IDEAS home Printed from https://ideas.repec.org/p/sap/wpaper/wp137.html
   My bibliography  Save this paper

The internal relocation premium: are migrants positively or negatively selected? Evidence from Italy

Author

Listed:
  • Andrea Cutillo
  • Claudio Ceccarelli

Abstract

This paper analyzes the wage returns from internal migration for recent graduates in Italy. We employ a switching regression model that accounts for the endogeneity of the individual’s choice to relocate to get a job after graduation: the omission of this selection decision can lead to biased estimates, as there is potential correlation between earnings and unobserved traits exerting an influence on the decision to migrate. The empirical results sustain the appropriateness of the estimation technique and show that there is a significant pay gap between migrants and nonmigrants; migrants seem to be positively selected and the migration premium is downward biased through OLS estimates. The endogeneity of migration shows up both as a negative intercept effect and as a positive slope effect, the second being larger then the first: bad knowledge of the local labor market and financial constraints lead migrants to accept a low basic wage but, due to relevant returns to their characteristics, they finally obtain an higher wage then the others.

Suggested Citation

  • Andrea Cutillo & Claudio Ceccarelli, 2010. "The internal relocation premium: are migrants positively or negatively selected? Evidence from Italy," Working Papers in Public Economics 137, Department of Economics and Law, Sapienza University of Roma.
    • Handle: RePEc:sap:wpaper:wp137
    as

    Download full text from publisher

    File URL: https://www.dipecodir.it/wpsap/data/wp137.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Dostie, Benoit & Léger, Pierre Thomas, 2006. "Self-Selection in Migration and Returns to Unobservable Skills," IZA Discussion Papers 1942, Institute of Labor Economics (IZA).
    2. Jeffrey Yankow, 1999. "The Wage Dynamics of Internal Migration within the United States," Eastern Economic Journal, Eastern Economic Association, vol. 25(3), pages 265-278, Summer.
    3. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    4. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    5. Borjas, George J. & Bronars, Stephen G. & Trejo, Stephen J., 1992. "Self-selection and internal migration in the United States," Journal of Urban Economics, Elsevier, vol. 32(2), pages 159-185, September.
    6. Barsky R. & Bound J. & Charles K.K. & Lupton J.P., 2002. "Accounting for the Black-White Wealth Gap: A Nonparametric Approach," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 663-673, September.
    7. Borjas, George J & Bronars, Stephen G & Trejo, Stephen J, 1992. "Assimilation and the Earnings of Young Internal Migrants," The Review of Economics and Statistics, MIT Press, vol. 74(1), pages 170-175, February.
    8. Corinne Deléchat, 2001. "International Migration Dynamics: The Role of Experience and Social Networks," LABOUR, CEIS, vol. 15(3), pages 457-486, September.
    9. Davidson, Russell & MacKinnon, James G., 1993. "Estimation and Inference in Econometrics," OUP Catalogue, Oxford University Press, number 9780195060119.
    10. Oaxaca, Ronald L. & Ransom, Michael R., 1994. "On discrimination and the decomposition of wage differentials," Journal of Econometrics, Elsevier, vol. 61(1), pages 5-21, March.
    11. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    12. Banerjee, Biswajit, 1984. "Information flow, expectations and job search : Rural-to-urban migration process in India," Journal of Development Economics, Elsevier, vol. 15(1-3), pages 239-257.
    13. Chris Robinson & Nigel Tomes, 1982. "Self-Selection and Interprovincial Migration in Canada," Canadian Journal of Economics, Canadian Economics Association, vol. 15(3), pages 474-502, August.
    14. Chiswick, Barry R, 1978. "The Effect of Americanization on the Earnings of Foreign-born Men," Journal of Political Economy, University of Chicago Press, vol. 86(5), pages 897-921, October.
    15. Paul E. Gabriel & Susanne Schmitz, 1995. "Favorable Self-Selection and the Internal Migration of Young White Males in the United States," Journal of Human Resources, University of Wisconsin Press, vol. 30(3), pages 460-471.
    16. Ronald L. Oaxaca & Michael R. Ransom, 1999. "Identification in Detailed Wage Decompositions," The Review of Economics and Statistics, MIT Press, vol. 81(1), pages 154-157, February.
    17. Greenwood, Michael J, 1975. "Research on Internal Migration in the United States: A Survey," Journal of Economic Literature, American Economic Association, vol. 13(2), pages 397-433, June.
    18. Schwartz, Aba, 1973. "Interpreting the Effect of Distance on Migration," Journal of Political Economy, University of Chicago Press, vol. 81(5), pages 1153-1169, Sept.-Oct.
    19. Yaohui Zhao, 2003. "The Role of Migrant Networks in Labor Migration: The Case of China," Contemporary Economic Policy, Western Economic Association International, vol. 21(4), pages 500-511, October.
    20. Rick Audas & Peter Dolton, 1998. "The effect of local labour market conditions on the decision to migrate among UK graduates," ERSA conference papers ersa98p245, European Regional Science Association.
    21. Moulton, Brent R, 1990. "An Illustration of a Pitfall in Estimating the Effects of Aggregate Variables on Micro Unit," The Review of Economics and Statistics, MIT Press, vol. 72(2), pages 334-338, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Terry Gregory & Melanie Arntz & Florian Lehmer, 2011. "Unequal Pay or Unequal Employment? What Drives the Self-Selection of Internal Migrants in Germany?," ERSA conference papers ersa11p972, European Regional Science Association.
    2. Ghignoni, Emanuela & Verashchagina, Alina, 2014. "Educational qualifications mismatch in Europe. Is it demand or supply driven?," Journal of Comparative Economics, Elsevier, vol. 42(3), pages 670-692.
    3. Emanuela Ghignoni, 2011. "Young workers' overeducation and cohort effects in P.I.G.S. countries versus the Netherlands: a pseudo-panel analysis," Working Papers in Public Economics 147, Department of Economics and Law, Sapienza University of Roma.

    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. Giuseppe Croce & Emanuela Ghignoni, 2011. "Overeducation and spatial flexibility in Italian local labour markets," Working Papers in Public Economics 145, Department of Economics and Law, Sapienza University of Roma.
    2. Ham, John C. & Li, Xianghong & Reagan, Patricia B., 2011. "Matching and semi-parametric IV estimation, a distance-based measure of migration, and the wages of young men," Journal of Econometrics, Elsevier, vol. 161(2), pages 208-227, April.
    3. Consuelo Abellán-Colodrón, 1998. "Ganancia salarial esperada como determinante de la decisión individual de emigrar," Investigaciones Economicas, Fundación SEPI, vol. 22(1), pages 93-117, January.
    4. Jens Ruhose, 2015. "Microeconometric Analyses on Economic Consequences of Selective Migration," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 61, March.
    5. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    6. Jeroen Smits, 2001. "Career Migration, Self-selection and the Earnings of Married Men and Women in the Netherlands, 1981-93," Urban Studies, Urban Studies Journal Limited, vol. 38(3), pages 541-562, March.
    7. Robert A. Nakosteen & Olle Westerlund & Michael Zimmer, 2008. "Migration And Self‐Selection: Measured Earnings And Latent Characteristics," Journal of Regional Science, Wiley Blackwell, vol. 48(4), pages 769-788, October.
    8. Oscar Molina Tejerina & Luis Castro Peñarrieta, 2020. "Unexplained Wage Gaps in the Tradable and Nontradable Sectors: Cross-Sectional Evidence by Gender in Bolivia," Investigación & Desarrollo, Universidad Privada Boliviana, vol. 20(1), pages 5-23.
    9. Chung Choe & E. LaBrent Chrite, 2014. "Internal Migration of Blacks in South Africa: An Application of the Roy Model," South African Journal of Economics, Economic Society of South Africa, vol. 82(1), pages 81-98, March.
    10. M. Imran Khan, 2016. "Migrant and non-migrant wage differentials: a quintile decomposition analysis for India," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 59(2), pages 245-273, June.
    11. Sonja C. Kassenboehmer & Mathias G. Sinning, 2014. "Distributional Changes in the Gender Wage Gap," ILR Review, Cornell University, ILR School, vol. 67(2), pages 335-361, April.
    12. Lall, Somik V. & Selod, Harris & Shalizi, Zmarak, 2006. "Rural-urban migration in developing countries : a survey of theoretical predictions and empirical findings," Policy Research Working Paper Series 3915, The World Bank.
    13. John C. Ham & Xianghong Li & Patricia B. Reagan, 2004. "Propensity Score Matching, a Distance-Based Measure of Migration, and the Wage Growth of Young Men," Working Papers 2004_3, York University, Department of Economics.
    14. Dominique Meurs & Sophie Ponthieux, 2006. "L'écart des salaires entre les femmes et les hommes peut-il encore baisser ?," Économie et Statistique, Programme National Persée, vol. 398(1), pages 99-129.
    15. Trudy Owens & Jan Willem Gunning, 1999. "Revisiting forever gained: income dynamics in the resettlement areas of Zimbabwe, 1983-1997," Economics Series Working Papers WPS/1999-14, University of Oxford, Department of Economics.
    16. Brunow, Stephan & Jost, Oskar, 2019. "Wages of migrant and native employees in Germany: new light on an old issue," IAB-Discussion Paper 201910, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    17. Andrés Rodríguez‐Pose & Vassilis Tselios, 2010. "Returns to migration, education and externalities in the European Union," Papers in Regional Science, Wiley Blackwell, vol. 89(2), pages 411-434, June.
    18. Seneviratne, Prathi, 2020. "Gender wage inequality during Sri Lanka’s post-reform growth: A distributional analysis," World Development, Elsevier, vol. 129(C).
    19. Mustafizur Rahman & Md. Al-Hasan, 2022. "The Reverse Gender Wage Gap in Bangladesh: Demystifying the Counterintuitive," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 65(4), pages 929-950, December.
    20. Chiswick, Barry R., 1999. "Are Immigrants Favorably Self-Selected? An Economic Analysis," Working Papers 147, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.

    More about this item

    Keywords

    internal relocation; endogeneity; pay gap; migration premium.;
    All these keywords.

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

    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:sap:wpaper:wp137. 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: Luisa Giuriato (email available below). General contact details of provider: https://ecodir.web.uniroma1.it/ .

    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.