IDEAS home Printed from https://ideas.repec.org/p/cde/cdewps/243.html
   My bibliography  Save this paper

Bad Karma Or Discrimination? Male-Female Wage Gaps Among Salaried Workers In India

Author

Listed:
  • Ashwini Deshpande

    (Departments of Economics, Delhi School of Economics, University of Delhi, India)

  • Deepti Goel

    (Departments of Economics, Delhi School of Economics, University of Delhi, India)

  • Shantanu Khanna

    (Departments of Economics, Delhi School of Economics, University of Delhi, India)

Abstract

We use data from the Employment-Unemployment Schedule of two large rounds of the National Sample Survey, viz., the 55th round in 1999-00 and the 66th round in 2009-10 to explore gender wage gaps among Regular Wage/Salaried workers, not only at the mean, but along the entire distribution to see “what happens where”. The average wage gap for RWS workers, expressed as a percentage of female average wages, has declined from 30 percent to 26 percent over this decade. Blinder- Oaxaca decompositions indicate that the bulk of the wage gap is unexplained, i.e. possibly discriminatory. While average characteristics for women in RWS have improved over the decade, the discriminatory component of the wage gap has also increased. In 2009-10, if women were paid like men, they would earn more than men on account their characteristics. Moving beyond averages, for both years, male wages are higher than female wages across the entire wage distribution. Also, for both years, we see the existence of the “sticky floor”, in that wage gaps are higher at lower ends of the distribution and steadily decline over the distribution. Machado-MataMelly decompositions reveal that RWS women at the lower end of the distribution face higher discriminatory gaps in wages.

Suggested Citation

  • Ashwini Deshpande & Deepti Goel & Shantanu Khanna, 2015. "Bad Karma Or Discrimination? Male-Female Wage Gaps Among Salaried Workers In India," Working papers 243, Centre for Development Economics, Delhi School of Economics.
  • Handle: RePEc:cde:cdewps:243
    as

    Download full text from publisher

    File URL: http://www.cdedse.org/pdf/work243.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. Wiji Arulampalam & Alison L. Booth & Mark L. Bryan, 2007. "Is There a Glass Ceiling over Europe? Exploring the Gender Pay Gap across the Wage Distribution," ILR Review, Cornell University, ILR School, vol. 60(2), pages 163-186, January.
    3. Esteve-Volart, Berta, 2004. "Gender discrimination and growth: theory and evidence from India," LSE Research Online Documents on Economics 6641, London School of Economics and Political Science, LSE Library.
    4. Tushar Agrawal, 2013. "Are There Glass-Ceiling and Sticky-Floor Effects in India? An Empirical Examination," Oxford Development Studies, Taylor & Francis Journals, vol. 41(3), pages 322-342, September.
    5. Kanika Mahajan & Bharat Ramaswami, 2017. "Caste, Female Labor Supply, and the Gender Wage Gap in India: Boserup Revisited," Economic Development and Cultural Change, University of Chicago Press, vol. 65(2), pages 339-378.
    6. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    7. Ashwini Deshpande & Rajesh Ramachandran, 2013. "How Backward are the Other Backward Classes? Changing Contours of Caste Disadvantage in India," Working papers 233, Centre for Development Economics, Delhi School of Economics.
    8. Zheng Fang & Chris Sakellariou, 2011. "A Case of Sticky Floors: Gender Wage Differentials in Thailand," Asian Economic Journal, East Asian Economic Association, vol. 25(1), pages 35-54, March.
    9. Christofides, Louis N. & Polycarpou, Alexandros & Vrachimis, Konstantinos, 2010. "The Gender Wage Gaps, 'Sticky Floors' and 'Glass Ceilings' of the European Union," IZA Discussion Papers 5044, Institute of Labor Economics (IZA).
    10. Deshpande, Ashwani, 2011. "The Grammar of Caste: Economic Discrimination in Contemporary India," OUP Catalogue, Oxford University Press, number 9780198072034, Decembrie.
    11. Sims,Christopher A. (ed.), 1994. "Advances in Econometrics," Cambridge Books, Cambridge University Press, number 9780521444606.
    12. Bhaumik, Sumon Kumar & Chakrabarty, Manisha, 2009. "Is education the panacea for economic deprivation of Muslims?: Evidence from wage earners in India, 1987-2005," Journal of Asian Economics, Elsevier, vol. 20(2), pages 137-149, March.
    13. 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.
    14. Cotton, Jeremiah, 1988. "On the Decomposition of Wage Differentials," The Review of Economics and Statistics, MIT Press, vol. 70(2), pages 236-243, May.
    15. 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.
    16. Ashwini Deshpande, 2007. "Overlapping Identities under Liberalization: Gender and Caste in India," Economic Development and Cultural Change, University of Chicago Press, vol. 55(4), pages 735-760, July.
    17. James Albrecht & Anders Bjorklund & Susan Vroman, 2003. "Is There a Glass Ceiling in Sweden?," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 145-177, January.
    18. Shantanu Khanna, 2012. "Gender wage discrimination in India-- Glass ceiling or sticky floor?," Working papers 214, Centre for Development Economics, Delhi School of Economics.
    19. 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.
    20. Aysit Tansel, 2001. "Economic Development and Female Labor Force Participation in Turkey: Time-Series Evidence and Cross-Province Estimates," Working Papers 0124, Economic Research Forum, revised 08 2001.
    21. Chris Sakellariou, 2004. "The use of quantile regressions in estimating gender wage differentials: a case study of the Philippines," Applied Economics, Taylor & Francis Journals, vol. 36(9), pages 1001-1007.
    22. Sara Rica & Juan Dolado & Vanesa Llorens, 2008. "Ceilings or floors? Gender wage gaps by education in Spain," Journal of Population Economics, Springer;European Society for Population Economics, vol. 21(3), pages 751-776, July.
    23. Chaudhary, Ruchika. & Verick, Sher., 2014. "Female labour force participation in India and beyond," ILO Working Papers 994867893402676, International Labour Organization.
    24. 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.
    25. Biju Varkkey & Rupa Korde, 2013. "Gender Pay Gap in the Formal Sector: 2006 - 2013: Preliminary Evidence from Paycheck India Data," Working Papers id:5571, eSocialSciences.
    26. Stephan Klasen & Janneke Pieters, 2015. "What Explains the Stagnation of Female Labor Force Participation in Urban India?," The World Bank Economic Review, World Bank Group, vol. 29(3), pages 449-478.
    27. Mehtabul Azam & Nishith Prakash, 2015. "A Distributional Analysis of Public–Private Wage Differential in India," LABOUR, CEIS, vol. 29(4), pages 394-414, December.
    28. Malathy Duraisamy & P. Duraisamy, 1999. "Gender Bias in the Scientific and Technical Labour Market: A Comparative Study of Tamil Nadu and Kerala," Indian Economic Review, Department of Economics, Delhi School of Economics, vol. 34(2), pages 149-169, July.
    29. 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.
    30. Klasen, Stephan & Pieters, Janneke, 2012. "Push or Pull? Drivers of Female Labor Force Participation during India's Economic Boom," IZA Discussion Papers 6395, Institute of Labor Economics (IZA).
    31. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    32. Seguino, Stephanie, 2000. "Gender Inequality and Economic Growth: A Cross-Country Analysis," World Development, Elsevier, vol. 28(7), pages 1211-1230, July.
    33. José A. F. Machado & José Mata, 2005. "Counterfactual decomposition of changes in wage distributions using quantile regression," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(4), pages 445-465, May.
    34. Chi, Wei & Li, Bo, 2008. "Glass ceiling or sticky floor? Examining the gender earnings differential across the earnings distribution in urban China, 1987-2004," Journal of Comparative Economics, Elsevier, vol. 36(2), pages 243-263, June.
    35. Mukherjee, Dipa & Majumder, Rajarshi, 2011. "Occupational Pattern, Wage Rates and Earning Disparities in India: A Decomposition Analysis," Indian Economic Review, Department of Economics, Delhi School of Economics, vol. 46(1), pages 131-152.
    36. 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.
    37. 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.
    38. Sims,Christopher A. (ed.), 1994. "Advances in Econometrics," Cambridge Books, Cambridge University Press, number 9780521444590.
    39. Dileni Gunewardena & Darshi Abeyrathna & Amalie Ellagala & Kamani Rajakaruna & Shobana Rajendran, 2008. "Glass Ceilings, Sticky Floors or Sticky Doors? A Quantile Regression Approach to Exploring Gender Wage Gaps in Sri Lanka," Working Papers PMMA 2008-04, PEP-PMMA.
    40. repec:ilo:ilowps:486789 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. Seneviratne, Prathi, 2020. "Gender wage inequality during Sri Lanka’s post-reform growth: A distributional analysis," World Development, Elsevier, vol. 129(C).
    2. Kampon Adireksombat & Zheng Fang & Chris Sakellariou, 2016. "The Evolution Of Gender Wage Differentials In Thailand: 1991–2007 — An Application Of Unconditional Quantile Regression," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 61(05), pages 1-30, December.
    3. Zheng Fang & Chris Sakellariou, 2015. "Glass Ceilings versus Sticky Floors: Evidence from Southeast Asia and an International Update," Asian Economic Journal, East Asian Economic Association, vol. 29(3), pages 215-242, September.
    4. Avinno Faruk, 2021. "Analysing the glass ceiling and sticky floor effects in Bangladesh: evidence, extent and elements," SN Business & Economics, Springer, vol. 1(9), pages 1-23, September.
    5. Ashwini Deshpande & Smriti Sharma, 2016. "Disadvantage and discrimination in self-employment: caste gaps in earnings in Indian small businesses," Small Business Economics, Springer, vol. 46(2), pages 325-346, February.
    6. Kampon ADIREKSOMBAT & FANG Zheng & Chris SAKELLARIOU, 2010. "The Evolution of Gender Wage Differentials and Discrimination in Thailand: 1991-2007 — An Application of Unconditional Quantile Regression," Economic Growth Centre Working Paper Series 1005, Nanyang Technological University, School of Social Sciences, Economic Growth Centre.
    7. Ashwini Deshpande & Smriti Sharma, 2016. "Disadvantage and discrimination in self-employment: caste gaps in earnings in Indian small businesses," Small Business Economics, Springer, vol. 46(2), pages 325-346, February.
    8. Hansen, Henrik & Rand, John & Win, Ngu Wah, 2022. "The gender wage gap in Myanmar: Adding insult to injury?," Journal of Asian Economics, Elsevier, vol. 81(C).
    9. Ahmed, Salma & McGillivray, Mark, 2015. "Human Capital, Discrimination, and the Gender Wage Gap in Bangladesh," World Development, Elsevier, vol. 67(C), pages 506-524.
    10. Nordman, Christophe Jalil & Sarr, Leopold & Sharma, Smriti, 2015. "Cognitive, Non-Cognitive Skills and Gender Wage Gaps: Evidence from Linked Employer-Employee Data in Bangladesh," IZA Discussion Papers 9132, Institute of Labor Economics (IZA).
    11. Zheng Fang & Chris Sakellariou, 2011. "A Case of Sticky Floors: Gender Wage Differentials in Thailand," Asian Economic Journal, East Asian Economic Association, vol. 25(1), pages 35-54, March.
    12. Dileni Gunewardena & Darshi Abeyrathna & Amalie Ellagala & Kamani Rajakaruna & Shobana Rajendran, 2008. "Glass Ceilings, Sticky Floors or Sticky Doors? A Quantile Regression Approach to Exploring Gender Wage Gaps in Sri Lanka," Working Papers PMMA 2008-04, PEP-PMMA.
    13. Garbay, Sergio & Barrera, Raquel, 2021. "¿Mujeres en suelos pegajosos? Un análisis de la evolución de las distribuciones de ingresos laborales en Bolivia en el periodo 2011-2019," Revista Latinoamericana de Desarrollo Economico, Carrera de Economía de la Universidad Católica Boliviana (UCB) "San Pablo", issue 36, pages 123-168, Noviembre.
    14. Collischon Matthias, 2019. "Is There a Glass Ceiling over Germany?," German Economic Review, De Gruyter, vol. 20(4), pages 329-359, December.
    15. Sonja C. Kassenboehmer & Mathias G. Sinning, 2014. "Distributional Changes in the Gender Wage Gap," ILR Review, Cornell University, ILR School, vol. 67(2), pages 335-361, April.
    16. Böheim, René & Himpele, Klemens & Mahringer, Helmut & Zulehner, Christine, 2013. "The distribution of the gender wage gap in Austria : evidence from matched employer-employee data and tax records," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 46(1), pages 19-34.
    17. Kaya Ezgi, 2021. "Gender wage gap across the distribution: What is the role of within- and between-firm effects?," IZA Journal of Development and Migration, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 12(1), pages 1-49, January.
    18. Ge, Yuhao & Li, Hongbin & Zhang, Junsen, 2011. "Gender earnings gaps in Hong Kong: Empirical evidence from across the earnings distribution in 2006," China Economic Review, Elsevier, vol. 22(1), pages 151-164, March.
    19. Böheim, René & Himpele, Klemens & Mahringer, Helmut & Zulehner, Christine, 2013. "The distribution of the gender wage gap in Austria : evidence from matched employer-employee data and tax records," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 46(1), pages 19-34.
    20. Myounghwan Kim & Kihong Park, 2023. "Glass ceiling or sticky floor? Evidence from a distributional approach of the gender wage gap among PhD holders in South Korea," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 37(1), pages 3-19, May.

    More about this item

    Keywords

    Gender; Wage differentials; Gender Discrimination; India;
    All these keywords.

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing
    • O53 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Asia including Middle East

    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:cde:cdewps:243. 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: Sanjeev Sharma (email available below). General contact details of provider: https://edirc.repec.org/data/cdudein.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.