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Gender income gap in rural informal micro-enterprises: an unconditional quantile decomposition approach in the handloom industry

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  • Bhabesh Hazarika

    (National Institute of Public Finance and Policy (NIPFP), Autonomous Institute of Ministry of Finance, Govt. of India)

Abstract

Based on primary data, the present study analyzes the gender income gap and its compositions throughout the income distribution of the handloom micro-entrepreneurs in Assam. The unconditional quantile decomposition reveals the existence of substantial gender income gaps along the income distribution. The differences in the productive characteristics explain much of the gap at the median and beyond. The endowment effects of education, financial literacy, risk attitude, SHGs membership, and technology adoption are found in favor of the male micro-entrepreneurs. The results suggest that the extent of risk aversion towards producing high-valued dress materials and poor management of entrepreneurial activities of the females have widened gender gap, particularly at the upper quantiles of the income distribution.

Suggested Citation

  • 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.
  • Handle: RePEc:spr:eurasi:v:10:y:2020:i:3:d:10.1007_s40821-019-00139-4
    DOI: 10.1007/s40821-019-00139-4
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    as
    1. Robert Cressy, 2006. "Why do Most Firms Die Young?," Small Business Economics, Springer, vol. 26(2), pages 103-116, March.
    2. 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.
    3. Åstebro, Thomas & Chen, Jing, 2014. "The entrepreneurial earnings puzzle: Mismeasurement or real?," Journal of Business Venturing, Elsevier, vol. 29(1), pages 88-105.
    4. Hazarika, Bhabesh & Goswami, Kishor, 2014. "Rural Non-Farm Micro-Entrepreneurship or Not: Gender Issue in Decision Making," EconStor Conference Papers 125611, ZBW - Leibniz Information Centre for Economics.
    5. Barbara J. Orser & Allan L. Riding & Kathryn Manley, 2006. "Women Entrepreneurs and Financial Capital," Entrepreneurship Theory and Practice, , vol. 30(5), pages 643-665, September.
    6. Shantanu Khanna, 2012. "Gender wage discrimination in India-- Glass ceiling or sticky floor?," Working papers 214, Centre for Development Economics, Delhi School of Economics.
    7. repec:dau:papers:123456789/4305 is not listed on IDEAS
    8. Verrest, Hebe, 2013. "Rethinking Microentrepreneurship and Business Development Programs: Vulnerability and Ambition in Low-income Urban Caribbean Households," World Development, Elsevier, vol. 47(C), pages 58-70.
    9. Chi, Wei & Li, Bo, 2014. "Trends in China’s gender employment and pay gap: Estimating gender pay gaps with employment selection," Journal of Comparative Economics, Elsevier, vol. 42(3), pages 708-725.
    10. Mehtabul Azam & Abusaleh Shariff, 2011. "Income Inequality in Rural India: Decomposing the Gini by Income Sources," Economics Bulletin, AccessEcon, vol. 31(1), pages 739-748.
    11. Robert Fairlie & Alicia Robb, 2009. "Gender differences in business performance: evidence from the Characteristics of Business Owners survey," Small Business Economics, Springer, vol. 33(4), pages 375-395, December.
    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. Myeong‐Su Yun, 2006. "Earnings Inequality In Usa, 1969–99: Comparing Inequality Using Earnings Equations," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 52(1), pages 127-144, March.
    14. Javier Gardeazabal & Arantza Ugidos, 2004. "More on Identification in Detailed Wage Decompositions," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 1034-1036, November.
    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. Manuel Arellano & Stéphane Bonhomme, 2017. "Sample Selection in Quantile Regression: A Survey," Working Papers wp2017_1702, CEMFI.
    17. Gabriel Jiménez & Steven Ongena & José‐Luis Peydró & Jesús Saurina, 2014. "Hazardous Times for Monetary Policy: What Do Twenty‐Three Million Bank Loans Say About the Effects of Monetary Policy on Credit Risk‐Taking?," Econometrica, Econometric Society, vol. 82(2), pages 463-505, March.
    18. Nan Langowitz & Maria Minniti, 2007. "The Entrepreneurial Propensity of Women," Entrepreneurship Theory and Practice, , vol. 31(3), pages 341-364, May.
    19. Chzhen, Yekaterina & Mumford, Karen, 2011. "Gender gaps across the earnings distribution for full-time employees in Britain: Allowing for sample selection," Labour Economics, Elsevier, vol. 18(6), pages 837-844.
    20. Ben Jann, 2008. "A Stata implementation of the Blinder-Oaxaca decomposition," ETH Zurich Sociology Working Papers 5, ETH Zurich, Chair of Sociology, revised 14 May 2008.
    21. Melly, Blaise, 2005. "Decomposition of differences in distribution using quantile regression," Labour Economics, Elsevier, vol. 12(4), pages 577-590, August.
    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. 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.
    24. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    25. Alessia Matano & Paolo Naticchioni, 2016. "What Drives The Urban Wage Premium? Evidence Along The Wage Distribution," Journal of Regional Science, Wiley Blackwell, vol. 56(2), pages 191-209, March.
    26. Ahmed, Salma & McGillivray, Mark, 2015. "Human Capital, Discrimination, and the Gender Wage Gap in Bangladesh," World Development, Elsevier, vol. 67(C), pages 506-524.
    27. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    28. Hazarika, Bhabesh & Bezbaruah, Madhurjya Prashad & Goswami, Kishor, 2016. "Adoption of modern weaving technology in the handloom micro-enterprises in Assam: A Double Hurdle approach," Technological Forecasting and Social Change, Elsevier, vol. 102(C), pages 344-356.
    29. 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.
    30. Philipp Koellinger & Maria Minniti & Christian Schade, 2013. "Gender Differences in Entrepreneurial Propensity," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(2), pages 213-234, April.
    31. Salma Ahmed & Pushkar Maitra, 2015. "A Distributional Analysis of the Gender Wage Gap in Bangladesh," Journal of Development Studies, Taylor & Francis Journals, vol. 51(11), pages 1444-1458, November.
    32. Nicole M. Fortin, 2008. "The Gender Wage Gap among Young Adults in the United States: The Importance of Money versus People," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    33. Sara Carter, 2011. "The Rewards of Entrepreneurship: Exploring the Incomes, Wealth, and Economic Well–Being of Entrepreneurial Households," Entrepreneurship Theory and Practice, , vol. 35(1), pages 39-55, January.
    34. Moshe Buchinsky, 2001. "Quantile regression with sample selection: Estimating women's return to education in the U.S," Empirical Economics, Springer, vol. 26(1), pages 87-113.
    35. Nordman, Christophe J. & Robilliard, Anne-Sophie & Roubaud, François, 2011. "Gender and ethnic earnings gaps in seven West African cities," Labour Economics, Elsevier, vol. 18(S1), pages 132-145.
    36. Manuel Arellano & Stéphane Bonhomme, 2017. "Sample Selection in Quantile Regression: A Survey," Working Papers wp2018_1702, CEMFI.
    37. 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.
    38. Leung, Danny, 2006. "The male/female earnings gap and female self-employment," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 35(5), pages 759-779, October.
    39. Daniel Lechmann & Claus Schnabel, 2012. "Why is there a gender earnings gap in self-employment? A decomposition analysis with German data," IZA Journal of European Labor Studies, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 1(1), pages 1-25, December.
    40. Alin Borah Bortamuly & Kishor Goswami & Bhabesh Hazarika, 2013. "Determinants of occupational choice of workers in the handloom industry in Assam," International Journal of Social Economics, Emerald Group Publishing, vol. 40(12), pages 1041 - 1057, November.
    41. Greg Hundley, 2001. "Why Women Earn Less Than Men in Self-Employment," Journal of Labor Research, Transaction Publishers, vol. 22(4), pages 817-829, October.
    42. Bhagavatula, Suresh & Elfring, Tom & van Tilburg, Aad & van de Bunt, Gerhard G., 2010. "How social and human capital influence opportunity recognition and resource mobilization in India's handloom industry," Journal of Business Venturing, Elsevier, vol. 25(3), pages 245-260, May.
    43. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66, pages 281-281.
    44. Honig, Benson, 1998. "What determines success? examining the human, financial, and social capital of jamaican microentrepreneurs," Journal of Business Venturing, Elsevier, vol. 13(5), pages 371-394, September.
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    More about this item

    Keywords

    Micro-entrepreneurs; Handloom; Gender; Income gap; Unconditional quantile regression;
    All these keywords.

    JEL classification:

    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship
    • L67 - Industrial Organization - - Industry Studies: Manufacturing - - - Other Consumer Nondurables: Clothing, Textiles, Shoes, and Leather Goods; Household Goods; Sports Equipment
    • D13 - Microeconomics - - Household Behavior - - - Household Production and Intrahouse Allocation
    • D33 - Microeconomics - - Distribution - - - Factor Income Distribution
    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement

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