IDEAS home Printed from https://ideas.repec.org/a/spr/anresc/v59y2017i3d10.1007_s00168-016-0773-6.html
   My bibliography  Save this article

Mobility, education and labor market outcomes for U.S. graduates: Is selectivity important?

Author

Listed:
  • Pantelis Kazakis

    (The Ohio State University)

  • Alessandra Faggian

    (The Ohio State University)

Abstract

The literature on human capital, and its positive effects on individuals and regional economies, is now vast. The linkages between human capital and migration have also found a fertile ground in recent years especially in Europe where many studies have focused on interregional migration of graduates and highly skilled individuals. However, the literature on this phenomenon in the USA is less developed. Using the SESTAT database from NSF, this paper aims at contributing to the understanding of inter-state migration behavior of graduates in the USA and its effects on their career outcomes. It builds on the existing literature not only by focusing specifically on the US context, but also incorporating into the empirical model a correction for the possible selection bias that arises from the dual relationship between migration propensity and human capital endowment. Our estimated Mincerian earning equations, corrected for migrant self-selectivity, show that indeed repeat migration is associated with higher average salaries, while late migration is associated with a salary penalty. As for the other control variables, our results are consistent with what has been found in the labor economics literature. Female workers suffer from a salary penalty, while experience, level of education and employer size are all associated with higher average salaries. The labor market also rewards different fields of study differently.

Suggested Citation

  • Pantelis Kazakis & Alessandra Faggian, 2017. "Mobility, education and labor market outcomes for U.S. graduates: Is selectivity important?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 59(3), pages 731-758, November.
  • Handle: RePEc:spr:anresc:v:59:y:2017:i:3:d:10.1007_s00168-016-0773-6
    DOI: 10.1007/s00168-016-0773-6
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s00168-016-0773-6
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s00168-016-0773-6?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Psacharopoulos, George (ed.), 1987. "Economics of Education," Elsevier Monographs, Elsevier, edition 1, number 9780080333793.
    3. Fabien Postel-Vinay & Hélène Turon, 2007. "The Public Pay Gap in Britain: Small Differences That (Don't?) Matter," Economic Journal, Royal Economic Society, vol. 117(523), pages 1460-1503, October.
    4. Willis, Robert J & Rosen, Sherwin, 1979. "Education and Self-Selection," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages 7-36, October.
    5. Thomas Cornelissen & Christian Dustmann & Uta Schönberg, 2017. "Peer Effects in the Workplace," American Economic Review, American Economic Association, vol. 107(2), pages 425-456, February.
    6. Rene Morissette, 1993. "Canadian Jobs and Firm Size: Do Smaller Firms Pay Less?," Canadian Journal of Economics, Canadian Economics Association, vol. 26(1), pages 159-174, February.
    7. Nicola Francesco Dotti & Ugo Fratesi & Camilla Lenzi & Marco Percoco, 2013. "Local Labour Markets and the Interregional Mobility of Italian University Students," Spatial Economic Analysis, Taylor & Francis Journals, vol. 8(4), pages 443-468, March.
    8. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," NBER Chapters, in: Investment in Human Beings, pages 9-49, National Bureau of Economic Research, Inc.
    9. Alessandra Faggian & Rachel S. Franklin, 2014. "Human Capital Redistribution in the USA: The Migration of the College-bound," Spatial Economic Analysis, Taylor & Francis Journals, vol. 9(4), pages 376-395, October.
    10. Colm Harmon & Hessel Oosterbeek, 2000. "The Returns to Education: A Review of Evidence, Issues and Deficiencies in the Literature," CEE Discussion Papers 0005, Centre for the Economics of Education, LSE.
    11. Gene Russo, 2010. "For love and money," Nature, Nature, vol. 465(7301), pages 1104-1107, June.
    12. Arcidiacono, Peter & Hotz, V. Joseph & Kang, Songman, 2012. "Modeling college major choices using elicited measures of expectations and counterfactuals," Journal of Econometrics, Elsevier, vol. 166(1), pages 3-16.
    13. Krishna Pendakur & Ravi Pendakur, 1998. "The Colour of Money: Earnings Differentials Among Ethnic Groups in Canada," Canadian Journal of Economics, Canadian Economics Association, vol. 31(3), pages 518-548, August.
    14. Larry A. Sjaastad, 1970. "The Costs and Returns of Human Migration," Palgrave Macmillan Books, in: Harry W. Richardson (ed.), Regional Economics, chapter 9, pages 115-133, Palgrave Macmillan.
    15. Maria Abreu & Sierdjan Koster & Viktor A. Venhorst, 2014. "Transitions and Location Choice: Analysing the Decisions of Students and Recent Graduates," Spatial Economic Analysis, Taylor & Francis Journals, vol. 9(4), pages 349-354, October.
    16. DaVanzo, Julie, 1983. "Repeat Migration in the United States: Who Moves Back and Who Moves On?," The Review of Economics and Statistics, MIT Press, vol. 65(4), pages 552-559, November.
    17. Mark C. Berger, 1988. "Predicted Future Earnings and Choice of College Major," ILR Review, Cornell University, ILR School, vol. 41(3), pages 418-429, April.
    18. Roberta Comunian & Alessandra Faggian & Qian Cher Li, 2010. "Unrewarded careers in the creative class: The strange case of bohemian graduates," Papers in Regional Science, Wiley Blackwell, vol. 89(2), pages 389-410, June.
    19. 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.
    20. Marco Di Cintio & Emanuele Grassi, 2013. "Internal migration and wages of Italian university graduates," Papers in Regional Science, Wiley Blackwell, vol. 92(1), pages 119-140, March.
    21. Alessandra Faggian & Roberta Comunian & Sarah Jewell & Ursula Kelly, 2013. "Bohemian Graduates in the UK: Disciplines and Location Determinants of Creative Careers," Regional Studies, Taylor & Francis Journals, vol. 47(2), pages 183-200, February.
    22. Maria Abreu & Alessandra Faggian & Roberta Comunian & Philip McCann, 2012. "“Life is short, art is long”: the persistent wage gap between Bohemian and non-Bohemian graduates," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 49(2), pages 305-321, October.
    23. Spence, Michael, 1974. "Competitive and optimal responses to signals: An analysis of efficiency and distribution," Journal of Economic Theory, Elsevier, vol. 7(3), pages 296-332, March.
    24. 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.
    25. Mika Haapanen & Hannu Tervo, 2006. "Migration Behaviour and Duration of Residence Spells of Graduating Students in Finland in 1987-2002," ERSA conference papers ersa06p379, European Regional Science Association.
    26. Montmarquette, Claude & Cannings, Kathy & Mahseredjian, Sophie, 2002. "How do young people choose college majors?," Economics of Education Review, Elsevier, vol. 21(6), pages 543-556, December.
    27. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66(4), pages 281-281.
    28. Marshall, Ray, 1974. "The Economics of Racial Discrimination: A Survey," Journal of Economic Literature, American Economic Association, vol. 12(3), pages 849-871, September.
    29. Alessandra Faggian & Stephen Sheppard & Philip Mccann, 2006. "An Analysis of Gender Differences in UK Graduate Migration Behaviour," ERSA conference papers ersa06p16, European Regional Science Association.
    30. Alessandra Faggian & Philip Mccann, 2009. "Universities, Agglomerations And Graduate Human Capital Mobility," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 100(2), pages 210-223, April.
    31. Alessandra Faggian & Philip McCann & Stephen Sheppard, 2006. "An analysis of ethnic differences in UK graduate migration behaviour," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 40(2), pages 461-471, June.
    32. Brown, Charles & Medoff, James, 1989. "The Employer Size-Wage Effect," Journal of Political Economy, University of Chicago Press, vol. 97(5), pages 1027-1059, October.
    33. Julie DaVanzo & Peter Morrison, 1981. "Return and other sequences of migration in the United States," Demography, Springer;Population Association of America (PAA), vol. 18(1), pages 85-101, February.
    34. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    35. Viktor Venhorst & Jouke Van Dijk & Leo Van Wissen, 2011. "An Analysis of Trends in Spatial Mobility of Dutch Graduates," Spatial Economic Analysis, Taylor & Francis Journals, vol. 6(1), pages 57-82.
    36. Simona Iammarino & Elisabetta Marinelli & Elisabetta Marinelli, 2011. "Is the Grass Greener on the other Side of the Fence? Graduate Mobility and Job Satisfaction in Italy," Environment and Planning A, , vol. 43(11), pages 2761-2777, November.
    37. Partha Deb & Pravin K. Trivedi, 2006. "Specification and simulated likelihood estimation of a non-normal treatment-outcome model with selection: Application to health care utilization," Econometrics Journal, Royal Economic Society, vol. 9(2), pages 307-331, July.
    38. George J. Borjas, 2021. "Self-Selection and the Earnings of Immigrants," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 4, pages 69-91, World Scientific Publishing Co. Pte. Ltd..
    39. Maria Abreu & Alessandra Faggian & Philip McCann, 2015. "Migration and inter-industry mobility of UK graduates," Journal of Economic Geography, Oxford University Press, vol. 15(2), pages 353-385.
    40. Levy, Mildred B & Wadycki, Walter J, 1974. "Education and the Decision to Migrate: An Econometric Analysis of Migration in Venezuela," Econometrica, Econometric Society, vol. 42(2), pages 377-388, March.
    41. Heckman, James J & Sedlacek, Guilherme, 1985. "Heterogeneity, Aggregation, and Market Wage Functions: An Empirical Model of Self-selection in the Labor Market," Journal of Political Economy, University of Chicago Press, vol. 93(6), pages 1077-1125, December.
    42. Jonathan Corcoran & Alessandra Faggian & Philip Mccann, 2010. "Human Capital in Remote and Rural Australia: The Role of Graduate Migration," Growth and Change, Wiley Blackwell, vol. 41(2), pages 192-220, June.
    43. Viktor Venhorst & Jouke Van Dijk & Leo Van Wissen, 2010. "Do The Best Graduates Leave The Peripheral Areas Of The Netherlands?," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 101(5), pages 521-537, December.
    44. Blaise Melly, 2005. "Public-private sector wage differentials in Germany: Evidence from quantile regression," Empirical Economics, Springer, vol. 30(2), pages 505-520, September.
    45. Erica L. Groshen, 1991. "Sources of Intra-Industry Wage Dispersion: How Much Do Employers Matter?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(3), pages 869-884.
    46. Simona Iammarino & Elisabetta Marinelli, 2015. "Education-Job (Mis)Match and Interregional Migration: Italian University Graduates' Transition to Work," Regional Studies, Taylor & Francis Journals, vol. 49(5), pages 866-882, May.
    47. Chun, Hyunbae & Lee, Injae, 2001. "Why Do Married Men Earn More: Productivity or Marriage Selection?," Economic Inquiry, Western Economic Association International, vol. 39(2), pages 307-319, April.
    48. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    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. Youngjin Woo & Min Jiang & Euijune Kim, 2021. "Analyzing return migration of high school graduates from lagging regions," Letters in Spatial and Resource Sciences, Springer, vol. 14(3), pages 309-319, December.
    2. Hengyu Gu & Hanchen Yu & Mehak Sachdeva & Ye Liu, 2021. "Analyzing the distribution of researchers in China: An approach using multiscale geographically weighted regression," Growth and Change, Wiley Blackwell, vol. 52(1), pages 443-459, March.
    3. Qiang Wang & Can Cui & Chengyuan Yu & Yifan Wang, 2023. "From Domicile to University to Work: The Sequential Migration of Young Educated People in the Context of the “Battle for Talent” in China," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 42(6), pages 1-26, December.
    4. Yasuhiro Sato & Masaaki Toma, 2017. "Transition of Spatial Distribution of Human Capital in Japan," CIRJE F-Series CIRJE-F-1046, CIRJE, Faculty of Economics, University of Tokyo.
    5. Arthur Grimes & Shaan Badenhorst & David C. Maré & Jacques Poot, 2020. "Hometown wh?nau or big city millennials? The economic geography of graduate destination choices in New Zealand," Working Papers 20_04, Motu Economic and Public Policy Research.
    6. Hyungjo Hur & Keumseok Koh, 2023. "Why and Where Do Highly Educated Workers Relocate? A National-Level Analysis across U.S. Census Regions," Sustainability, MDPI, vol. 15(2), pages 1-23, January.
    7. Sarah Jewell & Pantelis Kazakis, 2021. "Migration patterns and job satisfaction: evidence from European doctorate holders," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 66(2), pages 359-407, April.
    8. Pantelis Kazakis, 2019. "On the nexus between innovation, productivity and migration of US university graduates," Spatial Economic Analysis, Taylor & Francis Journals, vol. 14(4), pages 465-485, October.
    9. Jewell, Sarah & Kazakis, Pantelis, 2017. "On the Role of Migration on the Satisfaction of European Researchers: Evidence from MORE2," MPRA Paper 86149, University Library of Munich, Germany, revised 11 Apr 2018.
    10. Youngjin Woo & Euijune Kim, 2020. "Analyzing Determining Factors of Young Graduates’ Decision to Stay in Lagged Regions," Sustainability, MDPI, vol. 12(8), pages 1-10, April.

    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. Arthur Grimes & Shaan Badenhorst & David C. Maré & Jacques Poot, 2020. "Hometown wh?nau or big city millennials? The economic geography of graduate destination choices in New Zealand," Working Papers 20_04, Motu Economic and Public Policy Research.
    2. Marco Cintio & Emanuele Grassi, 2017. "International mobility and wages: an analysis of Italian Ph.D. graduates," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 59(3), pages 759-791, November.
    3. Marco Di Cintio & Emanuele Grassi, 2016. "The returns to temporary migration: The case of Italian Ph.D.s," EERI Research Paper Series EERI RP 2016/15, Economics and Econometrics Research Institute (EERI), Brussels.
    4. repec:elg:eechap:14395_22 is not listed on IDEAS
    5. Teichert, Christian & Niebuhr, Annekatrin & Otto, Anne & Rossen, Anja, 2018. "Graduate migration in Germany - new evidence from an event history analysis," IAB-Discussion Paper 201803, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    6. Ye Liu & Jianfa Shen & Wei Xu & Guixin Wang, 2017. "From school to university to work: migration of highly educated youths in China," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 59(3), pages 651-676, November.
    7. John V. Winters, 2017. "Do earnings by college major affect graduate migration?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 59(3), pages 629-649, November.
    8. Yi-Fan Sun & Kun-Feng Pan & Zhang-Li He, 2020. "Intercity migration behavior of Chinese graduates: from home region to work destination," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 64(1), pages 111-132, February.
    9. Mika Haapanen & Petri Böckerman, 2017. "More educated, more mobile? Evidence from post-secondary education reform," Spatial Economic Analysis, Taylor & Francis Journals, vol. 12(1), pages 8-26, January.
    10. Orsa Kekezi & Ron Boschma, 2021. "Returns to migration after job loss—The importance of job match," Environment and Planning A, , vol. 53(6), pages 1565-1587, September.
    11. Kidd, Michael P. & O'Leary, Nigel & Sloane, Peter, 2017. "The impact of mobility on early career earnings: A quantile regression approach for UK graduates," Economic Modelling, Elsevier, vol. 62(C), pages 90-102.
    12. Aderonke Osikominu & Volker Grossmann & Marius Osterfeld, 2020. "Sociocultural background and choice of STEM majors at university," Oxford Economic Papers, Oxford University Press, vol. 72(2), pages 347-369.
    13. 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.
    14. Emily Rauscher & Byeongdon Oh, 2021. "Going Places: Effects of Early U.S. Compulsory Schooling Laws on Internal Migration," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 40(2), pages 255-283, April.
    15. Venhorst, V. & Cörvers, F., 2015. "Entry into working life: Spatial mobility and the job match quality of higher-educated graduates," ROA Research Memorandum 003, Maastricht University, Research Centre for Education and the Labour Market (ROA).
    16. 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.
    17. Herbst, Mikolaj & Rok, Jakub, 2013. "Mobility of human capital and its effect on regional economic development. Review of theory and empirical literature," MPRA Paper 45755, University Library of Munich, Germany.
    18. Alessandra Faggian & Jonathan Corcoran & Philip McCann, 2013. "Modelling geographical graduate job search using circular statistics," Papers in Regional Science, Wiley Blackwell, vol. 92(2), pages 329-343, June.
    19. Alessandra Faggian & Mark Partridge & Edward J. Malecki, 2017. "Creating an Environment for Economic Growth: Creativity, Entrepreneurship or Human Capital?," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 41(6), pages 997-1009, November.
    20. Villalobos, Carlos & Riquelme, Andrés, 2023. "Household constraints and dysfunctional rural–urban migration," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 1070-1088.
    21. Aude Bernard & Martin Bell & Elin Charles-Edwards, 2016. "Internal migration age patterns and the transition to adulthood: Australia and Great Britain compared," Journal of Population Research, Springer, vol. 33(2), pages 123-146, June.

    More about this item

    JEL classification:

    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • 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:spr:anresc:v:59:y:2017:i:3:d:10.1007_s00168-016-0773-6. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.