IDEAS home Printed from https://ideas.repec.org/p/zbw/glodps/858.html
   My bibliography  Save this paper

Does vocational education pay better, or worse, than academic education?

Author

Listed:
  • Chen, Jie
  • Pastore, Francesco

Abstract

In this paper, we use the Chinese General Social Survey data to analyse the returns to upper secondary vocational education in China. To address possible endogeneity of vocational training due to omitted heterogeneity, we construct a novel instrumental variable using the proportion of tertiary education graduates relative to the entire population by year. Our main finding is that, although returns to vocational upper secondary education appear higher than returns to academic upper secondary education according to the Mincerian equation, the results from the instrumental variable method tell the opposite story: vocational upper secondary graduates face a wage penalty compared to academic upper secondary graduates. The wage penalty is confirmed by an alternative and more recent IV method - the Lewbel method (Lewbel, 2012). Our findings highlight the importance of properly accounting for endogeneity when estimating the returns to vocational education.

Suggested Citation

  • Chen, Jie & Pastore, Francesco, 2021. "Does vocational education pay better, or worse, than academic education?," GLO Discussion Paper Series 858, Global Labor Organization (GLO).
    • Handle: RePEc:zbw:glodps:858
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/234560/1/GLO-DP-0858.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Pastore, Francesco & Verashchagina, Alina, 2006. "Private returns to human capital over transition: A case study of Belarus," Economics of Education Review, Elsevier, vol. 25(1), pages 91-107, February.
    2. Guo, Dong & Wang, Anyi, 2020. "Is vocational education a good alternative to low-performing students in China," International Journal of Educational Development, Elsevier, vol. 75(C).
    3. Duraisamy, P., 2002. "Changes in returns to education in India, 1983-94: by gender, age-cohort and location," Economics of Education Review, Elsevier, vol. 21(6), pages 609-622, December.
    4. 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.
    5. Psacharopoulos, George, 1994. "Returns to investment in education: A global update," World Development, Elsevier, vol. 22(9), pages 1325-1343, September.
    6. Li Dai & Pedro S. Martins, 2020. "Does vocational education pay off in China? Instrumental-variable quantile-regression evidence," Working Papers 100, Queen Mary, University of London, School of Business and Management, Centre for Globalisation Research.
    7. George Psacharopoulos & Harry Anthony Patrinos, 2018. "Returns to investment in education: a decennial review of the global literature," Education Economics, Taylor & Francis Journals, vol. 26(5), pages 445-458, September.
    8. Chen, Jie & Pastore, Francesco, 2021. ""Study Hard and Make Progress Every Day": Updates on Returns to Education in China," IZA Discussion Papers 14139, Institute of Labor Economics (IZA).
    9. Arthur Lewbel, 2012. "Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 67-80.
    10. Zhong, Hai, 2011. "Returns to higher education in China: What is the role of college quality?," China Economic Review, Elsevier, vol. 22(2), pages 260-275, June.
    11. Heckman, James J. & Yi, Junjian, 2012. "Human Capital, Economic Growth, and Inequality in China," IZA Discussion Papers 6550, Institute of Labor Economics (IZA).
    12. Asadullah, M. Niaz & Xiao, Saizi, 2020. "The changing pattern of wage returns to education in post-reform China," Structural Change and Economic Dynamics, Elsevier, vol. 53(C), pages 137-148.
    13. Christopher F Baum & Arthur Lewbel, 2019. "Advice on using heteroskedasticity-based identification," Stata Journal, StataCorp LP, vol. 19(4), pages 757-767, December.
    14. Xin Meng, 2012. "Labor Market Outcomes and Reforms in China," Journal of Economic Perspectives, American Economic Association, vol. 26(4), pages 75-102, Fall.
    15. repec:wyi:journl:002165 is not listed on IDEAS
    16. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    17. Chinhui Juhn & Kristin McCue, 2017. "Specialization Then and Now: Marriage, Children, and the Gender Earnings Gap across Cohorts," Journal of Economic Perspectives, American Economic Association, vol. 31(1), pages 183-204, Winter.
    18. Giorgio Brunello & Lorenzo Rocco, 2017. "The effects of vocational education on adult skills, employment and wages: What can we learn from PIAAC?," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 8(4), pages 315-343, November.
    19. Daeheon Choi & Chune Young Chung & Ha Truong, 2019. "Return on Education in Two Major Vietnamese Cities," Sustainability, MDPI, vol. 11(18), pages 1-30, September.
    20. Prashant Loyalka & Xiaoting Huang & Linxiu Zhang & Jianguo Wei & Hongmei Yi & Yingquan Song & Yaojiang Shi & James Chu, 2016. "The Impact of Vocational Schooling on Human Capital Development in Developing Countries: Evidence from China," The World Bank Economic Review, World Bank, vol. 30(1), pages 143-170.
    21. Meng, Xin & Shen, Kailing & Xue, Sen, 2013. "Economic reform, education expansion, and earnings inequality for urban males in China, 1988–2009," Journal of Comparative Economics, Elsevier, vol. 41(1), pages 227-244.
    22. Dearden, Lorraine, et al, 2002. "The Returns to Academic and Vocational Qualifications in Britain," Bulletin of Economic Research, Wiley Blackwell, vol. 54(3), pages 249-274, July.
    23. Mok, Ka Ho & Marginson, Simon, 2021. "Massification, diversification and internationalisation of higher education in China: Critical reflections of developments in the last two decades," International Journal of Educational Development, Elsevier, vol. 84(C).
    24. Li, Hongbin & Liu, Pak Wai & Zhang, Junsen, 2012. "Estimating returns to education using twins in urban China," Journal of Development Economics, Elsevier, vol. 97(2), pages 494-504.
    25. Halvorsen, Robert & Palmquist, Raymond, 1980. "The Interpretation of Dummy Variables in Semilogarithmic Equations," American Economic Review, American Economic Association, vol. 70(3), pages 474-475, June.
    26. Wu, Na & Wang, Qunyong, 2018. "Wage penalty of overeducation: New micro-evidence from China," China Economic Review, Elsevier, vol. 50(C), pages 206-217.
    27. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    28. Giorgio Brunello & Lorenzo Rocco, 2015. "The effects of vocational education on adult skills and wages: What can we learn from PIAAC?," OECD Social, Employment and Migration Working Papers 168, OECD Publishing.
    29. Neuman, Shoshana & Ziderman, Adrian, 1991. "Vocational schooling, occupational matching, and labor market earnings in Israel," Policy Research Working Paper Series 683, The World Bank.
    30. Kate Antonovics & Robert Town, 2004. "Are All the Good Men Married? Uncovering the Sources of the Marital Wage Premium," American Economic Review, American Economic Association, vol. 94(2), pages 317-321, May.
    31. Harry Anthony Patrinos & George Psacharopoulos & Aysit Tansel, 2021. "Private and Social Returns to Investment in Education: the Case of Turkey with Alternative Methods," Applied Economics, Taylor & Francis Journals, vol. 53(14), pages 1638-1658, March.
    32. Shoshana Neuman & Adrian Ziderman, 1991. "Vocational Schooling, Occupational Matching, and Labor Market Earnings in Israel," Journal of Human Resources, University of Wisconsin Press, vol. 26(2), pages 256-281.
    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. Wongmonta, Sasiwooth, 2023. "Revisiting the wage effects of vocational education and training (VET) over the life cycle: The case of Thailand," International Journal of Educational Development, Elsevier, vol. 103(C).
    2. Liu, Hongyan & Xu, Yali & Zhang, Ruyue & Nie, Jingchun & Rule, Andrew & Rozelle, Scott & Yuan, Lingran, 2024. "Comparing the payoff to vocational and academic secondary education in China over time," International Journal of Educational Development, Elsevier, vol. 107(C).

    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. Jie Chen & Francesco Pastore, 2024. "Dynamics of returns to vocational education in China: 2010–2017," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-15, December.
    2. Chen, Jie & Kanjilal-Bhaduri, Sanghamitra & Pastore, Francesco, 2022. "Updates on Returns to Education in India: Analysis Using PLFS 2018-19 Data," IZA Discussion Papers 15002, Institute of Labor Economics (IZA).
    3. Chen, Jie & Pastore, Francesco, 2021. ""Study hard and make progress every day": Updates on returns to education in China," GLO Discussion Paper Series 787, Global Labor Organization (GLO).
    4. Ukaj MIC & Mustafa Topxhiu RAHMIJE, 2019. "The returns to investment in education: Some theoretical and empirical insights," Economics and Applied Informatics, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, issue 1, pages 193-203.
    5. M Niaz Asadullah & Saizi Xiao, 2019. "Labor Market Returns to Education and English Language Skills in the People's Republic of China: An Update," Asian Development Review, MIT Press, vol. 36(1), pages 80-111, March.
    6. Lijia Guo & Jiashun Huang & You Zhang, 2019. "Education Development in China: Education Return, Quality, and Equity," Sustainability, MDPI, vol. 11(13), pages 1-20, July.
    7. Pham, Thai-Hung & Reilly, Barry, 2007. "The gender pay gap in Vietnam, 1993-2002: A quantile regression approach," Journal of Asian Economics, Elsevier, vol. 18(5), pages 775-808, October.
    8. Fortin, Bernard & Ragued, Safa, 2017. "Does temporary interruption in postsecondary education induce a wage penalty? Evidence from Canada," Economics of Education Review, Elsevier, vol. 58(C), pages 108-122.
    9. Vinish Shrestha, 2016. "Can Basic Maternal Literacy Skills Improve Infant Health Outcomes? Evidence from the Education Act in Nepal," Working Papers 2016-08, Towson University, Department of Economics, revised Jan 2019.
    10. John Giles & Albert Park & Meiyan Wang, 2019. "The Great Proletarian Cultural Revolution, Disruptions to Education, and the Returns to Schooling in Urban China," Economic Development and Cultural Change, University of Chicago Press, vol. 68(1), pages 131-164.
    11. 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.
    12. Huzeyfe Torun & Semih Tumen, 2019. "Do vocational high school graduates have better employment outcomes than general high school graduates?," International Journal of Manpower, Emerald Group Publishing Limited, vol. 40(8), pages 1364-1388, August.
    13. Angel de la Fuente & Antonio Ciccone, 2003. "Human capital in a global and knowledge-based economy," UFAE and IAE Working Papers 562.03, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    14. CHEN, Guifu & HAMORI, Shigeyuki, 2009. "Economic returns to schooling in urban China: OLS and the instrumental variables approach," China Economic Review, Elsevier, vol. 20(2), pages 143-152, June.
    15. Jesus Crespo Cuaresma & Anna Raggl, 2016. "The dynamics of returns to education in Uganda: National and subnational trends," Development Policy Review, Overseas Development Institute, vol. 34(3), pages 385-422, May.
    16. Dearden, Lorraine, et al, 2002. "The Returns to Academic and Vocational Qualifications in Britain," Bulletin of Economic Research, Wiley Blackwell, vol. 54(3), pages 249-274, July.
    17. Liu, Hongyan & Xu, Yali & Zhang, Ruyue & Nie, Jingchun & Rule, Andrew & Rozelle, Scott & Yuan, Lingran, 2024. "Comparing the payoff to vocational and academic secondary education in China over time," International Journal of Educational Development, Elsevier, vol. 107(C).
    18. Emran, M. Shahe & Jiang, Hanchen & Shilpi, Forhad, 2020. "Gender Bias and Intergenerational Educational Mobility: Theory and Evidence from China and India," GLO Discussion Paper Series 497, Global Labor Organization (GLO).
    19. Kahyarara, Godius & Teal, Francis, 2008. "The Returns to Vocational Training and Academic Education: Evidence from Tanzania," World Development, Elsevier, vol. 36(11), pages 2223-2242, November.
    20. Sefa Awaworyi Churchill & Vinod Mishra, 2018. "Returns to education in China: a meta-analysis," Applied Economics, Taylor & Francis Journals, vol. 50(54), pages 5903-5919, November.

    More about this item

    Keywords

    vocational education; academic education; upper secondary; China; Lewbel;
    All these keywords.

    JEL classification:

    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • C36 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Instrumental Variables (IV) Estimation

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:zbw:glodps:858. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/glabode.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.