IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/16463.html
   My bibliography  Save this paper

The Impact of College Education on Geographic Mobility: Identifying Education Using Multiple Components of Vietnam Draft Risk

Author

Listed:
  • Ofer Malamud
  • Abigail K. Wozniak

Abstract

We examine whether higher education is a causal determinant of geographic mobility using variation in college attainment induced by draft-avoidance behavior during the Vietnam War. We use national and state-level induction risk to identify both educational attainment and veteran status among cohorts of affected men observed in the 1980 Census. Our 2SLS estimates imply that the additional years of higher education significantly increased the likelihood that affected men resided outside their birth states later in life. Most estimates suggest a causal impact of higher education on migration that is larger in magnitude but not significantly different from OLS. Our large reduced-form estimates for the effect of induction risk on out-of-state migration also imply that the Vietnam War led to substantial geographic churning in the national labor market. We conclude that the causal impact of college completion on subsequent mobility is large and provide evidence on a range of mechanisms that may be responsible for the relationship between college education and mobility.

Suggested Citation

  • Ofer Malamud & Abigail K. Wozniak, 2010. "The Impact of College Education on Geographic Mobility: Identifying Education Using Multiple Components of Vietnam Draft Risk," NBER Working Papers 16463, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:16463
    Note: ED LS
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w16463.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Raven E. Saks & Abigail Wozniak, 2011. "Labor Reallocation over the Business Cycle: New Evidence from Internal Migration," Journal of Labor Economics, University of Chicago Press, vol. 29(4), pages 697-739.
    2. Lex Borghans & Angela Lee Duckworth & James J. Heckman & Bas ter Weel, 2008. "The Economics and Psychology of Personality Traits," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    3. Thomas J. Kane & Cecilia Elena Rouse & Douglas Staiger, 1999. "Estimating Returns to Schooling When Schooling is Misreported," NBER Working Papers 7235, National Bureau of Economic Research, Inc.
    4. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
    5. George J. Borjas, 2021. "Native Internal Migration and the Labor Market Impact of Immigration," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 10, pages 275-312, World Scientific Publishing Co. Pte. Ltd..
    6. Welch, F, 1970. "Education in Production," Journal of Political Economy, University of Chicago Press, vol. 78(1), pages 35-59, Jan.-Feb..
    7. Susan Dynarski, 2008. "Building the Stock of College-Educated Labor," Journal of Human Resources, University of Wisconsin Press, vol. 43(3), pages 576-610.
    8. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863, Elsevier.
    9. John Bound & Sarah Turner, 2002. "Going to War and Going to College: Did World War II and the G.I. Bill Increase Educational Attainment for Returning Veterans?," Journal of Labor Economics, University of Chicago Press, vol. 20(4), pages 784-815, October.
    10. Bowles, Samuel, 1970. "Migration as Investment: Empirical Tests of the Human Investment Approach to Geographical Mobility," The Review of Economics and Statistics, MIT Press, vol. 52(4), pages 356-362, November.
    11. Matthias Parey & Fabian Waldinger, 2011. "Studying Abroad and the Effect on International Labour Market Mobility: Evidence from the Introduction of ERASMUS," Economic Journal, Royal Economic Society, vol. 121(551), pages 194-222, March.
    12. Pingle, Jonathan F., 2007. "A note on measuring internal migration in the United States," Economics Letters, Elsevier, vol. 94(1), pages 38-42, January.
    13. Joseph P. Ferrie, 2005. "The End of American Exceptionalism? Mobility in the U.S. Since 1850," NBER Working Papers 11324, National Bureau of Economic Research, Inc.
    14. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    15. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    16. Seema Jayachandran & Adriana Lleras-Muney, 2009. "Life Expectancy and Human Capital Investments: Evidence from Maternal Mortality Declines," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(1), pages 349-397.
    17. Scott Adams, 2002. "Educational Attainment and Health: Evidence from a Sample of Older Adults," Education Economics, Taylor & Francis Journals, vol. 10(1), pages 97-109.
    18. David Card & Thomas Lemieux, 2001. "Dropout and Enrollment Trends in the Postwar Period: What Went Wrong in the 1970s?," NBER Chapters, in: Risky Behavior among Youths: An Economic Analysis, pages 439-482, National Bureau of Economic Research, Inc.
    19. Bound, John & Holzer, Harry J, 2000. "Demand Shifts, Population Adjustments, and Labor Market Outcomes during the 1980s," Journal of Labor Economics, University of Chicago Press, vol. 18(1), pages 20-54, January.
    20. Kasey S. Buckles & Daniel M. Hungerman, 2013. "Season of Birth and Later Outcomes: Old Questions, New Answers," The Review of Economics and Statistics, MIT Press, vol. 95(3), pages 711-724, July.
    21. Moretti, Enrico, 2004. "Estimating the social return to higher education: evidence from longitudinal and repeated cross-sectional data," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 175-212.
    22. Melissa Osborne & Herbert Gintis & Samuel Bowles, 2001. "The Determinants of Earnings: A Behavioral Approach," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1137-1176, December.
    23. Black, Dan & Sanders, Seth & Taylor, Lowell, 2003. "Measurement of Higher Education in the Census and Current Population Survey," Journal of the American Statistical Association, American Statistical Association, vol. 98, pages 545-554, January.
    24. James P. Ziliak & Beth A. Wilson & Joe A. Stone, 1999. "Spatial Dynamics And Heterogeneity In The Cyclicality Of Real Wages," The Review of Economics and Statistics, MIT Press, vol. 81(2), pages 227-236, May.
    25. Moretti, Enrico, 2004. "Human capital externalities in cities," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 51, pages 2243-2291, Elsevier.
    26. Abigail Wozniak, 2010. "Are College Graduates More Responsive to Distant Labor Market Opportunities?," Journal of Human Resources, University of Wisconsin Press, vol. 45(4), pages 944-970.
    27. Thomas Lemieux & David Card, 2001. "Going to College to Avoid the Draft: The Unintended Legacy of the Vietnam War," American Economic Review, American Economic Association, vol. 91(2), pages 97-102, May.
    28. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    29. Neal, Derek A & Johnson, William R, 1996. "The Role of Premarket Factors in Black-White Wage Differences," Journal of Political Economy, University of Chicago Press, vol. 104(5), pages 869-895, October.
    30. John Bound & Jeffrey Groen & Gabor Kezdi & Sarah Turner, 2001. "Trade in University Training: Cross-State Variation in the Production and Use of College-Educated Labor," NBER Working Papers 8555, National Bureau of Economic Research, Inc.
    31. Thomas J. Kane & Cecilia Rouse & Douglas Staiger, 1999. "Estimating Returns to Schooling When Schooling is Misreported," Working Papers 798, Princeton University, Department of Economics, Industrial Relations Section..
    32. Marcus Stanley, 2003. "College Education and the Midcentury GI Bills," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(2), pages 671-708.
    33. de Walque, Damien, 2007. "Does education affect smoking behaviors?: Evidence using the Vietnam draft as an instrument for college education," Journal of Health Economics, Elsevier, vol. 26(5), pages 877-895, September.
    34. Bound, John & Groen, Jeffrey & Kezdi, G.Gabor & Turner, Sarah, 2004. "Trade in university training: cross-state variation in the production and stock of college-educated labor," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 143-173.
    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. Daniel K. Fetter, 2013. "How Do Mortgage Subsidies Affect Home Ownership? Evidence from the Mid-century GI Bills," American Economic Journal: Economic Policy, American Economic Association, vol. 5(2), pages 111-147, May.
    2. Nocito, Samuel, 2021. "The effect of a university degree in english on international labor mobility," Labour Economics, Elsevier, vol. 68(C).
    3. Damon Clark & Heather Royer, 2013. "The Effect of Education on Adult Mortality and Health: Evidence from Britain," American Economic Review, American Economic Association, vol. 103(6), pages 2087-2120, October.
    4. Nuarpear Lekfuangfu, 2016. "Mortality Risk and Human Capital Investment: The Legacy of Landmines in Cambodia," PIER Discussion Papers 35, Puey Ungphakorn Institute for Economic Research.
    5. Eva Deuchert & Martin Huber, 2017. "A Cautionary Tale About Control Variables in IV Estimation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 79(3), pages 411-425, June.
    6. Petri Böckerman & Mika Haapanen, 2013. "The effect of polytechnic reform on migration," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(2), pages 593-617, April.
    7. Riddell, W. Craig & Song, Xueda, 2011. "The impact of education on unemployment incidence and re-employment success: Evidence from the U.S. labour market," Labour Economics, Elsevier, vol. 18(4), pages 453-463, August.
    8. Nuarpear Lekfuangfu, 2016. "Mortality Risk and Human Capital Investment: The Legacy of Landmines in Cambodia," PIER Discussion Papers 35., Puey Ungphakorn Institute for Economic Research, revised Jul 2016.
    9. Böckerman, Petri & Haapanen, Mika, 2010. "The effect of education on migration: Evidence from school reform," MPRA Paper 27629, University Library of Munich, Germany.
    10. George-Laurentiu Serban-Oprescu & Liana Badea & Isabel Novo-Corti & Mihaela Roberta Stanef & Silvia Elena Iacob & Grigore Ioan Pirosca, 2021. "Socio-Psychological Dimensions of Students Migration. A Pilot Study," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 23(Special15), pages 1015-1015, November.
    11. Ainhoa Aparicio Fenoll & Zoë Kuehn, 2017. "Compulsory Schooling Laws and Migration Across European Countries," Demography, Springer;Population Association of America (PAA), vol. 54(6), pages 2181-2200, December.

    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. Ofer Malamud & Abigail Wozniak, 2012. "The Impact of College on Migration: Evidence from the Vietnam Generation," Journal of Human Resources, University of Wisconsin Press, vol. 47(4), pages 913-950.
    2. Buckles, Kasey & Malamud, Ofer & Morrill, Melinda Sandler & Wozniak, Abigail, 2012. "The Effect of College Education on Health," IZA Discussion Papers 6659, Institute of Labor Economics (IZA).
    3. Eckhardt Bode & Lucia Perez Villar, 2017. "Creativity, education or what? On the measurement of regional human capital," Papers in Regional Science, Wiley Blackwell, vol. 96, pages 51-67, March.
    4. Takahide Yanagi, 2019. "Inference on local average treatment effects for misclassified treatment," Econometric Reviews, Taylor & Francis Journals, vol. 38(8), pages 938-960, September.
    5. Lisa Simon, 2019. "Microeconometric Analyses on Determinants of Individual Labour Market Outcomes," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 83.
    6. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
    7. McHenry, Peter, 2013. "The relationship between schooling and migration: Evidence from compulsory schooling laws," Economics of Education Review, Elsevier, vol. 35(C), pages 24-40.
    8. Jeffrey A. Groen, 2011. "Building Knowledge Stocks Locally," Economic Development Quarterly, , vol. 25(4), pages 316-329, November.
    9. Battistin, Erich & De Nadai, Michele & Sianesi, Barbara, 2014. "Misreported schooling, multiple measures and returns to educational qualifications," Journal of Econometrics, Elsevier, vol. 181(2), pages 136-150.
    10. Heckman, James J. & Humphries, John Eric & Veramendi, Gregory & Urzua, Sergio, 2014. "Education, Health and Wages," IZA Discussion Papers 8027, Institute of Labor Economics (IZA).
    11. Piopiunik, Marc & Schwerdt, Guido & Simon, Lisa & Woessmann, Ludger, 2020. "Skills, signals, and employability: An experimental investigation," European Economic Review, Elsevier, vol. 123(C).
    12. Richard Blundell & Lorraine Dearden & Barbara Sianesi, 2003. "Evaluating the impact of education on earnings in the UK: Models, methods and results from the NCDS," IFS Working Papers W03/20, Institute for Fiscal Studies.
    13. James J. Heckman, 2008. "Schools, Skills, And Synapses," Economic Inquiry, Western Economic Association International, vol. 46(3), pages 289-324, July.
    14. Glewwe, Paul & Huang, Qiuqiong & Park, Albert, 2017. "Cognitive skills, noncognitive skills, and school-to-work transitions in rural China," Journal of Economic Behavior & Organization, Elsevier, vol. 134(C), pages 141-164.
    15. Hickman, Daniel C., 2009. "The effects of higher education policy on the location decision of individuals: Evidence from Florida's Bright Futures Scholarship Program," Regional Science and Urban Economics, Elsevier, vol. 39(5), pages 553-562, September.
    16. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde, 2010. "Are Risk Aversion and Impatience Related to Cognitive Ability?," American Economic Review, American Economic Association, vol. 100(3), pages 1238-1260, June.
    17. Ross Levine & Yona Rubinstein, 2013. "Liberty for More: Finance and Educational Opportunities," NBER Working Papers 19380, National Bureau of Economic Research, Inc.
    18. Sjoquist, David L. & Winters, John V., 2013. "The effects of HOPE on post-college retention in the Georgia workforce," Regional Science and Urban Economics, Elsevier, vol. 43(3), pages 479-490.
    19. Jürges, Hendrik & Reinhold, Steffen & Salm, Martin, 2011. "Does schooling affect health behavior? Evidence from the educational expansion in Western Germany," Economics of Education Review, Elsevier, vol. 30(5), pages 862-872, October.
    20. Kasey S. Buckles & Daniel M. Hungerman, 2013. "Season of Birth and Later Outcomes: Old Questions, New Answers," The Review of Economics and Statistics, MIT Press, vol. 95(3), pages 711-724, July.

    More about this item

    JEL classification:

    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers

    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:nbr:nberwo:16463. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.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.