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Native-born-immigrant wage gap revisited: The role of market imperfections in Canada

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  • Aydede, Yigit
  • Dar, Atul A.

Abstract

Most studies investigating the poor earnings performance of immigrants implicitly assume that human capital endowments determine actual earnings, and that immigrant-nativeborn wage gaps can be analyzed in terms of those earnings. In this study we claim that this assumption is not validated by evidence and that wage gaps should be analyzed by examining earning potentials rather than actual wages that are also influenced by market imperfections. We apply a two-tier stochastic wage frontier, which allows us to separate potential wage earnings from actual wage earnings and to identify how much of the observed wage gap between immigrant and native-born workers in Canada is attributable to departures from their potential wage earnings due to imperfect information on the demand and supply side of labour markets. Using the 2006 population census data, our results suggest that, although the ethnic background plays an important role in determining the observed wage, a significant part of the wage gap between immigrants and native-born workers is not driven by worker and employer imperfect information, but by differences in human capital endowments.

Suggested Citation

  • Aydede, Yigit & Dar, Atul A., 2022. "Native-born-immigrant wage gap revisited: The role of market imperfections in Canada," CLEF Working Paper Series 50, Canadian Labour Economics Forum (CLEF), University of Waterloo.
  • Handle: RePEc:zbw:clefwp:50
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    1. Chiswick, Barry R. & Miller, Paul W., 2008. "Why is the payoff to schooling smaller for immigrants?," Labour Economics, Elsevier, vol. 15(6), pages 1317-1340, December.
    2. Nordin, Martin & Persson, Inga & Rooth, Dan-Olof, 2010. "Education-occupation mismatch: Is there an income penalty?," Economics of Education Review, Elsevier, vol. 29(6), pages 1047-1059, December.
    3. Hadri, Kaddour, 1999. "Estimation of a Doubly Heteroscedastic Stochastic Frontier Cost Function," Journal of Business & Economic Statistics, American Statistical Association, vol. 17(3), pages 359-363, July.
    4. Daneshvary, Nasser, et al, 1992. "Job Search and Immigrant Assimilation: An Earnings Frontier Approach," The Review of Economics and Statistics, MIT Press, vol. 74(3), pages 482-492, August.
    5. Joseph G. Altonji & Erica Blom & Costas Meghir, 2012. "Heterogeneity in Human Capital Investments: High School Curriculum, College Major, and Careers," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 185-223, July.
    6. Thomas Lemieux, 2014. "Occupations, fields of study and returns to education," Canadian Journal of Economics, Canadian Economics Association, vol. 47(4), pages 1047-1077, November.
    7. Christopher F. Parmeter, 2018. "Estimation of the two-tiered stochastic frontier model with the scaling property," Journal of Productivity Analysis, Springer, vol. 49(1), pages 37-47, February.
    8. Mesbah Sharaf, 2013. "The earnings of immigrants and the quality adjustment of immigrant human capital," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 2(1), pages 1-18, December.
    9. Casey Warman & Christopher Worswick, 2015. "Technological change, occupational tasks and declining immigrant outcomes: Implications for earnings and income inequality in Canada," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 48(2), pages 736-772, May.
    10. Subal Kumbhakar & Christopher Parmeter, 2009. "The effects of match uncertainty and bargaining on labor market outcomes: evidence from firm and worker specific estimates," Journal of Productivity Analysis, Springer, vol. 31(1), pages 1-14, February.
    11. Ana Ferrer & W. Craig Riddell, 2008. "Education, credentials, and immigrant earnings," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 41(1), pages 186-216, February.
    12. Chiswick, Barry R. & Miller, Paul W., 2009. "The international transferability of immigrants' human capital," Economics of Education Review, Elsevier, vol. 28(2), pages 162-169, April.
    13. Polachek, Solomon W & Yoon, Bong Joon, 1996. "Panel Estimates of a Two-Tiered Earnings Frontier," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(2), pages 169-178, March-Apr.
    14. Slottje, Daniel J. & Hirschberg, Joseph G. & Hayes, Kathy J. & Scully, Gerald W., 1994. "A new method for detecting individual and group labor market discrimination," Journal of Econometrics, Elsevier, vol. 61(1), pages 43-64, March.
    15. Green, David A, 1999. "Immigrant Occupational Attainment: Assimilation and Mobility over Time," Journal of Labor Economics, University of Chicago Press, vol. 17(1), pages 49-79, January.
    16. Ashenfelter, Orley & Harmon, Colm & Oosterbeek, Hessel, 1999. "A review of estimates of the schooling/earnings relationship, with tests for publication bias," Labour Economics, Elsevier, vol. 6(4), pages 453-470, November.
    17. Polachek, Solomon W & Yoon, Bong Joon, 1987. "A Two-tiered Earnings Frontier Estimation of Employer and Employee Information in the Labor Market," The Review of Economics and Statistics, MIT Press, vol. 69(2), pages 296-302, May.
    18. Ana M. Ferrer & Garnett Picot & William Craig Riddell, 2014. "New Directions in Immigration Policy: Canada's Evolving Approach to the Selection of Economic Immigrants," International Migration Review, Wiley Blackwell, vol. 48(3), pages 846-867, September.
    19. Kumbhakar,Subal C. & Wang,Hung-Jen & Horncastle,Alan P., 2015. "A Practitioner's Guide to Stochastic Frontier Analysis Using Stata," Cambridge Books, Cambridge University Press, number 9781107609464.
    20. Tsionas, Efthymios G., 2012. "Maximum likelihood estimation of stochastic frontier models by the Fourier transform," Journal of Econometrics, Elsevier, vol. 170(1), pages 234-248.
    21. Sharif, Najma R. & Dar, Atul A., 2007. "An Empirical Investigation of the Impact of Imperfect Information on Wages in Canada," Review of Applied Economics, Lincoln University, Department of Financial and Business Systems, vol. 3(1-2), pages 1-19.
    22. Susumu Imai & Derek G. Stacey & Casey Warman, 2011. "From Engineer To Taxi Driver? Occupational Skills And The Economic Outcomes Of Immigrants," Working Paper 1275, Economics Department, Queen's University.
    23. Duncan, Greg J. & Hoffman, Saul D., 1981. "The incidence and wage effects of overeducation," Economics of Education Review, Elsevier, vol. 1(1), pages 75-86, February.
    24. Yigit Aydede & Atul Dar, 2016. "The cost of immigrants’ occupational mismatch and the effectiveness of postarrival policies in Canada," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 5(1), pages 1-23, December.
    25. Oleg Badunenko & Daniel J. Henderson & Subal C. Kumbhakar, 2012. "When, where and how to perform efficiency estimation," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 175(4), pages 863-892, October.
    26. George J. Borjas, 2021. "The Slowdown in the Economic Assimilation of Immigrants: Aging and Cohort Effects Revisited Again," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 3, pages 31-65, World Scientific Publishing Co. Pte. Ltd..
    27. 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.
    28. Fortin, Nicole & Lemieux, Thomas & Torres, Javier, 2016. "Foreign human capital and the earnings gap between immigrants and Canadian-born workers," Labour Economics, Elsevier, vol. 41(C), pages 104-119.
    29. Green, David A. & Worswick, Christopher, 2012. "Immigrant earnings profiles in the presence of human capital investment: Measuring cohort and macro effects," Labour Economics, Elsevier, vol. 19(2), pages 241-259.
    30. Orley Ashenfelter & Colm Harmon & Hessel Oosterbeek, 1999. "A Review of Estimates of the Schooling/Earnings Relationship, with Tests for Publication Bias," Working Papers 804, Princeton University, Department of Economics, Industrial Relations Section..
    31. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    32. Christopher F. Parmeter & Robin C. Sickles (ed.), 2021. "Advances in Efficiency and Productivity Analysis," Springer Proceedings in Business and Economics, Springer, number 978-3-030-47106-4, February.
    33. Jondrow, James & Knox Lovell, C. A. & Materov, Ivan S. & Schmidt, Peter, 1982. "On the estimation of technical inefficiency in the stochastic frontier production function model," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 233-238, August.
    34. Groot, W. & Oosterbeek, H., 1995. "Stochastic reservation and offer wages," Labour Economics, Elsevier, vol. 2(1), pages 107-107, March.
    35. Chiswick, Barry R. & Miller, Paul W., 2007. "Earnings and Occupational Attainment: Immigrants and the Native Born," IZA Discussion Papers 2676, Institute of Labor Economics (IZA).
    36. repec:fth:prinin:425 is not listed on IDEAS
    37. Abdurrahman Aydemir & Mikal Skuterud, 2005. "Explaining the deteriorating entry earnings of Canada's immigrant cohorts, 1966 - 2000," Canadian Journal of Economics, Canadian Economics Association, vol. 38(2), pages 641-672, May.
    38. Robst, John, 2007. "Education and job match: The relatedness of college major and work," Economics of Education Review, Elsevier, vol. 26(4), pages 397-407, August.
    39. Battese, George E. & Coelli, Tim J., 1988. "Prediction of firm-level technical efficiencies with a generalized frontier production function and panel data," Journal of Econometrics, Elsevier, vol. 38(3), pages 387-399, July.
    40. Poggi, Ambra, 2010. "Job satisfaction, working conditions and aspirations," Journal of Economic Psychology, Elsevier, vol. 31(6), pages 936-949, December.
    41. Maria Jose Perez Villadoniga & Ana Rodríguez-Alvarez, 2017. "Analysing wage differentials when workers maximize the return to human capital investment," Applied Economics, Taylor & Francis Journals, vol. 49(42), pages 4196-4208, September.
    42. Anthony Murphy & Eric Strobl, 2008. "Employer and Employee Ignorance in Developing Countries: The Case of Trinidad and Tobago," Review of Development Economics, Wiley Blackwell, vol. 12(2), pages 339-353, May.
    43. Yigit Aydede & Atul Dar, 2017. "Is the lower return to immigrants’ foreign schooling a postarrival problem in Canada?," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 6(1), pages 1-25, December.
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    More about this item

    Keywords

    Imperfect information in labour markets; returns to education; occupational mismatch; stochastic frontier;
    All these keywords.

    JEL classification:

    • J6 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers
    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers

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