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Location choices of highly-educated foreign workers: the importance of urban amenities

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  • Or Levkovich
  • Jan Rouwendal

Abstract

Current developed economies' growth becomes increasingly dependent on the performance of innovation and skill-intensive industries. Therefore, the ability of cities to attract skilled or highly-educated individuals becomes more and more important for their growth and economic development. In this research we estimate a residential sorting model in order to shed light on the factors that determine the location choices of foreign skilled workers. We do so by estimating their valuation of various urban amenities in the municipalities of the densely populated Randstad area in the west of the Netherlands, and investigating which amenities increase the attractiveness of these municipalities. We also consider heterogeneity in individual preferences, and compare housing preferences and marginal willingness to pay for amenities between groups based on skill levels and origin. We find that job opportunities, accessibility, natural amenities and presence of historic monuments and buildings are highly valued by both domestic and migrants with high-education. Our results also provide evidence that social amenities, such as an existing community of migrants in a municipality, have an important role in determining the attractiveness of a location.

Suggested Citation

  • Or Levkovich & Jan Rouwendal, 2014. "Location choices of highly-educated foreign workers: the importance of urban amenities," ERSA conference papers ersa14p960, European Regional Science Association.
  • Handle: RePEc:wiw:wiwrsa:ersa14p960
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    1. Elena Bellini & Gianmarco I. P. Ottaviano & Dino Pinelli & Giovanni Prarolo, 2013. "Cultural Diversity and Economic Performance: Evidence from European Regions," Advances in Spatial Science, in: Riccardo Crescenzi & Marco Percoco (ed.), Geography, Institutions and Regional Economic Performance, edition 127, pages 121-141, Springer.
    2. Edward L. Glaeser, Jed Kolko, and Albert Saiz, 2001. "Consumer city," Journal of Economic Geography, Oxford University Press, vol. 1(1), pages 27-50, January.
    3. Enrico Moretti, 2010. "Local Multipliers," American Economic Review, American Economic Association, vol. 100(2), pages 373-377, May.
    4. Aslund, Olof, 2005. "Now and forever? Initial and subsequent location choices of immigrants," Regional Science and Urban Economics, Elsevier, vol. 35(2), pages 141-165, March.
    5. Mocetti, Sauro & Porello, Carmine, 2010. "How does immigration affect native internal mobility? New evidence from Italy," Regional Science and Urban Economics, Elsevier, vol. 40(6), pages 427-439, November.
    6. Patrick Bayer & Fernando Ferreira & Robert McMillan, 2007. "A Unified Framework for Measuring Preferences for Schools and Neighborhoods," Journal of Political Economy, University of Chicago Press, vol. 115(4), pages 588-638, August.
    7. Jennifer Hunt & Marjolaine Gauthier-Loiselle, 2010. "How Much Does Immigration Boost Innovation?," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 31-56, April.
    8. Ceren Ozgen & Peter Nijkamp & Jacques Poot, 2012. "Immigration and innovation in European regions," Chapters, in: Peter Nijkamp & Jacques Poot & Mediha Sahin (ed.), Migration Impact Assessment, chapter 8, pages 261-298, Edward Elgar Publishing.
    9. George J. Borjas, 2021. "Ethnicity, Neighborhoods, and Human-Capital Externalities," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 7, pages 135-160, World Scientific Publishing Co. Pte. Ltd..
    10. Enrico Moretti & Per Thulin, 2013. "Local multipliers and human capital in the United States and Sweden," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 22(1), pages 339-362, February.
    11. David A. Jaeger, 2007. "Green Cards and the Location Choices of Immigrants in the United States, 1971–2000," Research in Labor Economics, in: Immigration, pages 131-183, Emerald Group Publishing Limited.
    12. Allen Klaiber, H. & Phaneuf, Daniel J., 2010. "Valuing open space in a residential sorting model of the Twin Cities," Journal of Environmental Economics and Management, Elsevier, vol. 60(2), pages 57-77, September.
    13. Eeckhout, Jan & Schmidheiny, Kurt & Pinheiro, Roberto, 2010. "Spatial Sorting: Why New York, Los Angeles and Detroit attract the greatest minds as well as the unskilled," CEPR Discussion Papers 8151, C.E.P.R. Discussion Papers.
    14. Andrés Rodríguez-Pose & Tobias D. Ketterer, 2012. "Do Local Amenities Affect The Appeal Of Regions In Europe For Migrants?," Journal of Regional Science, Wiley Blackwell, vol. 52(4), pages 535-561, October.
    15. Edward Ludwig Glaeser & Albert Saiz, 2003. "The rise of the skilled city," Working Papers 04-2, Federal Reserve Bank of Philadelphia.
    16. Anselin, Luc & Bera, Anil K. & Florax, Raymond & Yoon, Mann J., 1996. "Simple diagnostic tests for spatial dependence," Regional Science and Urban Economics, Elsevier, vol. 26(1), pages 77-104, February.
    17. Damm, Anna Piil, 2014. "Neighborhood quality and labor market outcomes: Evidence from quasi-random neighborhood assignment of immigrants," Journal of Urban Economics, Elsevier, vol. 79(C), pages 139-166.
    18. Ernst R. Berndt & Bronwyn H. Hall & Robert E. Hall & Jerry A. Hausman, 1974. "Estimation and Inference in Nonlinear Structural Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 3, number 4, pages 653-665, National Bureau of Economic Research, Inc.
    19. Thomas Bauer & Gil S. Epstein & Ira N. Gang, 2007. "The Influence of Stocks and Flows on Migrants’ Location Choices," Research in Labor Economics, in: Aspects of Worker Well-Being, pages 199-229, Emerald Group Publishing Limited.
    20. Daniel McFadden & Kenneth Train, 2000. "Mixed MNL models for discrete response," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(5), pages 447-470.
    21. Gianmarco I.P. Ottaviano & Giovanni Peri, 2021. "The economic value of cultural diversity: evidence from US cities," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 7, pages 187-222, World Scientific Publishing Co. Pte. Ltd..
    22. Jens Suedekum & Katja Wolf & Uwe Blien, 2014. "Cultural Diversity and Local Labour Markets," Regional Studies, Taylor & Francis Journals, vol. 48(1), pages 173-191, January.
    23. Damm, Anna Piil, 2014. "Neighborhood quality and labor market outcomes: Evidence from quasi-random neighborhood assignment of immigrants," Journal of Urban Economics, Elsevier, vol. 79(C), pages 139-166.
    24. Patrick Bayer & Robert McMillan & Kim Rueben, 2004. "An Equilibrium Model of Sorting in an Urban Housing Market," NBER Working Papers 10865, National Bureau of Economic Research, Inc.
    25. Mark van Duijn & Jan Rouwendal, 2013. "Cultural heritage and the location choice of Dutch households in a residential sorting model," Journal of Economic Geography, Oxford University Press, vol. 13(3), pages 473-500, May.
    26. W. Mark Brown & Darren M. Scott, 2012. "Human Capital Location Choice: Accounting For Amenities And Thick Labor Markets," Journal of Regional Science, Wiley Blackwell, vol. 52(5), pages 787-808, December.
    27. Annekatrin Niebuhr, 2010. "Migration and innovation: Does cultural diversity matter for regional R&D activity?," Papers in Regional Science, Wiley Blackwell, vol. 89(3), pages 563-585, August.
    28. Edward L. Glaeser & Matthew G. Resseger, 2010. "The Complementarity Between Cities And Skills," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 221-244, February.
    29. Kaivan Munshi, 2003. "Networks in the Modern Economy: Mexican Migrants in the U. S. Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(2), pages 549-599.
    30. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    31. Paul D. Gottlieb & George Joseph, 2006. "College‐To‐Work Migration Of Technology Graduates And Holders Of Doctorates Within The United States," Journal of Regional Science, Wiley Blackwell, vol. 46(4), pages 627-659, October.
    32. Jan K. Brueckner, 2000. "Urban Sprawl: Diagnosis and Remedies," International Regional Science Review, , vol. 23(2), pages 160-171, April.
    33. Dwight W. Adamson & David E. Clark & Mark D. Partridge, 2004. "Do Urban Agglomeration Effects and Household Amenities have a Skill Bias?," Journal of Regional Science, Wiley Blackwell, vol. 44(2), pages 201-224, May.
    34. 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.
    35. Bartel, Ann P, 1989. "Where Do the New U.S. Immigrants Live?," Journal of Labor Economics, University of Chicago Press, vol. 7(4), pages 371-391, October.
    36. David M. Drukker & Peter Egger & Ingmar R. Prucha, 2013. "On Two-Step Estimation of a Spatial Autoregressive Model with Autoregressive Disturbances and Endogenous Regressors," Econometric Reviews, Taylor & Francis Journals, vol. 32(5-6), pages 686-733, August.
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    Cited by:

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    2. Zhiling Wang & Lu Chen, 2019. "Destination choices of Chinese rural–urban migrant workers: Jobs, amenities, and local spillovers," Journal of Regional Science, Wiley Blackwell, vol. 59(3), pages 586-609, June.

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    More about this item

    JEL classification:

    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R21 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Housing Demand
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

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