özer Karagedikli, 2021. "Machine Learning and Central Banks: Ready for Prime Time?," Working Papers wp43, South East Asian Central Banks (SEACEN) Research and Training Centre.
  29. Bassier, Ihsaan, 2022. "Collective bargaining and spillovers in local labor markets," LSE Research Online Documents on Economics 118057, London School of Economics and Political Science, LSE Library.
  30. Ihsaan Bassier, 2022. "Collective bargaining and spillovers in local labor markets," CEP Discussion Papers dp1895, Centre for Economic Performance, LSE.
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