Böckerman, Petri and Haapanen, Mika (2010): The effect of education on migration: Evidence from school reform.
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A polytechnic, higher education reform took place in Finland in the 1990s. It gradually transformed former vocational colleges into polytechnics and expanded higher education to all Finnish regions. We implement instrumental variables estimators that exploit the exogenous variation in the regional availability of polytechnic education together with matriculation exam scores. Our IV results show that polytechnic graduates have a higher migration probability than those of vocational college graduates. However, a master’s degree did not increase migration propensity in comparison with a polytechnic degree. We also find that an increase in the availability of polytechnic education did not reduce migration.
|Item Type:||MPRA Paper|
|Original Title:||The effect of education on migration: Evidence from school reform|
|Keywords:||Migration; higher education; polytechnic reform; IV estimation|
|Subjects:||I - Health, Education, and Welfare > I2 - Education and Research Institutions > I20 - General
J - Labor and Demographic Economics > J1 - Demographic Economics > J10 - General
J - Labor and Demographic Economics > J6 - Mobility, Unemployment, Vacancies, and Immigrant Workers > J61 - Geographic Labor Mobility ; Immigrant Workers
R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R2 - Household Analysis > R23 - Regional Migration ; Regional Labor Markets ; Population ; Neighborhood Characteristics
|Depositing User:||Petri Böckerman|
|Date Deposited:||23. Dec 2010 21:26|
|Last Modified:||15. Mar 2015 02:47|
Angrist, J. (1991) Instrumental variables estimation of average treatment effects in econometrics and epidemiology. NBER Technical Working Paper No. 01115.
Angrist, J., Pischke, J.-S. (2009) Mostly Harmless Econometrics: An Empiricist’s Companion. Princeton: Princeton University Press.
Armstrong, H.W., Taylor, J. (2000) Regional Economics and Policy, 3rd edition. Oxford: Blackwell.
Becker, G. (1964) Human Capital. New York: Columbia University Press.
Beine, M., Docquier, F., Rapoport, H. (2008) Brain drain and human capital formation in developing countries: winners and losers. The Economic Journal, 118: 631–652.
Bodenhöfer, H.-J. (1967) The mobility of labor and the theory of human capital. The Journal of Human Resources, 2: 431–448.
Böckerman, P., Hämäläinen, U., Uusitalo, R. (2009) Labour market effects of the polytechnic education reform: the Finnish experience. Economics of Education Review, 28: 672–681.
Cameron, A.C., Trivedi, P.K. (2005) Microeconometrics: Methods and Applications. Cambridge: Cambridge University Press.
Card, D. (1999) The causal effect of education on earnings. In O.C. Ashenfelter and D. Card (eds) Handbook of Labor Economics, Volume 3A. Amsterdam: Elsevier.
DaVanzo, J. (1983) Repeat migration in the United States: who moves back and who moves on? Review of Economics and Statistics, 65: 552–559.
Faggian, A., McCann, P., Sheppard, S. (2007) Human capital, higher education and graduate migration: an analysis of Scottish and Welsh students. Urban Studies, 44: 2511–2528.
Falaris, E.M. (1988) Migration and wages of young men. Journal of Human Resources, 23: 514–534.
Finnie, R. (2004) Who moves? A logit model of analysis of interprovincial migration in Canada. Applied Economics, 36: 1759–1780.
Gottlieb, P.D., Joseph, G. (2006) College-to-work migration of technology graduates and holders of doctorates within the United States. Journal of Regional Science, 46: 627–659.
Greenwood, M.J. (1975) Research on internal migration in the United States: a Survey. Journal of Economic Literature, 13: 397–433.
Greenwood, M.J. (1997) Internal migration in developed countries. In M.R. Rosenzweig and O. Stark (eds) Handbook of Population and Family Economics, Volume 1. Amsterdam: Elsevier.
Haapanen, M., Ritsilä, J. (2007) Can migration decisions be affected by income policy interventions? Evidence from Finland. Regional Studies, 41: 339–348.
Hämäläinen, K., Böckerman, P. (2004) Regional labor market dynamics, housing, and migration. Journal of Regional Science, 44: 543–568.
Hämäläinen, U., Uusitalo, R. (2008) Signalling or human capital: evidence from the Finnish polytechnic school reform. Scandinavian Journal of Economics, 110: 755¬¬–775.
Imbens, G.W., Angrist, J.D. (1994) Identification and estimation of local average treatment effects. Econometrica, 62: 467–475.
Imbens, G.W., Wooldridge, J.M. (2009) Recent developments in the econometrics of program evaluation. Journal of Economic Literature, 47: 5–86.
Jaeger, D. A., Dohmen, T., Falk, A., Huffman, D., Sunde, U., Bonin, H. (2010) Direct evidence on risk attitudes and migration. Review of Economics and Statistics, 92: 684–689.
Jauhiainen, S. (2008) Regional concentration of highly educated couples. In J. Poot, L. van Wissen and B. Waldorf (eds) Migration and Human Capital. Cheltenham: Edward Elgar.
Kangasharju, A., Pekkala, S. (2004) Increasing regional disparities in the 1990s: the Finnish experience. Regional Studies, 38: 255–267.
Lampinen, O. (2004) The use of experimentation in educational reform: the case of the Finnish polytechnic experiment 1992–1999. Tertiary Education and Management, 7: 311–321.
Levy, M.B., Wadycki, W.J. (1974) Education and the decision to migrate: an econometric analysis of migration in Venezuela. Econometrica, 42: 377–388.
Machin, S., Pelkonen, P., Salvanes, K.G. (2010) Education and mobility. Journal of the European Economic Association, Forthcoming.
Malamud, O., Wozniak, A.K. (2010) The impact of college education on geographic mobility: identifying education using multiple components of Vietnam draft risk. NBER Working Paper Series, No. 16463.
Milne, W.J. (1993) Macroeconomic influences on migration. Regional Studies, 27: 365–373.
Ministry of Education (2005) OECD thematic review of tertiary education: country background report for Finland. Publications of the Ministry of Education, Finland, 2005:38.
Ministry of Education (2009) KOTA online database service. Statistical data on universities and fields of education from 1981.
Moffitt, R. (2005) Remarks on the analysis of causal relationships in population research. Demography, 42: 91–108.
Nakosteen, R.A., Westerlund, O., Zimmer, M. (2008) Migration and self-selection: measured earnings and latent characteristics. Journal of Regional Science, 48: 769–788.
Pekkala, S., Tervo, H. (2002) Unemployment and migration: does moving help? Scandinavian Journal of Economics, 104: 621-639.
Ritsilä, J., Ovaskainen, M. (2001) Migration and regional centralization of human capital. Applied Economics, 33: 317–325.
Schwartz, A. (1973) Interpreting the effect of distance on migration. Journal of Political Economy, 81: 1153–1569.
Sjaastad, L.A. (1962) The costs and returns of human migration. Journal of Political Economy, 70: 80–93.
Statistics Finland (2001) Population Census 2000 Handbook. Helsinki.
Tervo, H. (2005) Regional policy lessons from Finland. In D. Felsenstein and B.A. Portnov (eds) Regional Disparities in Small Countries. Heidelberg: Springer.
Tunali, I. (2000) Rationality of migration. International Economic Review, 41: 893–920.
Yousefi, M., Rives, J. (1987) Migration behavior of college graduates: an empirical analysis. Journal of Behavioral Economics, 16: 35–49.