IDEAS home Printed from https://ideas.repec.org/p/unu/wpaper/wp-2015-067.html
   My bibliography  Save this paper

Disadvantage and Discrimination in Self-employment: Caste Gaps in Earnings in Indian Small Businesses

Author

Listed:
  • Ashwini Deshpande
  • Smriti Sharma

Abstract

Using the 2004-05 India Human Development Survey data, we estimate and decompose the earnings of household businesses owned by historically marginalized social groups known as Scheduled Castes and Tribes (SCSTs), and non-SCSTs across the earnings distribution. We find clear differences in characteristics between the two types of businesses with the former faring significantly worse. The mean decomposition reveals that as much as 55 per cent of the caste earnings gap could be attributed to the unexplained component.

Suggested Citation

  • Ashwini Deshpande & Smriti Sharma, 2015. "Disadvantage and Discrimination in Self-employment: Caste Gaps in Earnings in Indian Small Businesses," WIDER Working Paper Series wp-2015-067, World Institute for Development Economic Research (UNU-WIDER).
  • Handle: RePEc:unu:wpaper:wp-2015-067
    as

    Download full text from publisher

    File URL: https://www.wider.unu.edu/sites/default/files/wp2015-067.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Juan Pablo Atal & Hugo Nopo & Natalia Winder, 2009. "New Century, Old Disparities: Gender and Ethnic Wage Gaps in Latin America," Research Department Publications 4640, Inter-American Development Bank, Research Department.
    2. Deshpande, Ashwini & Goel, Deepti & Khanna, Shantanu, 2018. "Bad Karma or Discrimination? Male–Female Wage Gaps Among Salaried Workers in India," World Development, Elsevier, vol. 102(C), pages 331-344.
    3. Ashish Singh, 2011. "Farm income inequality and the role of caste: new evidence from India," Economics Bulletin, AccessEcon, vol. 31(4), pages 2847-2862.
    4. Taehyun Ahn, 2011. "Racial differences in self-employment exits," Small Business Economics, Springer, vol. 36(2), pages 169-186, February.
    5. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    6. Robert W. Fairlie & Alicia M. Robb, 2007. "Why Are Black-Owned Businesses Less Successful than White-Owned Businesses? The Role of Families, Inheritances, and Business Human Capital," Journal of Labor Economics, University of Chicago Press, vol. 25(2), pages 289-323.
    7. Shantanu Khanna, 2012. "Gender wage discrimination in India-- Glass ceiling or sticky floor?," Working papers 214, Centre for Development Economics, Delhi School of Economics.
    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. Barsky R. & Bound J. & Charles K.K. & Lupton J.P., 2002. "Accounting for the Black-White Wealth Gap: A Nonparametric Approach," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 663-673, September.
    10. Heather Antecol & Kelly Bedard, 2004. "The Racial Wage Gap: The Importance of Labor Force Attachment Differences across Black, Mexican, and White Men," Journal of Human Resources, University of Wisconsin Press, vol. 39(2).
    11. Robert W. Fairlie, 2004. "Recent Trends in Ethnic and Racial Business Ownership," Small Business Economics, Springer, vol. 23(3), pages 203-218, October.
    12. 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.
    13. 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.
    14. Audretsch, David B. & Bönte, Werner & Tamvada, Jagannadha Pawan, 2013. "Religion, social class, and entrepreneurial choice," Journal of Business Venturing, Elsevier, vol. 28(6), pages 774-789.
    15. José Mata & José A. F. Machado, 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.
    16. Dunn, Thomas & Holtz-Eakin, Douglas, 2000. "Financial Capital, Human Capital, and the Transition to Self-Employment: Evidence from Intergenerational Links," Journal of Labor Economics, University of Chicago Press, vol. 18(2), pages 282-305, April.
    17. 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.
    18. Michael Hout & Harvey Rosen, 2000. "Self-Employment, Family Background, and Race," Journal of Human Resources, University of Wisconsin Press, vol. 35(4), pages 670-692.
    19. Deshpande, Ashwani, 2011. "The Grammar of Caste: Economic Discrimination in Contemporary India," OUP Catalogue, Oxford University Press, number 9780198072034.
    20. Melly, Blaise, 2005. "Decomposition of differences in distribution using quantile regression," Labour Economics, Elsevier, vol. 12(4), pages 577-590, August.
    21. Altonji, Joseph G. & Blank, Rebecca M., 1999. "Race and gender in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 48, pages 3143-3259, Elsevier.
    22. Juan Pablo Atal & Hugo Nopo & Natalia Winder, 2009. "New Century, Old Disparities: Gender and Ethnic Wage Gaps in Latin America," Research Department Publications 4640, Inter-American Development Bank, Research Department.
    23. Buchinsky, Moshe, 1994. "Changes in the U.S. Wage Structure 1963-1987: Application of Quantile Regression," Econometrica, Econometric Society, vol. 62(2), pages 405-458, March.
    24. Klaus Deininger & Songqing Jin & Hari Nagarajan, 2013. "Wage Discrimination in I ndia's Informal Labor Markets: Exploring the Impact of Caste and Gender," Review of Development Economics, Wiley Blackwell, vol. 17(1), pages 130-147, February.
    25. Borjas, George J & Bronars, Stephen G, 1989. "Consumer Discrimination and Self-employment," Journal of Political Economy, University of Chicago Press, vol. 97(3), pages 581-605, June.
    26. Clark, Kenneth & Drinkwater, Stephen, 2000. "Pushed out or pulled in? Self-employment among ethnic minorities in England and Wales," Labour Economics, Elsevier, vol. 7(5), pages 603-628, September.
    27. 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).
    28. Parker,Simon C., 2006. "The Economics of Self-Employment and Entrepreneurship," Cambridge Books, Cambridge University Press, number 9780521030632.
    29. 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.
    30. Oaxaca, Ronald L. & Ransom, Michael R., 1994. "On discrimination and the decomposition of wage differentials," Journal of Econometrics, Elsevier, vol. 61(1), pages 5-21, March.
    31. Coate, Stephen & Tennyson, Sharon, 1992. "Labor Market Discrimination, Imperfect Information and Self Employment," Oxford Economic Papers, Oxford University Press, vol. 44(2), pages 272-288, April.
    32. 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.
    33. repec:eee:labchp:v:3:y:1999:i:pc:p:3143-3259 is not listed on IDEAS
    34. Elizabeth Asiedu & James A. Freeman & Akwasi Nti-Addae, 2012. "Access to Credit by Small Businesses: How Relevant Are Race, Ethnicity, and Gender?," American Economic Review, American Economic Association, vol. 102(3), pages 532-537, May.
    35. Ben Jann, 2008. "The Blinder–Oaxaca decomposition for linear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 453-479, December.
    36. David G. Blanchflower & Phillip B. Levine & David J. Zimmerman, 2003. "Discrimination in the Small-Business Credit Market," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 930-943, November.
    37. Deon Filmer & Lant Pritchett, 2001. "Estimating Wealth Effects Without Expenditure Data—Or Tears: An Application To Educational Enrollments In States Of India," Demography, Springer;Population Association of America (PAA), vol. 38(1), pages 115-132, February.
    38. Paul Carrillo & Néstor Gandelman & Virginia Robano, 2014. "Sticky floors and glass ceilings in Latin America," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 12(3), pages 339-361, September.
    39. Ashwini Deshpande & Smriti Sharma, 2013. "Entrepreneurship or Survival? Caste and Gender of Small Business in India," Working papers 228, Centre for Development Economics, Delhi School of Economics.
    40. Cotton, Jeremiah, 1988. "On the Decomposition of Wage Differentials," The Review of Economics and Statistics, MIT Press, vol. 70(2), pages 236-243, May.
    41. Allen, W. David, 2000. "Social networks and self-employment," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 29(5), pages 487-501.
    42. George J. Borjas, 1986. "The Self-Employment Experience of Immigrants," Journal of Human Resources, University of Wisconsin Press, vol. 21(4), pages 485-506.
    43. Magnus Lofstrom & Timothy Bates, 2013. "African Americans’ pursuit of self-employment," Small Business Economics, Springer, vol. 40(1), pages 73-86, January.
    44. Kumar, Sunil Mitra, 2013. "Does Access to Formal Agricultural Credit Depend on Caste?," World Development, Elsevier, vol. 43(C), pages 315-328.
    45. Simon C. Parker (ed.), 2006. "The Economics of Entrepreneurship," Books, Edward Elgar Publishing, number 3920.
    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. Utteeyo Dasgupta & Subha Mani & Smriti Sharma & Saurabh Singhal, 2016. "Caste differences in behaviour and personality: Evidence from India," WIDER Working Paper Series wp-2016-60, World Institute for Development Economic Research (UNU-WIDER).
    2. Deepti Goel & Ashwini Deshpande, 2020. "Social identity and perceived income adequacy," Review of Development Economics, Wiley Blackwell, vol. 24(2), pages 339-361, May.
    3. Wei Xiao & Mingqin Wu, 2021. "Life-cycle factors and entrepreneurship: evidence from rural China," Small Business Economics, Springer, vol. 57(4), pages 2017-2040, December.
    4. Tewathia, Nidhi & Kamath, Anant & Ilavarasan, P. Vigneswara, 2020. "Social inequalities, fundamental inequities, and recurring of the digital divide: Insights from India," Technology in Society, Elsevier, vol. 61(C).
    5. Tesfaye T. Lemma & Tendai Gwatidzo & Mthokozisi Mlilo, 2023. "Gender differences in business performance: evidence from Kenya and South Africa," Small Business Economics, Springer, vol. 60(2), pages 591-614, February.
    6. Pallavi Gupta & Satyanarayan Kothe, 2021. "Interpreting the Caste-based Earning Gaps in the Indian Labour Market: Theil and Oaxaca Decomposition Analysis," Papers 2110.06822, arXiv.org.
    7. Utteeyo Dasgupta & Subha Mani & Smriti Sharma & Saurabh Singhal, 2023. "Social Identity, Behavior, and Personality: Evidence from India," Journal of Development Studies, Taylor & Francis Journals, vol. 59(4), pages 472-489, April.
    8. Subha Mani & Saurabh Singhal & Smriti Sharma & Utteeyo Dasgupta, 2016. "Caste differences in behaviour and personality: Evidence from India," WIDER Working Paper Series 060, World Institute for Development Economic Research (UNU-WIDER).
    9. Neog Bhaskar Jyoti & Sahoo Bimal Kishore, 2020. "Intragenerational labor mobility in the Indian labor market," IZA Journal of Development and Migration, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 11(1), pages 1-30, January.
    10. Mosse, David, 2018. "Caste and development: Contemporary perspectives on a structure of discrimination and advantage," World Development, Elsevier, vol. 110(C), pages 422-436.
    11. Bhabesh Hazarika, 2020. "Gender income gap in rural informal micro-enterprises: an unconditional quantile decomposition approach in the handloom industry," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 10(3), pages 441-473, September.
    12. Ira N. Gang & Rajesh Raj Natarajan & Kunal Sen & Myeong-Su Yun, 2021. "The gender productivity gap: Evidence from the Indian informal sector," WIDER Working Paper Series wp-2021-183, World Institute for Development Economic Research (UNU-WIDER).
    13. Hari Bapuji & Snehanjali Chrispal, 2020. "Understanding Economic Inequality Through the Lens of Caste," Journal of Business Ethics, Springer, vol. 162(3), pages 533-551, March.
    14. Goel, Deepti & Deshpande, Ashwini, 2016. "Identity, Perceptions and Institutions: Caste Differences in Earnings from Self-Employment in India," IZA Discussion Papers 10198, Institute of Labor Economics (IZA).
    15. Hazarika, Bhabesh, 2017. "Decomposition of Gender Income Gap in Rural Informal Micro-enterprises: An Unconditional Quantile Approach in the Handloom Industry," Working Papers 17/216, National Institute of Public Finance and Policy.
    16. Rajesh Raj S. N. & Subash Sasidharan, 2018. "Does the Caste of the Firm Owner Play a Role in Access to Finance for Small Enterprises? Evidence from India," The Developing Economies, Institute of Developing Economies, vol. 56(4), pages 267-296, December.
    17. Neha Agarwal & Anaka Aiyar & Andrew Bergmann & Joseph Cummins & Jingyan Guo & Vaishali Jain, 2024. "Caste Differences in Child Growth: Disentangling Endowment and Investment Effects," Working Papers 202401, University of California at Riverside, Department of Economics.
    18. Basu,Kaushik, 2015. "Discrimination as a coordination device : markets and the emergence of identity," Policy Research Working Paper Series 7490, The World Bank.
    19. Utteeyo Dasgupta & Subha Mani & Smriti Sharma & Saurabh Singhal, 2020. "Social Identity, Behavior, and Personality," Working Papers 308280016, Lancaster University Management School, Economics Department.

    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. 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.
    2. Robert W. Fairlie & Alicia M. Robb, 2008. "Race and Entrepreneurial Success: Black-, Asian-, and White-Owned Businesses in the United States," MIT Press Books, The MIT Press, edition 1, volume 1, number 026206281x, December.
    3. 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.
    4. Deshpande, Ashwini & Goel, Deepti & Khanna, Shantanu, 2018. "Bad Karma or Discrimination? Male–Female Wage Gaps Among Salaried Workers in India," World Development, Elsevier, vol. 102(C), pages 331-344.
    5. Sloczynski, Tymon, 2015. "Average Wage Gaps and Oaxaca–Blinder Decompositions," IZA Discussion Papers 9036, Institute of Labor Economics (IZA).
    6. Nadia Simoes & Nuno Crespo & Sandrina B. Moreira, 2016. "Individual Determinants Of Self-Employment Entry: What Do We Really Know?," Journal of Economic Surveys, Wiley Blackwell, vol. 30(4), pages 783-806, September.
    7. 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.
    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. Gustavo Canavire-Bacarreza & Luis C. Carvajal-Osorio, 2020. "Two Stories of Wage Dynamics in Latin America: Different Policies, Different Outcomes," Journal of Labor Research, Springer, vol. 41(1), pages 128-168, June.
    10. Fairlie Robert & Woodruff Christopher M., 2010. "Mexican-American Entrepreneurship," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 10(1), pages 1-44, February.
    11. Robert W. Fairlie & Alicia M. Robb, 2007. "Why Are Black-Owned Businesses Less Successful than White-Owned Businesses? The Role of Families, Inheritances, and Business Human Capital," Journal of Labor Economics, University of Chicago Press, vol. 25(2), pages 289-323.
    12. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    13. Lamprea-Barragan, T. C & García- Suaza, A. F., 2021. "Decomposing the Gender Pay Gap in Colombia: Do Industry and Occupation Matter?," Documentos de Trabajo 19437, Universidad del Rosario.
    14. Robert W. Fairlie & Harry Krashinsky & Julie Zissimopoulos & Krishna B. Kumar, 2012. "Indian Entrepreneurial Success in the United States, Canada, and the United Kingdom," Research in Labor Economics, in: Research in Labor Economics, pages 285-318, Emerald Group Publishing Limited.
    15. Seneviratne, Prathi, 2020. "Gender wage inequality during Sri Lanka’s post-reform growth: A distributional analysis," World Development, Elsevier, vol. 129(C).
    16. Satinder Singh & J. K. Parida & I. C. Awasthi, 0. "Employability and Earning Differentials Among Technically and Vocationally Trained Youth in India," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 0, pages 1-24.
    17. Satinder Singh & J. K. Parida & I. C. Awasthi, 2020. "Employability and Earning Differentials Among Technically and Vocationally Trained Youth in India," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 63(2), pages 363-386, June.
    18. Karolina Goraus Tanska & Joanna Tyrowicz & Lucas Augusto van der Velde, 2020. "How rankings disguise gender inequality: A comparative analysis of cross-country gender equality rankings based on adjusted wage gaps," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-21, November.
    19. Ruth Oyelere & Willie Belton, 2013. "Black–White gap in self-employment. Does intra-race heterogeneity exist?," Small Business Economics, Springer, vol. 41(1), pages 25-39, June.
    20. Marco Caliendo & Frank M. Fossen & Alexander Kritikos & Miriam Wetter, 2015. "The Gender Gap in Entrepreneurship: Not just a Matter of Personality," CESifo Economic Studies, CESifo Group, vol. 61(1), pages 202-238.

    More about this item

    Keywords

    Caste; Equality and inequality; Households; Income distribution; Microeconomics;
    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
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • O17 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Formal and Informal Sectors; Shadow Economy; Institutional Arrangements

    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:unu:wpaper:wp-2015-067. 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: Siméon Rapin (email available below). General contact details of provider: https://edirc.repec.org/data/widerfi.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.