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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. repec:rim:rimwps:24-14 is not listed on IDEAS
  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, IZA Network @ LISER.
  3. Lehner, Lukas & Massenbauer, Hannah & Parolin, Zachary & Pintro Schmitt, Rafael, 2025. "The Effects of Minimum Wage Increases on Poverty and Food Hardship," INET Oxford Working Papers 2025-23, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.
  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. Paul S. Clarke & Annalivia Polselli, 2023. "Double Machine Learning for Static Panel Models with Fixed Effects," Papers 2312.08174, arXiv.org, revised Dec 2024.
  7. Yolanda F. Rebollo-Sanz & Núria Rodríguez-Planas, 2025. "Economic Policy and Psychological Violence: The Hidden Costs of Spain’s Minimum Wage Reform," Working Papers 25.09, Universidad Pablo de Olavide, Department of Economics.
  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," Humanities and Social Sciences 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. Katarina Zigova & Thomas Zwick, 2025. "Minimum Wages and Provision of Training," Economics of Education Working Paper Series 0242, University of Zurich, Department of Business Administration (IBW).
  13. 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.
  14. Markus Nagler & Erwin Winkler, 2026. "Minimum Wages and Work Pressure," CESifo Working Paper Series 12460, CESifo.
  15. Nocito, Samuel & Sartarelli, Marcello & Sobbrio, Francesco, 2023. "A beam of light: Media, tourism and economic development," Journal of Urban Economics, Elsevier, vol. 137(C).
  16. Nagler, Markus & Winkler, Erwin, 2026. "Minimum Wages and Work Pressure," IZA Discussion Papers 18398, IZA Network @ LISER.
  17. Arindrajit Dube & Attila Lindner, 2024. "Minimum Wages in the 21st Century," RFBerlin Discussion Paper Series 2425, ROCKWOOL Foundation Berlin (RFBerlin).
  18. Redmond, Paul & Kelly, Lorcan & Staffa, Elisa, 2025. "A study of minimum wage employment in Ireland using online job vacancy data," Research Series, Economic and Social Research Institute (ESRI), number RS209.
  19. Dami'an Vergara, 2022. "Minimum Wages and Optimal Redistribution," Papers 2202.00839, arXiv.org, revised Dec 2022.
  20. Oliveira, Carlos, 2023. "The minimum wage and the wage distribution in Portugal," Labour Economics, Elsevier, vol. 85(C).
  21. Abbate, Nicolás & Jiménez, Bruno, 2026. "Do minimum wage hikes lead to employment destruction? Evidence from a regression discontinuity design in Argentina," Journal of Development Economics, Elsevier, vol. 178(C).
  22. Jiménez, Bruno & Rendon, Silvio, 2025. "Labor market effects of bounds on domestic outsourcing," Journal of Development Economics, Elsevier, vol. 173(C).
  23. Juergen Jung & Vinish Shrestha, 2025. "The Effects of ACA-Medicaid Expansion on Maternal and Infant Health Outcomes in the American South," Working Papers 2025-01, Towson University, Department of Economics, revised Jul 2025.
  24. 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.
  25. Helal, Al Mansor & Hiraki, Ryotaro & Patrinos, Harry Anthony, 2026. "Returns to Education in the United States: A Comparison of OLS and Double Machine Learning Methods," GLO Discussion Paper Series 1733, Global Labor Organization (GLO).
  26. 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.
  27. 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.
  28. 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.
  29. 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.
  30. Jeffrey Clemens & Michael R. Strain, 2021. "The Heterogeneous Effects of Large and Small Minimum Wage Changes: Evidence over the Short and Medium Run Using a Pre-Analysis Plan," NBER Working Papers 29264, National Bureau of Economic Research, Inc.
  31. 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.
  32. 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, revised 15 May 2025.
  33. Yolanda F. Rebollo-Sanz & Núria Rodríguez-Planas, 2025. "Economic policy and psychological violence: the hidden costs of Spain’s minimum wage reform," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 16(3), pages 719-748, December.
  34. Escudero, Verónica & Liepmann, Hannah & Vergara, Damian, 2024. "Directed Search, Wages, and Non-wage Amenities: Evidence from an Online Job Board," IZA Discussion Papers 17211, IZA Network @ LISER.
  35. 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.
  36. Wursten, Jesse & Reich, Michael, 2023. "Racial inequality in frictional labor markets: Evidence from minimum wages," Labour Economics, Elsevier, vol. 82(C).
  37. Miguel Alves Pereira, 2025. "Predictive economics: Rethinking economic methodology with machine learning," Papers 2510.04726, arXiv.org.
  38. David Card & Fabrizio Colella & Rafael Lalive, 2025. "Gender Preferences in Job Vacancies and Workplace Gender Diversity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 92(4), pages 2437-2471.
  39. 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.
  40. 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.
  41. Ihsaan Bassier, 2022. "Collective bargaining and spillovers in local labor markets," CEP Discussion Papers dp1895, Centre for Economic Performance, LSE.
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