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Education and earning linkages of regular and casual workers in India: a quantile regression approach

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  • Anuneeta Mitra

    (National University of Educational Planning and Administration (NUEPA))

Abstract

The central idea of the present study is to re-establish the importance of human capital variables (education and experience) at all India level and also at the disaggregated level of gender (male/female) across regular and casual workers using NSS 68th round. This is the latest employment–unemployment unit-level records pertaining to year 2011–2012. The paper examines the impact of human capital variables, household factors, job-related factors, individual characteristics and locational factors on earnings of an individual. Separate augmented Mincerian equations have been used for regular and casual workers, further subdivided at the level of male and female. The method of quantile regression has been used to estimate the augmented Mincerian equation at the above-mentioned disaggregated levels. The present study showcases that human capital variables, household factors, job-related factors, individual characteristics and locational factors impact regular and casual workers differently, the variation being further pronounced when disaggregated at the level of gender. Interestingly, human capital variables impact the earnings of regular workers (male and female) and casual (male and female) workers positively. Factoring the growing informalisation (not being entitled to social security benefits) in the regular form of employment, the study showcases a wide disparity within the regular workers. Thus, an attempt has been made to unfold primarily the interplay between education and earnings at various disaggregated levels.

Suggested Citation

  • 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.
  • Handle: RePEc:spr:jsecdv:v:18:y:2016:i:1:d:10.1007_s40847-016-0029-4
    DOI: 10.1007/s40847-016-0029-4
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    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. James J. Heckman & V. Joseph Hotz, 1986. "An Investigation of the Labor Market Earnings of Panamanian Males Evaluating the Sources of Inequality," Journal of Human Resources, University of Wisconsin Press, vol. 21(4), pages 507-542.
    3. Barry R. Chiswick, 2006. "Jacob Mincer, Experience and the Distribution of Earnings," Springer Books, in: Shoshana Grossbard (ed.), Jacob Mincer A Pioneer of Modern Labor Economics, chapter 10, pages 109-126, Springer.
    4. Joop Hartog & Pedro Pereira & Jose Vieira, 2001. "Changing returns to education in Portugal during the 1980s and early 1990s: OLS and quantile regression estimators," Applied Economics, Taylor & Francis Journals, vol. 33(8), pages 1021-1037.
    5. George Psacharopoulos, 1985. "Returns to Education: A Further International Update and Implications," Journal of Human Resources, University of Wisconsin Press, vol. 20(4), pages 583-604.
    6. Griliches, Zvi & Mason, William M, 1972. "Education, Income, and Ability," Journal of Political Economy, University of Chicago Press, vol. 80(3), pages 74-103, Part II, .
    7. Charles F. Manski, 1989. "Anatomy of the Selection Problem," Journal of Human Resources, University of Wisconsin Press, vol. 24(3), pages 343-360.
    8. Mwabu, Germano & Schultz, T Paul, 2000. "Wage Premiums for Education and Location of South African Workers, by Gender and Race," Economic Development and Cultural Change, University of Chicago Press, vol. 48(2), pages 307-334, January.
    9. T. Paul Schultz, 2004. "Evidence of Returns to Schooling in Africa from Household Surveys: Monitoring and Restructuring the Market for Education," Journal of African Economies, Centre for the Study of African Economies, vol. 13(02), pages 95-148, December.
    10. Tansel, Avsit, 2005. "Public-Private Employment Choice, Wage Differentials, and Gender in Turkey," Economic Development and Cultural Change, University of Chicago Press, vol. 53(2), pages 453-477, January.
    11. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    12. José A. F. Machado & José Mata, 2001. "Earning functions in Portugal 1982-1994: Evidence from quantile regressions," Empirical Economics, Springer, vol. 26(1), pages 115-134.
    13. Elena Glinskaya & Michael Lokshin, 2007. "Wage differentials between the public and private sectors in India," Journal of International Development, John Wiley & Sons, Ltd., vol. 19(3), pages 333-355.
    14. Michelle Riboud & Yevgeniya Savchenko & Hong Tan, 2007. "The Knowledge Economy and Education and Training in South Asia," World Bank Publications - Reports 19637, The World Bank Group.
    15. Daron Acemoglu, 2002. "Technical Change, Inequality, and the Labor Market," Journal of Economic Literature, American Economic Association, vol. 40(1), pages 7-72, March.
    16. Blom, Andreas & Holm-Nielsen, Lauritz & Verner, Dorte, 2001. "Education, earnings, and inequality in Brazil, 1982-98 - implications for education policy," Policy Research Working Paper Series 2686, The World Bank.
    17. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    18. R. F. Elliott & K. Duffus, 1996. "What Has Been Happening to Pay in the Public-Service Sector of the British Economy? Developments over the Period 1970–1992," British Journal of Industrial Relations, London School of Economics, vol. 34(1), pages 51-85, March.
    19. Behrman, Jere R. & Wolfe, Barbara L., 1984. "Labor force participation and earnings determinants for women in the special conditions of developing countries," Journal of Development Economics, Elsevier, vol. 15(1-3), pages 259-288.
    20. Thomas Lemieux, 2006. "The “Mincer Equation” Thirty Years After Schooling, Experience, and Earnings," Springer Books, in: Shoshana Grossbard (ed.), Jacob Mincer A Pioneer of Modern Labor Economics, chapter 11, pages 127-145, Springer.
    21. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
    22. 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.
    23. Christopher Colclough & Geeta Kingdon & Harry Patrinos, 2010. "The Changing Pattern of Wage Returns to Education and its Implications," Development Policy Review, Overseas Development Institute, vol. 28(6), pages 733-747, November.
    24. Geeta Gandhi Kingdon & Jeemol Unni, 2001. "Education and Women's Labour Market Outcomes in India," Education Economics, Taylor & Francis Journals, vol. 9(2), pages 173-195.
    25. 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.
    26. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    27. Deolalikar, Anil B & Evenson, Robert E, 1989. "Technology Production and Technology Purchase in Indian Industry: An Econometric Analysis," The Review of Economics and Statistics, MIT Press, vol. 71(4), pages 689-692, November.
    28. Behrman, Jere R. & Khan, Shahrukh & Ross, David & Sabot, Richard, 1997. "School quality and cognitive achievement production: A case study for rural Pakistan," Economics of Education Review, Elsevier, vol. 16(2), pages 127-142, April.
    29. Geeta Gandhi Kingdon & Nicolas Theopold, 2008. "Do returns to education matter to schooling participation? Evidence from India," Education Economics, Taylor & Francis Journals, vol. 16(4), pages 329-350.
    30. Berger,Suzanne & Piore,Michael J., 1980. "Dualism and Discontinuity in Industrial Societies," Cambridge Books, Cambridge University Press, number 9780521231343.
    31. Psacharopoulos, George, 1994. "Returns to investment in education: A global update," World Development, Elsevier, vol. 22(9), pages 1325-1343, September.
    32. Ariel Fiszbein & Paula Inés Giovagnoli & Harry Anthony Patrinos, 2007. "Estimating the Returns to Education in Argentina Using Quantile Regression Analysis: 1992-2002," Económica, Departamento de Economía, Facultad de Ciencias Económicas, Universidad Nacional de La Plata, vol. 0(1-2), pages 53-72, January-D.
    33. Dickens, William T & Lang, Kevin, 1985. "A Test of Dual Labor Market Theory," American Economic Review, American Economic Association, vol. 75(4), pages 792-805, September.
    34. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    35. Siphambe, Happy Kufigwa, 2000. "Rates of return to education in Botswana," Economics of Education Review, Elsevier, vol. 19(3), pages 291-300, June.
    36. Moenjak, Thammarak & Worswick, Christopher, 2003. "Vocational education in Thailand: a study of choice and returns," Economics of Education Review, Elsevier, vol. 22(1), pages 99-107, February.
    37. Sharon P. Smith, 1976. "Pay Differentials between Federal Government and Private Sector Workers," ILR Review, Cornell University, ILR School, vol. 29(2), pages 179-197, January.
    38. Malathy Duraisamy & P. Duraisamy, 2016. "Gender wage gap across the wage distribution in different segments of the Indian labour market, 1983–2012: exploring the glass ceiling or sticky floor phenomenon," Applied Economics, Taylor & Francis Journals, vol. 48(43), pages 4098-4111, September.
    39. William T. Dickens & Kevin Lang, 1985. "Testing Dual Labor Market Theory: A Reconsideration of the Evidence," NBER Working Papers 1670, National Bureau of Economic Research, Inc.
    40. Geeta Gandhi Kingdon, 1998. "Does the labour market explain lower female schooling in India?," Journal of Development Studies, Taylor & Francis Journals, vol. 35(1), pages 39-65.
    41. Keith A. Bender, 1998. "The Central Government‐Private Sector Wage Differential," Journal of Economic Surveys, Wiley Blackwell, vol. 12(2), pages 177-220, April.
    42. Mehtabul Azam & Nishith Prakash, 2015. "A Distributional Analysis of Public–Private Wage Differential in India," LABOUR, CEIS, vol. 29(4), pages 394-414, December.
    43. Azam, Mehtabul, 2012. "Changes in Wage Structure in Urban India, 1983–2004: A Quantile Regression Decomposition," World Development, Elsevier, vol. 40(6), pages 1135-1150.
    44. Jere R. Behrman & Nancy Birdsall & Miguel Székely, 2003. "Economic Policy and Wage Differentials in Latin America," Working Papers 29, Center for Global Development.
    45. Mwabu, Germano & Schultz, T Paul, 1996. "Education Returns across Quantiles of the Wage Function: Alternative Explanations for Returns to Education by Race in South Africa," American Economic Review, American Economic Association, vol. 86(2), pages 335-339, May.
    46. Gregory, Robert G. & Borland, Jeff, 1999. "Recent developments in public sector labor markets," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 53, pages 3573-3630, Elsevier.
    47. 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.
    48. Naila Kabeer, 2002. "Safety Nets and Opportunity Ladders: Addressing Vulnerability and Enhancing Productivity in South Asia," Development Policy Review, Overseas Development Institute, vol. 20(5), pages 589-614, November.
    49. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    50. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    51. Griliches, Zvi, 1977. "Estimating the Returns to Schooling: Some Econometric Problems," Econometrica, Econometric Society, vol. 45(1), pages 1-22, January.
    52. Puja Vasudeva Dutta, 2006. "Returns to Education: New Evidence for India, 1983-1999," Education Economics, Taylor & Francis Journals, vol. 14(4), pages 431-451.
    53. Zvi Griliches, 1970. "Notes on the Role of Education in Production Functions and Growth Accounting," NBER Chapters, in: Education, Income, and Human Capital, pages 71-127, National Bureau of Economic Research, Inc.
    54. Brown, Philip H, 2006. "Parental Education and Investment in Children's Human Capital in Rural China," Economic Development and Cultural Change, University of Chicago Press, vol. 54(4), pages 759-789, July.
    55. Banerjee, Biswajit & Knight, J. B., 1985. "Caste discrimination in the Indian urban labour market," Journal of Development Economics, Elsevier, vol. 17(3), pages 277-307, April.
    56. Evangelos M. Falaris, 2008. "A Quantile Regression Analysis of Wages in Panama," Review of Development Economics, Wiley Blackwell, vol. 12(3), pages 498-514, August.
    57. 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.
    58. Theodore W. Schultz, 1960. "Capital Formation by Education," Journal of Political Economy, University of Chicago Press, vol. 68(6), pages 571-571.
    59. 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.
    60. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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