IDEAS home Printed from https://ideas.repec.org/p/zbw/icirwp/4421.html
   My bibliography  Save this paper

Matching and sorting across regions

Author

Listed:
  • Lacava, Chiara

Abstract

I measure the effects of workers' mobility across regions of different productivity through the lens of a search and matching model with heterogeneous workers and firms estimated with administrative data. In an application to Italy, I find that reallocation of workers to the most productive region boosts productivity at the country level but amplifies differentials across regions. Employment rates decline as migrants foster job competition, and inequality between workers doubles in less productive areas since displacement is particularly severe for low-skill workers. Migration does affect mismatch: mobility favors co-location of agents with similar productivity but within-region rank correlation declines in the most productive region. I show that worker-firm complementarities in production account for 33% of the productivity gains. Place-based programs directed to firms, like incentives for hiring unemployed or creating high productivity jobs, raise employment rates and reduce the gaps in productivity across regions. In contrast, subsidies to attract high-skill workers in the South have limited effects.

Suggested Citation

  • Lacava, Chiara, 2021. "Matching and sorting across regions," ICIR Working Paper Series 44/21, Goethe University Frankfurt, International Center for Insurance Regulation (ICIR).
  • Handle: RePEc:zbw:icirwp:4421
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/247674/1/1782086374.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Patrick Kline & Enrico Moretti, 2014. "People, Places, and Public Policy: Some Simple Welfare Economics of Local Economic Development Programs," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 629-662, August.
    2. Pierre Cahuc & Fabien Postel-Vinay & Jean-Marc Robin, 2006. "Wage Bargaining with On-the-Job Search: Theory and Evidence," Econometrica, Econometric Society, vol. 74(2), pages 323-364, March.
    3. Mortensen, Dale & Pissarides, Christopher, 2011. "Job Creation and Job Destruction in the Theory of Unemployment," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 1, pages 1-19.
    4. Gianluca Orefice & Giovanni Peri, 2020. "Immigration and Worker-Firm Matching," Working Papers DT/2020/02, DIAL (Développement, Institutions et Mondialisation).
    5. Jeremy Lise & Costas Meghir & Jean-Marc Robin, 2016. "Matching, Sorting and Wages," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 19, pages 63-87, January.
    6. Raffaello Bronzini & Guido de Blasio & Guido Pellegrini & Alessandro Scognamiglio, 2008. "The effect of investment tax credit: Evidence from an atypical programme in Italy," Temi di discussione (Economic working papers) 661, Bank of Italy, Economic Research and International Relations Area.
    7. Susana Iranzo & Fabiano Schivardi & Elisa Tosetti, 2008. "Skill Dispersion and Firm Productivity: An Analysis with Employer-Employee Matched Data," Journal of Labor Economics, University of Chicago Press, vol. 26(2), pages 247-285, April.
    8. Christopher A. Pissarides & Barbara Petrongolo, 2001. "Looking into the Black Box: A Survey of the Matching Function," Journal of Economic Literature, American Economic Association, vol. 39(2), pages 390-431, June.
    9. Wolfgang Dauth & Sebastian Findeisen & Enrico Moretti & Jens Suedekum, 2022. "Matching in Cities," Journal of the European Economic Association, European Economic Association, vol. 20(4), pages 1478-1521.
    10. Jeremy Lise & Jean-Marc Robin, 2017. "The Macrodynamics of Sorting between Workers and Firms," American Economic Review, American Economic Association, vol. 107(4), pages 1104-1135, April.
    11. Zainab Iftikhar & Anna Zaharieva, 2019. "General equilibrium effects of immigration in Germany: Search and matching approach," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 31, pages 245-276, January.
    12. Christoph Albert, 2021. "The Labor Market Impact of Immigration: Job Creation versus Job Competition," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(1), pages 35-78, January.
    13. repec:hal:spmain:info:hdl:2441/78hlmdbud88hhp5vbdddivv2hu is not listed on IDEAS
    14. McFadden, Daniel, 1989. "A Method of Simulated Moments for Estimation of Discrete Response Models without Numerical Integration," Econometrica, Econometric Society, vol. 57(5), pages 995-1026, September.
    15. John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
    16. Hendricks, Lutz, 2001. "The Economic Performance of Immigrants: A Theory of Assortative Matching," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 42(2), pages 417-449, May.
    17. Marcus Hagedorn & Tzuo Hann Law & Iourii Manovskii, 2017. "Identifying Equilibrium Models of Labor Market Sorting," Econometrica, Econometric Society, vol. 85, pages 29-65, January.
    18. Pakes, Ariel & Pollard, David, 1989. "Simulation and the Asymptotics of Optimization Estimators," Econometrica, Econometric Society, vol. 57(5), pages 1027-1057, September.
    19. Andri Chassambouli & Giovanni Peri, 2015. "The Labor Market Effects of Reducing the Number of Illegal Immigrants," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 18(4), pages 792-821, October.
    20. Matthew S. Dey & Christopher J. Flinn, 2005. "An Equilibrium Model of Health Insurance Provision and Wage Determination," Econometrica, Econometric Society, vol. 73(2), pages 571-627, March.
    21. Christian Dustmann & Albrecht Glitz & Tommaso Frattini, 2008. "The labour market impact of immigration," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 24(3), pages 478-495, Autumn.
    22. Francesco D'Amuri & Giovanni Peri, 2016. "Immigration, Jobs, And Employment Protection: Evidence From Europe Before And During The Great Recession," World Scientific Book Chapters, in: The Economics of International Migration, chapter 5, pages 153-185, World Scientific Publishing Co. Pte. Ltd..
    23. Bronzini, Raffaello & de Blasio, Guido, 2006. "Evaluating the impact of investment incentives: The case of Italy's Law 488/1992," Journal of Urban Economics, Elsevier, vol. 60(2), pages 327-349, September.
    24. Chiara Lacava, 2019. "Why are some regions so much more productive than others?," 2019 Meeting Papers 854, Society for Economic Dynamics.
    25. Ortega, Javier, 2000. "Pareto-Improving Immigration in an Economy with Equilibrium Unemployment," Economic Journal, Royal Economic Society, vol. 110(460), pages 92-112, January.
    26. Suphanit Piyapromdee, 2017. "The Impact of Immigration on Wages, Internal Migration and Welfare," PIER Discussion Papers 69, Puey Ungphakorn Institute for Economic Research.
    27. Diego Daruich & Sabrina Di Addario & Raffaele Saggio, 2023. "The Effects of Partial Employment Protection Reforms: Evidence from Italy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(6), pages 2880-2942.
    28. Benoît Schmutz & Modibo Sidibé, 2019. "Frictional Labour Mobility," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(4), pages 1779-1826.
    29. Emanuele Ciani & Adele Grompone & Elisabetta Olivieri, 2019. "Long-term unemployment and subsidies for permanent employment," Temi di discussione (Economic working papers) 1249, Bank of Italy, Economic Research and International Relations Area.
    30. Suphanit Piyapromdee, 2021. "The Impact of Immigration on Wages, Internal Migration, and Welfare," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(1), pages 406-453.
    31. repec:hal:spmain:info:hdl:2441/2gm7u1h28o97arriihp43sr90l is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jeremy Lise & Costas Meghir & Jean-Marc Robin, 2016. "Matching, Sorting and Wages," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 19, pages 63-87, January.
    2. Niklas Engbom & Christian Moser, 2022. "Earnings Inequality and the Minimum Wage: Evidence from Brazil," American Economic Review, American Economic Association, vol. 112(12), pages 3803-3847, December.
    3. Benoît Schmutz & Modibo Sidibé, 2021. "Search and Zipf: A model of Frictional Spatial Equilibrium," Working Papers 2021-01, Center for Research in Economics and Statistics.
    4. repec:hal:spmain:info:hdl:2441/78hlmdbud88hhp5vbdddivv2hu is not listed on IDEAS
    5. Jeremy Lise & Costas Meghir & Jean-Marc Robin, 2016. "Matching, Sorting, and Wages," SciencePo Working papers hal-03392023, HAL.
    6. repec:spo:wpmain:info:hdl:2441/78hlmdbud88hhp5vbdddivv2hu is not listed on IDEAS
    7. Benjamin Lochner & Bastian Schulz, 2024. "Firm Productivity, Wages, and Sorting," Journal of Labor Economics, University of Chicago Press, vol. 42(1), pages 85-119.
    8. Andrew Shephard & Modibo Sidibe, 2019. "Schooling Investment, Mismatch,and Wage Inequality," PIER Working Paper Archive 19-013, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    9. Ilse Lindenlaub, 2015. "Unemployment Cycles," 2015 Meeting Papers 1368, Society for Economic Dynamics.
    10. Rasmus Lentz & Jean Marc Robin & Suphanit Piyapromdee, 2018. "On Worker and Firm Heterogeneity in Wages and Employment Mobility: Evidence from Danish Register Data," 2018 Meeting Papers 469, Society for Economic Dynamics.
    11. Christopher Taber & Rune Vejlin, 2020. "Estimation of a Roy/Search/Compensating Differential Model of the Labor Market," Econometrica, Econometric Society, vol. 88(3), pages 1031-1069, May.
    12. Jeremy Lise & Costas Meghir & Jean-Marc Robin, 2013. "Mismatch, sorting and wage dynamics," IFS Working Papers W13/16, Institute for Fiscal Studies.
    13. Xiangbo Liu & Theodore Palivos & Xiaomeng Zhang, 2017. "Immigration, Skill Heterogeneity, And Qualification Mismatch," Economic Inquiry, Western Economic Association International, vol. 55(3), pages 1231-1264, July.
    14. Jan Eeckhout & Ilse Lindenlaub, 2019. "Unemployment Cycles," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(4), pages 175-234, October.
    15. Di Addario, Sabrina & Kline, Patrick & Saggio, Raffaele & Sølvsten, Mikkel, 2023. "It ain’t where you’re from, it’s where you’re at: Hiring origins, firm heterogeneity, and wages," Journal of Econometrics, Elsevier, vol. 233(2), pages 340-374.
    16. Benjamin Lester & David A. Rivers & Giorgio Topa, 2021. "The Heterogeneous Impact of Referrals on Labor Market Outcomes," Staff Reports 987, Federal Reserve Bank of New York.
    17. Borowczyk-Martins, Daniel & Bradley, Jake & Tarasonis, Linas, 2018. "Racial discrimination in the U.S. labor market: Employment and wage differentials by skill," Labour Economics, Elsevier, vol. 50(C), pages 45-66.
    18. repec:hal:journl:hal-01070442 is not listed on IDEAS
    19. Rune Vejlin & Gregory F. Veramendi, 2023. "Sufficient statistics for frictional wage dispersion and growth," Quantitative Economics, Econometric Society, vol. 14(3), pages 935-979, July.
    20. Jeremy Lise & Costas Meghir & Jean-Marc Robin, 2013. "Mismatch, Sorting and Wages Dynamics," SciencePo Working papers hal-03473908, HAL.
    21. repec:hal:spmain:info:hdl:2441/32h1padvln887b3u0epa07o4ub is not listed on IDEAS
    22. Sabrina Di Addario & Patrick Kline & Raffaele Saggio & Mikkel Soelvsten, 2022. "It ain't where you're from it's where you're at: firm effects, state dependence, and the gender wage gap," Temi di discussione (Economic working papers) 1374, Bank of Italy, Economic Research and International Relations Area.
    23. Andreas Gulyas, 2018. "Identifying Labor Market Sorting with Firm Dynamics," 2018 Meeting Papers 856, Society for Economic Dynamics.

    More about this item

    Keywords

    cross-regional mobility; mismatch; search-matching; sorting; productivity differentials;
    All these keywords.

    JEL classification:

    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search
    • R13 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General Equilibrium and Welfare Economic Analysis of Regional Economies

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:zbw:icirwp:4421. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/icffmde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.