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Labor mobility effects of a firm-level shock

Author

Listed:
  • Augusto Cerqua

    (Department of Social Sciences and Economics, Sapienza University of Rome)

  • Guido Pellegrini

    (Department of Social Sciences and Economics, Sapienza University of Rome)

Abstract

Most governments tackle the economic issues of underdeveloped areas by offering subsidies aimed at fostering economic activities and local employment. Localized policies put constraints on where businesses may locate in order to receive subsidies, but they generally impose few restrictions on whom subsidized businesses must hire. Therefore, the positive impact of place-based policies on employment depends, among others, on two specific factors: the ability to attract new jobs from within the destination local labor market (LLM) as well as that the new job places are not subtracted from existing non-subsidized businesses in the same area. Using administrative data on firms and workers in Italy, we adopt a multiple regression discontinuity design to empirically assess the employment effect of substantial incentives for the replacement or establishment of new capital. Our empirical strategy allows identifying where new hires come from (from the same LLM, a neighboring LLM or a far-away LLM), from which pool of individuals (those working for another company, the students or the inactives), and the impact on wages. The results show how the majority of recruits come from new entrants to the labor market, in particular, young people and students, while displacement effects are limited. Besides, subsidized companies tend to keep their most valuable staff and hire more qualified young people by offering higher wages. So, fears concerning the spatial dispersion of the effects or the possibility that financed companies might poach (skilled) workers from non-subsidized firms in the LLM, at least in areas suffering from high unemployment, appear excessive.

Suggested Citation

  • Augusto Cerqua & Guido Pellegrini, 2020. "Labor mobility effects of a firm-level shock," Working Papers 1/20, Sapienza University of Rome, DISS.
  • Handle: RePEc:saq:wpaper:1/20
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    References listed on IDEAS

    as
    1. Ouimet, Paige & Zarutskie, Rebecca, 2014. "Who works for startups? The relation between firm age, employee age, and growth," Journal of Financial Economics, Elsevier, vol. 112(3), pages 386-407.
    2. Marianna Belloc & Paolo Naticchioni & Claudia Vittori, 2023. "Urban wage premia, cost of living, and collective bargaining," Journal of Economic Geography, Oxford University Press, vol. 23(1), pages 25-50.
    3. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell & Rocío Titiunik, 2019. "Regression Discontinuity Designs Using Covariates," The Review of Economics and Statistics, MIT Press, vol. 101(3), pages 442-451, July.
    4. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    5. Elias Einiö & Henry G. Overman, 2016. "The (Displacement) Effects of Spatially Targeted Enterprise Initiatives: Evidence from UK LEGI," SERC Discussion Papers 0191, Centre for Economic Performance, LSE.
    6. Matias D. Cattaneo & Michael Jansson & Xinwei Ma, 2020. "Simple Local Polynomial Density Estimators," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 115(531), pages 1449-1455, July.
    7. Cerqua, Augusto & Pellegrini, Guido, 2014. "Do subsidies to private capital boost firms' growth? A multiple regression discontinuity design approach," Journal of Public Economics, Elsevier, vol. 109(C), pages 114-126.
    8. Chiara Criscuolo & Ralf Martin & Henry G. Overman & John Van Reenen, 2019. "Some Causal Effects of an Industrial Policy," American Economic Review, American Economic Association, vol. 109(1), pages 48-85, January.
    9. Patrick, Carlianne, 2016. "Jobless capital? The role of capital subsidies," Regional Science and Urban Economics, Elsevier, vol. 60(C), pages 169-179.
    10. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs," Econometrica, Econometric Society, vol. 82, pages 2295-2326, November.
    11. Thierry Mayer & Florian Mayneris & Loriane Py, 2017. "The impact of Urban Enterprise Zones on establishment location decisions and labor market outcomes: evidence from France," Journal of Economic Geography, Oxford University Press, vol. 17(4), pages 709-752.
    12. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell & Roc ́ıo Titiunik, 2017. "rdrobust: Software for regression-discontinuity designs," Stata Journal, StataCorp LP, vol. 17(2), pages 372-404, June.
    13. Matias Busso & Jesse Gregory & Patrick Kline, 2013. "Assessing the Incidence and Efficiency of a Prominent Place Based Policy," American Economic Review, American Economic Association, vol. 103(2), pages 897-947, April.
    14. Augusto Cerqua & Guido Pellegrini, 2020. "Local multipliers at work," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 29(4), pages 959-977.
    15. repec:hal:spmain:info:hdl:2441/125h4fg7e89gi95ui3ml6ggod9 is not listed on IDEAS
    16. Boeri, Tito & Garibaldi, Pietro, 2019. "A tale of comprehensive labor market reforms: Evidence from the Italian jobs act," Labour Economics, Elsevier, vol. 59(C), pages 33-48.
    17. Freedman, Matthew, 2015. "Place-based programs and the geographic dispersion of employment," Regional Science and Urban Economics, Elsevier, vol. 53(C), pages 1-19.
    18. Leslie E. Papke, 1993. "What Do We Know about Enterprise Zones?," NBER Chapters, in: Tax Policy and the Economy, Volume 7, pages 37-72, National Bureau of Economic Research, Inc.
    19. Becker, Sascha O. & Egger, Peter H. & von Ehrlich, Maximilian, 2010. "Going NUTS: The effect of EU Structural Funds on regional performance," Journal of Public Economics, Elsevier, vol. 94(9-10), pages 578-590, October.
    20. Baum-Snow, Nathaniel & Ferreira, Fernando, 2015. "Causal Inference in Urban and Regional Economics," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 3-68, Elsevier.
    21. Gerhard Untiedt & Hans Joachim Schalk, 2000. "Regional investment incentives in Germany: Impacts on factor demand and growth," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 34(2), pages 173-195.
    22. Klette, Tor Jakob & Moen, Jarle & Griliches, Zvi, 2000. "Do subsidies to commercial R&D reduce market failures? Microeconometric evaluation studies1," Research Policy, Elsevier, vol. 29(4-5), pages 471-495, April.
    23. Bernini, Cristina & Cerqua, Augusto & Pellegrini, Guido, 2017. "Public subsidies, TFP and efficiency: A tale of complex relationships," Research Policy, Elsevier, vol. 46(4), pages 751-767.
    24. Stefaan Decramer & Stijn Vanormelingen, 2016. "The effectiveness of investment subsidies: evidence from a regression discontinuity design," Small Business Economics, Springer, vol. 47(4), pages 1007-1032, December.
    25. Monica Andini & Guido de Blasio, 2016. "Local development that money cannot buy: Italy’s Contratti di Programma," Journal of Economic Geography, Oxford University Press, vol. 16(2), pages 365-393.
    26. Faini, Riccardo, 1999. "Trade unions and regional development," European Economic Review, Elsevier, vol. 43(2), pages 457-474, February.
    27. Marusca de Castris & Guido Pellegrini, 2012. "Evaluation of Spatial Effects of Capital Subsidies in the South of Italy," Regional Studies, Taylor & Francis Journals, vol. 46(4), pages 525-538, June.
    28. 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.
    29. repec:hal:spmain:info:hdl:2441/3l4arseauo82kr3cm0qr8uihmg is not listed on IDEAS
    30. Gilles Duranton & J. V. Henderson & William C. Strange (ed.), 2015. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 5, number 5.
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    More about this item

    Keywords

    local labor market; place-based policy; labor mobility; regression discontinuity;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • H25 - Public Economics - - Taxation, Subsidies, and Revenue - - - Business Taxes and Subsidies
    • J60 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - General
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

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