IDEAS home Printed from https://ideas.repec.org/p/zbw/glodps/651.html
   My bibliography  Save this paper

Education-occupation mismatch and dispersion in returns to education: Evidence from India

Author

Listed:
  • Grover, Shweta
  • Sharma, Ajay

Abstract

Using a national level sample survey on labour market in India, we analyze the role of education-occupation (mis-)match (EOM) in explaining within-group dispersion in returns to education. Applying a double sample selection bias correction and Mincerian quantile wage regression estimation, the analysis reveals interesting findings. First, on average, overeducated workers suffer a wage penalty of seven percent and undereducated workers do not receive a wage reward as compared to their adequately educated counterparts. Second, the inclusion of match status reduces within-education group dispersion in returns. The finding highlights that ignoring EOM and thus, adopting a restrictive view of similarity across workers may lead to overestimation of the within-education group dispersion in returns. This study argues for focusing on EOM to increase both pecuniary and social benefits of education in terms of productivity gains and wages as well as to reduce wage dispersion.

Suggested Citation

  • Grover, Shweta & Sharma, Ajay, 2020. "Education-occupation mismatch and dispersion in returns to education: Evidence from India," GLO Discussion Paper Series 651, Global Labor Organization (GLO).
    • Handle: RePEc:zbw:glodps:651
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/223314/1/GLO-DP-0651.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Aysit Tansel & Fatma Bircan Bodur, 2012. "Wage Inequality and Returns to Education in Turkey: A Quantile Regression Analysis," Review of Development Economics, Wiley Blackwell, vol. 16(1), pages 107-121, February.
    2. Christopher Fleming & Parvinder Kler, 2008. "I'm too clever for this job: a bivariate probit analysis on overeducation and job satisfaction in Australia," Applied Economics, Taylor & Francis Journals, vol. 40(9), pages 1123-1138.
    3. Hartog, Joop, 2000. "Over-education and earnings: where are we, where should we go?," Economics of Education Review, Elsevier, vol. 19(2), pages 131-147, April.
    4. Eckstein, Zvi & van den Berg, Gerard J., 2007. "Empirical labor search: A survey," Journal of Econometrics, Elsevier, vol. 136(2), pages 531-564, February.
    5. Budría, Santiago & Moro-Egido, Ana I., 2008. "Education, educational mismatch, and wage inequality: Evidence for Spain," Economics of Education Review, Elsevier, vol. 27(3), pages 332-341, June.
    6. Dolton, Peter J & Makepeace, G H, 1990. "Self Employment among Graduates," Bulletin of Economic Research, Wiley Blackwell, vol. 42(1), pages 35-53, January.
    7. Aaberge, Rolf & Mogstad, Magne & Peragine, Vito, 2011. "Measuring long-term inequality of opportunity," Journal of Public Economics, Elsevier, vol. 95(3), pages 193-204.
    8. Lucía Mateos-Romero & María del Mar Salinas-Jiménez, 2017. "Skills Heterogeneity Among Graduate Workers: Real and Apparent Overeducation in the Spanish Labor Market," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 132(3), pages 1247-1264, July.
    9. Kiker, B. F. & Santos, Maria C. & de Oliveira, M. Mendes, 1997. "Overeducation and undereducation: Evidence for Portugal," Economics of Education Review, Elsevier, vol. 16(2), pages 111-125, April.
    10. James J. Heckman, 1977. "Sample Selection Bias As a Specification Error (with an Application to the Estimation of Labor Supply Functions)," NBER Working Papers 0172, National Bureau of Economic Research, Inc.
    11. Martins, Pedro S. & Pereira, Pedro T., 2004. "Does education reduce wage inequality? Quantile regression evidence from 16 countries," Labour Economics, Elsevier, vol. 11(3), pages 355-371, June.
    12. Richard R. Verdugo & Naomi Turner Verdugo, 1989. "The Impact of Surplus Schooling on Earnings: Some Additional Findings," Journal of Human Resources, University of Wisconsin Press, vol. 24(4), pages 629-643.
    13. Giuseppe De Luca, 2008. "SNP and SML estimation of univariate and bivariate binary-choice models," Stata Journal, StataCorp LP, vol. 8(2), pages 190-220, June.
    14. Henderson, Daniel J. & Polachek, Solomon W. & Wang, Le, 2011. "Heterogeneity in schooling rates of return," Economics of Education Review, Elsevier, vol. 30(6), pages 1202-1214.
    15. Cowell, Frank, 2011. "Measuring Inequality," OUP Catalogue, Oxford University Press, edition 3, number 9780199594047.
    16. GholamReza Keshavarz HADDAD & Nader HABIBI, 2017. "Vertical skill mismatch and wage consequences in low-skilled jobs: Evidence from Iran," International Labour Review, International Labour Organization, vol. 156(1), pages 45-72, March.
    17. 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.
    18. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    19. repec:pru:wpaper:29 is not listed on IDEAS
    20. Santiago Budría & Pedro Telhado-Pereira, 2011. "Educational Qualifications And Wage Inequality: Evidence For Europe," Revista de Economia Aplicada, Universidad de Zaragoza, Departamento de Estructura Economica y Economia Publica, vol. 19(2), pages 5-34, Autumn.
    21. Moshe Buchinsky, 1998. "The dynamics of changes in the female wage distribution in the USA: a quantile regression approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 13(1), pages 1-30.
    22. Fabien Postel-Vinay & Jean-Marc Robin, 2002. "Equilibrium Wage Dispersion with Worker and Employer Heterogeneity," Econometrica, Econometric Society, vol. 70(6), pages 2295-2350, November.
    23. James J. Heckman & Lance J. Lochner & Petra E. Todd, 2003. "Fifty Years of Mincer Earnings Regressions," NBER Working Papers 9732, National Bureau of Economic Research, Inc.
    24. Goel, Manisha, 2017. "Inequality Between and Within Skill Groups: The Curious Case of India," World Development, Elsevier, vol. 93(C), pages 153-176.
    25. Paula Herrera-Id�rraga & Enrique L�pez-Bazo & Elisabet Motell�n, 2015. "Double Penalty in Returns to Education: Informality and Educational Mismatch in the Colombian Labour Market," Journal of Development Studies, Taylor & Francis Journals, vol. 51(12), pages 1683-1701, December.
    26. Castelló-Climent, Amparo & Mukhopadhyay, Abhiroop, 2013. "Mass education or a minority well educated elite in the process of growth: The case of India," Journal of Development Economics, Elsevier, vol. 105(C), pages 303-320.
    27. Francis Green & Yu Zhu, 2010. "Overqualification, job dissatisfaction, and increasing dispersion in the returns to graduate education," Oxford Economic Papers, Oxford University Press, vol. 62(4), pages 740-763, October.
    28. Kijima, Yoko, 2006. "Why did wage inequality increase? Evidence from urban India 1983-99," Journal of Development Economics, Elsevier, vol. 81(1), pages 97-117, October.
    29. McGuinness, Seamus & Bennett, Jessica, 2007. "Overeducation in the graduate labour market: A quantile regression approach," Economics of Education Review, Elsevier, vol. 26(5), pages 521-531, October.
    30. Alan Barrett & Tim Callan & Brian Nolan, 1999. "Rising Wage Inequality, Returns to Education and Labour Market Institutions: Evidence from Ireland," British Journal of Industrial Relations, London School of Economics, vol. 37(1), pages 77-100, March.
    31. Alejos, Luis Alejandro, 2003. "Contribution of the determinants of income inequality in Guatemala," MPRA Paper 42757, University Library of Munich, Germany.
    32. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    33. Rumberger, Russell W., 1981. "The rising incidence of overeducation in the U.S. Labor market," Economics of Education Review, Elsevier, vol. 1(3), pages 293-314, June.
    34. 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.
    35. Catsiapis, George & Robinson, Chris, 1982. "Sample selection bias with multiple selection rules : An application to student aid grants," Journal of Econometrics, Elsevier, vol. 18(3), pages 351-368, April.
    36. Devine, Theresa J. & Kiefer, Nicolas M., 1991. "Empirical Labor Economics: The Search Approach," OUP Catalogue, Oxford University Press, number 9780195059366.
    37. repec:hal:spmain:info:hdl:2441/c8dmi8nm4pdjkuc9g8grh35j2 is not listed on IDEAS
    38. Sattinger, Michael, 1993. "Assignment Models of the Distribution of Earnings," Journal of Economic Literature, American Economic Association, vol. 31(2), pages 831-880, June.
    39. Fabien Postel-Vinay & Jean-Marc Robin, 2002. "Equilibrium Wage Dispersion with Worker and Employer Heterogeneity," Post-Print hal-03458567, HAL.
    40. Leuven, Edwin & Oosterbeek, Hessel, 2011. "Overeducation and Mismatch in the Labor Market," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 283-326, Elsevier.
    41. Tushar Agrawal, 2011. "Returns to education in India: Some recent evidence," Indira Gandhi Institute of Development Research, Mumbai Working Papers 2011-017, Indira Gandhi Institute of Development Research, Mumbai, India.
    42. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    43. Elizabeth Ruppert Bulmer, 2018. "Defining informality vs mitigating its negative effects," IZA World of Labor, Institute of Labor Economics (IZA), pages 442-442, August.
    44. Groot, Wim & Maassen van den Brink, Henriette, 2000. "Overeducation in the labor market: a meta-analysis," Economics of Education Review, Elsevier, vol. 19(2), pages 149-158, April.
    45. Tushar Agrawal & Ankush Agrawal, 2019. "Who Gains More from Education? A Comparative Analysis of Business, Farm and Wage Workers in India," Journal of Development Studies, Taylor & Francis Journals, vol. 55(6), pages 1081-1098, June.
    46. Rafal Kierzenkowski & Isabell Koske, 2013. "The Drivers Of Labor Income Inequality — A Literature Review," Journal of International Commerce, Economics and Policy (JICEP), World Scientific Publishing Co. Pte. Ltd., vol. 4(01), pages 1-32.
    47. James D. Montgomery, 1991. "Equilibrium Wage Dispersion and Interindustry Wage Differentials," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(1), pages 163-179.
    48. Swati Sharma & Prateek Sharma, 2017. "Educational mismatch and its impact on earnings: evidence from Indian labour market," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 44(12), pages 1778-1795, December.
    49. repec:hal:spmain:info:hdl:2441/dc0ckec3fcb29ms985085gkbp is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    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. Shweta Bahl & Ajay Sharma, 2024. "Informality, education-occupation mismatch, and wages: evidence from India," Applied Economics, Taylor & Francis Journals, vol. 56(19), pages 2260-2294, April.
    2. Shujaat Farooq, 2015. "Job Mismatches in Pakistan: Is there Some Wage Penalty to Graduates?," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 54(2), pages 147-164.
    3. Boll, Christina & Leppin, Julian Sebastian, 2013. "Unterwertige Beschäftigung von Akademikerinnen und Akademikern: Umfang, Ursachen, Einkommenseffekte und Beitrag zur geschlechtsspezifischen Lohnlücke," HWWI Policy Papers 75, Hamburg Institute of International Economics (HWWI).
    4. Sandra Nieto & Raúl Ramos, 2013. "Non-Formal Education, Overeducation And Wages," Revista de Economia Aplicada, Universidad de Zaragoza, Departamento de Estructura Economica y Economia Publica, vol. 21(1), pages 5-28, Spring.
    5. L. Cattani & G. Guidetti & G. Pedrini, 2014. "Assessing the incidence and wage effects of overeducation among Italian graduates using a new measure for educational requirements," Working Papers wp939, Dipartimento Scienze Economiche, Universita' di Bologna.
    6. Sandra Nieto & Raul Ramos, 2017. "Overeducation, Skills and Wage Penalty: Evidence for Spain Using PIAAC Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 134(1), pages 219-236, October.
    7. Fatma El-Hamidi, 2009. "Education-Occupation Mismatch and the Effect on Wages of Egyptian Workers," Working Papers 474, Economic Research Forum, revised Mar 2009.
    8. Hanan Morsy & Adamon N. Mukasa, 2019. "Working Paper 326 - Youth Jobs, Skill and Educational Mismatches in Africa," Working Paper Series 2452, African Development Bank.
    9. Séamus McGuinness, 2006. "Overeducation in the Labour Market," Journal of Economic Surveys, Wiley Blackwell, vol. 20(3), pages 387-418, July.
    10. Issofou Njifen & Peter Smith, 2024. "Education-Job Mismatch and Heterogeneity in the Return to Schooling: Evidence from Cameroon," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 860-887, March.
    11. Maqbool H. Sial & Ghulam Sarwar & Mubashra Saeed, 2019. "Surplus Education and Earnings Differentials in Pakistan: A Quantile Regression Analysis," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 24(2), pages 93-114, July-Dec.
    12. Anuneeta Mitra, 2016. "Education and earning linkages of regular and casual workers in India: a quantile regression approach," Journal of Social and Economic Development, Springer;Institute for Social and Economic Change, vol. 18(1), pages 147-174, October.
    13. Paulina Broniatowska, 2021. "Wage Effects of Overeducation: Evidence from Poland," Central European Journal of Economic Modelling and Econometrics, Central European Journal of Economic Modelling and Econometrics, vol. 13(1), pages 25-53, March.
    14. Murillo, Inés P. & Rahona-López, Marta & Salinas-Jiménez, Maria del Mar, 2012. "Effects of educational mismatch on private returns to education: An analysis of the Spanish case (1995–2006)," Journal of Policy Modeling, Elsevier, vol. 34(5), pages 646-659.
    15. Joaquin Turmo-Garuz & M.-Teresa Bartual-Figueras & Francisco-Javier Sierra-Martinez, 2019. "Factors Associated with Overeducation Among Recent Graduates During Labour Market Integration: The Case of Catalonia (Spain)," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 144(3), pages 1273-1301, August.
    16. Morsy, Hanan & Mukasa, Adamon, 2019. "Youth Jobs, Skill and Educational Mismatches in Africa," MPRA Paper 100394, University Library of Munich, Germany.
    17. Santiago Budría, 2011. "Are Educational Mismatches Responsible for the ‘Inequality Increasing Effect’ of Education?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 102(3), pages 409-437, July.
    18. Michela Vecchi & Maja Savic & Marina Romiti, 2021. "Skill mismatch among UK graduates," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2021-11, Economic Statistics Centre of Excellence (ESCoE).
    19. Marta Palczyńska, 2021. "Overeducation and wages: the role of cognitive skills and personality traits," Baltic Journal of Economics, Baltic International Centre for Economic Policy Studies, vol. 21(1), pages 85-111.
    20. Issofou Njifen, 2024. "Education-Job mismatch, earnings and worker’s satisfaction in African labor market: evidence from Cameroon," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 41(3), pages 931-962, October.

    More about this item

    Keywords

    Education-occupation mismatch; Dispersion in returns to education; Wage dispersion; India; Quantile regression;
    All these keywords.

    JEL classification:

    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • 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

    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:651. 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.