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Explaining ethnic disparities in bachelor's qualifications: Participation, retention and completion in NZ

Author

Listed:
  • Lisa Meehan

    (Productivity Commission)

  • Gail Pacheco

    (AUT Work Research Institute)

  • Zoe Pushon

    (Productivity Commission)

Abstract

There are substantial ethnic gaps in higher education in NZ, despite more than a decade of considerable policy effort aimed at this concern. This study uses newly linked administrative data to examine the underachievement of Māori and Pasifika relative to Europeans. We follow a population cohort born between 1990 and 1994 from school through to young adulthood to assess the relative contributions of prior academic performance, socioeconomic status and parental education to these gaps. Controlling for the relevant covariates narrows the Māori-European gap and completely eliminates the Pasifika-European gap in bachelor's degree participation rates. Utilising Fairlie decompositions, we find that school performance is by far the largest contributor to the ethnic gaps. Low socioeconomic status and parental education are also pertinent, but less important. Our results suggest that ethnic-based policies aimed at encouraging participation are likely to have a limited effect if used in isolation, and signal the need for policy interventions earlier in the education system.

Suggested Citation

  • Lisa Meehan & Gail Pacheco & Zoe Pushon, 2017. "Explaining ethnic disparities in bachelor's qualifications: Participation, retention and completion in NZ," Working Papers 2017/01, New Zealand Productivity Commission.
  • Handle: RePEc:ayz:wpaper:17_01
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    File URL: https://www.productivity.govt.nz/assets/Documents/explaining-ethnic-disparities/7129366354/Explaining-ethnic-disparities.pdf
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    1. Vignoles Anna F & Powdthavee Nattavudh, 2009. "The Socioeconomic Gap in University Dropouts," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 9(1), pages 1-36, April.
    2. Robert W. Fairlie & Florian Hoffmann & Philip Oreopoulos, 2014. "A Community College Instructor Like Me: Race and Ethnicity Interactions in the Classroom," American Economic Review, American Economic Association, vol. 104(8), pages 2567-2591, August.
    3. Haroon Chowdry & Claire Crawford & Lorraine Dearden & Alissa Goodman & Anna Vignoles, 2013. "Widening participation in higher education: analysis using linked administrative data," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 176(2), pages 431-457, February.
    4. Black, Sandra E. & Lincove, Jane & Cullinane, Jennifer & Veron, Rachel, 2015. "Can you leave high school behind?," Economics of Education Review, Elsevier, vol. 46(C), pages 52-63.
    5. Ira N. Gang & Klaus F. Zimmermann, 2000. "Is Child like Parent? Educational Attainment and Ethnic Origin," Journal of Human Resources, University of Wisconsin Press, vol. 35(3), pages 550-569.
    6. Li, Wenli, 2007. "Family background, financial constraints and higher education attendance in China," Economics of Education Review, Elsevier, vol. 26(6), pages 724-734, December.
    7. Fairlie, Robert W, 1999. "The Absence of the African-American Owned Business: An Analysis of the Dynamics of Self-Employment," Journal of Labor Economics, University of Chicago Press, vol. 17(1), pages 80-108, January.
    8. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    9. Ben Jann, 2008. "The Blinder–Oaxaca decomposition for linear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 453-479, December.
    10. Jason Fletcher & Marta Tienda, 2010. "Race and Ethnic Differences in College Achievement: Does High School Attended Matter?," The ANNALS of the American Academy of Political and Social Science, , vol. 627(1), pages 144-166, January.
    11. Claire Crawford, 2014. "Socio-economic differences in university outcomes in the UK: drop-out, degree completion and degree class," IFS Working Papers W14/31, Institute for Fiscal Studies.
    12. Charles T. Clotfelter & Helen F. Ladd & Jacob L. Vigdor, 2015. "Public Universities, Equal Opportunity, and the Legacy of Jim Crow: Evidence from North Carolina," NBER Working Papers 21577, National Bureau of Economic Research, Inc.
    13. Bai Juhong & Tim Maloney, 2006. "Ethnicity and academic success at university," New Zealand Economic Papers, Taylor & Francis Journals, vol. 40(2), pages 181-213.
    14. Gary Marks, 2008. "Are Father’s or Mother’s Socioeconomic Characteristics More Important Influences on Student Performance? Recent International Evidence," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 85(2), pages 293-309, January.
    15. Robert Haveman & Barbara Wolfe, 1995. "The Determinants of Children's Attainments: A Review of Methods and Findings," Journal of Economic Literature, American Economic Association, vol. 33(4), pages 1829-1878, December.
    16. Sholeh Maani, 1999. "Private and Public Returns to Investments in Secondary and Higher Education in New Zealand Over Time: 1981-1996," Treasury Working Paper Series 99/02, New Zealand Treasury.
    17. Simon Marginson, 2016. "High Participation Systems of Higher Education," The Journal of Higher Education, Taylor & Francis Journals, vol. 87(2), pages 243-271, March.
    18. Gibbons, Stephen & Vignoles, Anna, 2012. "Geography, choice and participation in higher education in England," Regional Science and Urban Economics, Elsevier, vol. 42(1-2), pages 98-113.
    19. Sandra E. Black & Amir Sufi, 2002. "Who Goes to College? Differential Enrollment by Race and Family Background," NBER Working Papers 9310, National Bureau of Economic Research, Inc.
    20. Stephen V. Cameron & James J. Heckman, 2001. "The Dynamics of Educational Attainment for Black, Hispanic, and White Males," Journal of Political Economy, University of Chicago Press, vol. 109(3), pages 455-499, June.
    21. Datcher, Linda P, 1982. "Effects of Community and Family Background on Achievement," The Review of Economics and Statistics, MIT Press, vol. 64(1), pages 32-41, February.
    22. Kane, Thomas J, 1994. "College Entry by Blacks since 1970: The Role of College Costs, Family Background, and the Returns to Education," Journal of Political Economy, University of Chicago Press, vol. 102(5), pages 878-911, October.
    23. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    24. Evans, M. & Farley, A., 1998. "Institutional Characteristics and the Relationship Between Student's Last-Year University and Final-Year Secondary School Academic Performance," Monash Econometrics and Business Statistics Working Papers 18/98, Monash University, Department of Econometrics and Business Statistics.
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    More about this item

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality

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