IDEAS home Printed from https://ideas.repec.org/p/osf/socarx/djf8z.html
   My bibliography  Save this paper

Race and Gender in Entrepreneurial Finance

Author

Listed:
  • Ewens, Michael

    (California Institute of Technology)

Abstract

Economic frictions pervade the founding, financing, growing, and exiting of high-growth entrepreneurial firms. This chapter considers one friction that currently affects a small, but important, set of entrepreneurs: racial and gender discrimination. I first collect facts from a large empirical literature that show clear gender and race gaps in participation and financing of startups. Female founders manage 16-25% of all startups, while Black entrepreneurs rarely exceed 3% of the startup population. Conditioning on startups that successfully raise external finance has little impact on these gaps. The complexity of the entrepreneurial process presents several opportunities for discrimination to manifest itself and produce this gap. The chapter details the major discrimination theories and the empirical methods used to test for their presence. It then provides an extensive review of a growing empirical literature in entrepreneurial finance that tests these models. The pattern of evidence reveals a nuanced and incomplete story about bias, information asymmetry, and differential treatment of underrepresented founders. The chapter ends with an extensive set of research ideas motivated by the gaps in the entrepreneurship literature and recent developments in theory and measurement of discrimination.

Suggested Citation

  • Ewens, Michael, 2022. "Race and Gender in Entrepreneurial Finance," SocArXiv djf8z, Center for Open Science.
  • Handle: RePEc:osf:socarx:djf8z
    DOI: 10.31219/osf.io/djf8z
    as

    Download full text from publisher

    File URL: https://osf.io/download/62df069d1bb7a567a01f3900/
    Download Restriction: no

    File URL: https://libkey.io/10.31219/osf.io/djf8z?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Olav Sorenson & Michael S. Dahl & Rodrigo Canales & M. Diane Burton, 2021. "Do Startup Employees Earn More in the Long Run?," Organization Science, INFORMS, vol. 32(3), pages 587-604, May.
    2. William R. Kerr & Josh Lerner & Antoinette Schoar, 2014. "The Consequences of Entrepreneurial Finance: Evidence from Angel Financings," The Review of Financial Studies, Society for Financial Studies, vol. 27(1), pages 20-55, January.
    3. Patrick Kline & Evan K Rose & Christopher R Walters, 2023. "Systemic Discrimination Among Large U.S. Employers," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 137(4), pages 1963-2036.
    4. Michael Ewens & Joan Farre-Mensa, 2020. "The Deregulation of the Private Equity Markets and the Decline in IPOs," The Review of Financial Studies, Society for Financial Studies, vol. 33(12), pages 5463-5509.
    5. Alicia Robb & David T. Robinson, 2018. "Testing for racial bias in business credit scores," Small Business Economics, Springer, vol. 50(3), pages 429-443, March.
    6. Ewens, Michael & Nanda, Ramana & Rhodes-Kropf, Matthew, 2018. "Cost of experimentation and the evolution of venture capital," Journal of Financial Economics, Elsevier, vol. 128(3), pages 422-442.
    7. Akcigit, Ufuk & Dinlersoz, Emin & Greenwood, Jeremy & Penciakova, Veronika, 2022. "Synergizing ventures," Journal of Economic Dynamics and Control, Elsevier, vol. 143(C).
    8. Audra J. Bowlus & Zvi Eckstein, 2002. "Discrimination and Skill Differences in an Equilibrium Search Model," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(4), pages 1309-1345, November.
    9. Candida Brush & Patricia Greene & Lakshmi Balachandra & Amy Davis, 2018. "The gender gap in venture capital- progress, problems, and perspectives," Venture Capital, Taylor & Francis Journals, vol. 20(2), pages 115-136, April.
    10. Roland G. Fryer, 2011. "Financial Incentives and Student Achievement: Evidence from Randomized Trials," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 1755-1798.
    11. Alison L. Booth & Patrick Nolen, 2012. "Gender differences in risk behaviour: does nurture matter?," Economic Journal, Royal Economic Society, vol. 122(558), pages 56-78, February.
    12. Peter Younkin & Venkat Kuppuswamy, 2018. "The Colorblind Crowd? Founder Race and Performance in Crowdfunding," Management Science, INFORMS, vol. 64(7), pages 3269-3287, July.
    13. Ewens, Michael & Townsend, Richard R., 2020. "Are early stage investors biased against women?," Journal of Financial Economics, Elsevier, vol. 135(3), pages 653-677.
    14. Markussen, Simen & Røed, Knut, 2017. "The gender gap in entrepreneurship – The role of peer effects," Journal of Economic Behavior & Organization, Elsevier, vol. 134(C), pages 356-373.
    15. Marcus Dittrich & Kristina Leipold, 2014. "Gender Differences in Strategic Reasoning," CESifo Working Paper Series 4763, CESifo.
    16. N. Berger, Allen & F. Udell, Gregory, 1998. "The economics of small business finance: The roles of private equity and debt markets in the financial growth cycle," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 613-673, August.
    17. James J. Heckman, 1998. "Detecting Discrimination," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 101-116, Spring.
    18. Elizabeth Mishkin, 2021. "Gender and Sibling Dynamics in the Intergenerational Transmission of Entrepreneurship," Management Science, INFORMS, vol. 67(10), pages 6116-6135, October.
    19. Job Boerma & Loukas Karabarbounis, 2023. "Reparations and Persistent Racial Wealth Gaps," NBER Macroeconomics Annual, University of Chicago Press, vol. 37(1), pages 171-221.
    20. David Neumark & Judith Rich, 2019. "Do Field Experiments on Labor and Housing Markets Overstate Discrimination? A Re-examination of the Evidence," ILR Review, Cornell University, ILR School, vol. 72(1), pages 223-252, January.
    21. Mark Egan & Gregor Matvos & Amit Seru, 2022. "When Harry Fired Sally: The Double Standard in Punishing Misconduct," Journal of Political Economy, University of Chicago Press, vol. 130(5), pages 1184-1248.
    22. David Neumark, 2012. "Detecting Discrimination in Audit and Correspondence Studies," Journal of Human Resources, University of Wisconsin Press, vol. 47(4), pages 1128-1157.
    23. 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.
    24. Heather Sarsons & Klarita Gërxhani & Ernesto Reuben & Arthur Schram, 2021. "Gender Differences in Recognition for Group Work," Journal of Political Economy, University of Chicago Press, vol. 129(1), pages 101-147.
    25. Candida G. Brush, 1992. "Research on Women Business Owners: Past Trends, a New Perspective and Future Directions," Entrepreneurship Theory and Practice, , vol. 16(4), pages 5-30, July.
    26. Matthew J. Lindquist & Joeri Sol & Mirjam Van Praag, 2015. "Why Do Entrepreneurial Parents Have Entrepreneurial Children?," Journal of Labor Economics, University of Chicago Press, vol. 33(2), pages 269-296.
    27. Kerwin Kofi Charles & Jonathan Guryan, 2011. "Studying Discrimination: Fundamental Challenges and Recent Progress," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 479-511, September.
    28. Shai Bernstein & Arthur Korteweg & Kevin Laws, 2017. "Attracting Early-Stage Investors: Evidence from a Randomized Field Experiment," Journal of Finance, American Finance Association, vol. 72(2), pages 509-538, April.
    29. Francine D. Blau & Lawrence M. Kahn, 2017. "The Gender Wage Gap: Extent, Trends, and Explanations," Journal of Economic Literature, American Economic Association, vol. 55(3), pages 789-865, September.
    30. Jonathan Guryan & Kerwin Kofi Charles, 2013. "Taste‐based or Statistical Discrimination: The Economics of Discrimination Returns to its Roots," Economic Journal, Royal Economic Society, vol. 123(11), pages 417-432, November.
    31. Evans, David S & Jovanovic, Boyan, 1989. "An Estimated Model of Entrepreneurial Choice under Liquidity Constraints," Journal of Political Economy, University of Chicago Press, vol. 97(4), pages 808-827, August.
    32. Mario L. Small & Devah Pager, 2020. "Sociological Perspectives on Racial Discrimination," Journal of Economic Perspectives, American Economic Association, vol. 34(2), pages 49-67, Spring.
    33. 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.
    34. Anusha Chari & Paul Goldsmith-Pinkham, 2017. "Gender Representation in Economics Across Topics and Time: Evidence from the NBER Summer Institute," NBER Working Papers 23953, National Bureau of Economic Research, Inc.
    35. Tobias J. Moskowitz & Annette Vissing-Jørgensen, 2002. "The Returns to Entrepreneurial Investment: A Private Equity Premium Puzzle?," American Economic Review, American Economic Association, vol. 92(4), pages 745-778, September.
    36. Kevin Lang & Michael Manove & William T. Dickens, 2005. "Racial Discrimination in Labor Markets with Posted Wage Offers," American Economic Review, American Economic Association, vol. 95(4), pages 1327-1340, September.
    37. Robert W. Fairlie & Harry A. Krashinsky, 2012. "Liquidity Constraints, Household Wealth, And Entrepreneurship Revisited," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 58(2), pages 279-306, June.
    38. Roland G. Fryer, 2011. "Teacher Incentives and Student Achievement: Evidence from New York City Public Schools," NBER Working Papers 16850, National Bureau of Economic Research, Inc.
    39. Calder-Wang, Sophie & Gompers, Paul A., 2021. "And the children shall lead: Gender diversity and performance in venture capital," Journal of Financial Economics, Elsevier, vol. 142(1), pages 1-22.
    40. Philip Marx, 2022. "An Absolute Test of Racial Prejudice," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 38(1), pages 42-91.
    41. Antoni Calvó-Armengol & Matthew O. Jackson, 2004. "The Effects of Social Networks on Employment and Inequality," American Economic Review, American Economic Association, vol. 94(3), pages 426-454, June.
    42. J. Aislinn Bohren & Alex Imas & Michael Rosenberg, 2019. "The Dynamics of Discrimination: Theory and Evidence," American Economic Review, American Economic Association, vol. 109(10), pages 3395-3436, October.
    43. Robert Fairlie & Alicia Robb & David T. Robinson, 2022. "Black and White: Access to Capital Among Minority-Owned Start-ups," Management Science, INFORMS, vol. 68(4), pages 2377-2400, April.
    44. Stephen L. Ross & John Yinger, 2002. "The Color of Credit: Mortgage Discrimination, Research Methodology, and Fair-Lending Enforcement," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262182289, December.
    45. 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.
    46. Ross Levine & Yona Rubinstein, 2017. "Smart and Illicit: Who Becomes an Entrepreneur and Do They Earn More?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(2), pages 963-1018.
    47. Kerwin Kofi Charles & Jonathan Guryan, 2008. "Prejudice and Wages: An Empirical Assessment of Becker's The Economics of Discrimination," Journal of Political Economy, University of Chicago Press, vol. 116(5), pages 773-809, October.
    48. Steven N. Kaplan & Per Strömberg, 2003. "Financial Contracting Theory Meets the Real World: An Empirical Analysis of Venture Capital Contracts," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 281-315.
    49. Erin L. Scott & Pian Shu, 2017. "Gender Gap in High-Growth Ventures: Evidence from a University Venture Mentoring Program," American Economic Review, American Economic Association, vol. 107(5), pages 308-311, May.
    50. Ben Jann, 2008. "The Blinder–Oaxaca decomposition for linear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 453-479, December.
    51. 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.
    52. Christina Constantinidis & Annie Cornet & Simona Asandei, 2006. "Financing of women-owned ventures: The impact of gender and other owner -and firm-related variables," Venture Capital, Taylor & Francis Journals, vol. 8(2), pages 133-157, January.
    53. Vojtěch Bartoš & Michal Bauer & Julie Chytilová & Filip Matějka, 2016. "Attention Discrimination: Theory and Field Experiments with Monitoring Information Acquisition," American Economic Review, American Economic Association, vol. 106(6), pages 1437-1475, June.
    54. Parker,Simon C., 2018. "The Economics of Entrepreneurship," Cambridge Books, Cambridge University Press, number 9781107170667.
    55. Kwon, Sungjoung & Lowry, Michelle & Qian, Yiming, 2020. "Mutual fund investments in private firms," Journal of Financial Economics, Elsevier, vol. 136(2), pages 407-443.
    56. Blanchard, Lloyd & Zhao, Bo & Yinger, John, 2008. "Do lenders discriminate against minority and woman entrepreneurs?," Journal of Urban Economics, Elsevier, vol. 63(2), pages 467-497, March.
    57. Matthew Wiswall & Basit Zafar, 2018. "Preference for the Workplace, Investment in Human Capital, and Gender," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(1), pages 457-507.
    58. Yannis M. Ioannides & Linda Datcher Loury, 2004. "Job Information Networks, Neighborhood Effects, and Inequality," Journal of Economic Literature, American Economic Association, vol. 42(4), pages 1056-1093, December.
    59. Hvide, Hans K. & Panos, Georgios A., 2014. "Risk tolerance and entrepreneurship," Journal of Financial Economics, Elsevier, vol. 111(1), pages 200-223.
    60. Alberto F. Alesina & Francesca Lotti & Paolo Emilio Mistrulli, 2013. "Do Women Pay More For Credit? Evidence From Italy," Journal of the European Economic Association, European Economic Association, vol. 11, pages 45-66, January.
    61. Luigi Guiso & Luigi Pistaferri & Fabiano Schivardi, 2021. "Learning Entrepreneurship from Other Entrepreneurs?," Journal of Labor Economics, University of Chicago Press, vol. 39(1), pages 135-191.
    62. Claudia Goldin, 2014. "A Grand Gender Convergence: Its Last Chapter," American Economic Review, American Economic Association, vol. 104(4), pages 1091-1119, April.
    63. Christine L Exley & Judd B Kessler, 2022. "The Gender Gap in Self-Promotion," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 137(3), pages 1345-1381.
    64. Manju Puri & Rebecca Zarutskie, 2012. "On the Life Cycle Dynamics of Venture-Capital- and Non-Venture-Capital-Financed Firms," Journal of Finance, American Finance Association, vol. 67(6), pages 2247-2293, December.
    65. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-661, September.
    66. Philip Oreopoulos, 2011. "Why Do Skilled Immigrants Struggle in the Labor Market? A Field Experiment with Thirteen Thousand Resumes," American Economic Journal: Economic Policy, American Economic Association, vol. 3(4), pages 148-171, November.
    67. Pedro Bordalo & Katherine Coffman & Nicola Gennaioli & Andrei Shleifer, 2019. "Beliefs about Gender," American Economic Review, American Economic Association, vol. 109(3), pages 739-773, March.
    68. Muriel Niederle & Lise Vesterlund, 2007. "Do Women Shy Away From Competition? Do Men Compete Too Much?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1067-1101.
    69. Marianne Bertrand & Sendhil Mullainathan, 2004. "Are Emily and Greg More Employable Than Lakisha and Jamal? A Field Experiment on Labor Market Discrimination," American Economic Review, American Economic Association, vol. 94(4), pages 991-1013, September.
    70. Chen, Jun & Ewens, Michael, 2021. "Venture Capitalists' Access to Finance and Its Impact on Startups," SocArXiv 8tpux, Center for Open Science.
    71. William D. Bradford, 2003. "The Wealth Dynamics of Entrepreneurship for Black and White Families in the U.S," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 49(1), pages 89-116, March.
    72. Sandra E. Black & Philip E. Strahan, 2002. "Entrepreneurship and Bank Credit Availability," Journal of Finance, American Finance Association, vol. 57(6), pages 2807-2833, December.
    73. Aggarwal, Dhruv & Eldar, Ofer & Hochberg, Yael V. & Litov, Lubomir P., 2022. "The rise of dual-class stock IPOs," Journal of Financial Economics, Elsevier, vol. 144(1), pages 122-153.
    74. Marianne Bertrand & Dolly Chugh & Sendhil Mullainathan, 2005. "Implicit Discrimination," American Economic Review, American Economic Association, vol. 95(2), pages 94-98, May.
    75. Michael Ewens & Bryan Tomlin & Liang Choon Wang, 2014. "Statistical Discrimination or Prejudice? A Large Sample Field Experiment," The Review of Economics and Statistics, MIT Press, vol. 96(1), pages 119-134, March.
    76. Ivashina, Victoria & Lerner, Josh, 2019. "Pay now or pay later? The economics within the private equity partnership," Journal of Financial Economics, Elsevier, vol. 131(1), pages 61-87.
    77. Bohren, Aislinn & Hull, Peter & Imas, Alex, 2022. "Systemic Discrimination: Theory and Measurement," CEPR Discussion Papers 17136, C.E.P.R. Discussion Papers.
    78. David Neumark, 2018. "Experimental Research on Labor Market Discrimination," Journal of Economic Literature, American Economic Association, vol. 56(3), pages 799-866, September.
    79. James W. Albrecht & Per-Anders Edin & Marianne Sundström & Susan B. Vroman, 1999. "Career Interruptions and Subsequent Earnings: A Reexamination Using Swedish Data," Journal of Human Resources, University of Wisconsin Press, vol. 34(2), pages 294-311.
    80. Black, Dan A, 1995. "Discrimination in an Equilibrium Search Model," Journal of Labor Economics, University of Chicago Press, vol. 13(2), pages 309-333, April.
    81. 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.
    82. Stantcheva, Stefanie & Ferroni, Matteo, 2021. "Perceptions of Racial Gaps, their Causes, and Ways to Reduce Them," CEPR Discussion Papers 16529, C.E.P.R. Discussion Papers.
    83. Becker-Blease, John R. & Sohl, Jeffrey E., 2007. "Do women-owned businesses have equal access to angel capital?," Journal of Business Venturing, Elsevier, vol. 22(4), pages 503-521, July.
    84. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    85. Devin G. Pope & Justin R. Sydnor, 2011. "What’s in a Picture?: Evidence of Discrimination from Prosper.com," Journal of Human Resources, University of Wisconsin Press, vol. 46(1), pages 53-92.
    86. 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.
    87. Gompers, Paul & Lerner, Josh, 1999. "An analysis of compensation in the U.S. venture capital partnership," Journal of Financial Economics, Elsevier, vol. 51(1), pages 3-44, January.
    88. Andrew Metrick, 2010. "The Economics of Private Equity Funds," The Review of Financial Studies, Society for Financial Studies, vol. 23(6), pages 2303-2341, June.
    89. Susan Coleman & Alicia Robb, 2009. "A comparison of new firm financing by gender: evidence from the Kauffman Firm Survey data," Small Business Economics, Springer, vol. 33(4), pages 397-411, December.
    90. Jefferson Duarte & Stephan Siegel & Lance Young, 2012. "Trust and Credit: The Role of Appearance in Peer-to-peer Lending," The Review of Financial Studies, Society for Financial Studies, vol. 25(8), pages 2455-2484.
    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. Gagnon, Nickolas & Bosmans, Kristof & Riedl, Arno, 2020. "The Effect of Unfair Chances and Gender Discrimination on Labor Supply," IZA Discussion Papers 12912, Institute of Labor Economics (IZA).
    2. J. Michelle Brock & Ralph De Haas, 2023. "Discriminatory Lending: Evidence from Bankers in the Lab," American Economic Journal: Applied Economics, American Economic Association, vol. 15(2), pages 31-68, April.
    3. Marianne Bertrand & Esther Duflo, 2016. "Field Experiments on Discrimination," NBER Working Papers 22014, National Bureau of Economic Research, Inc.
    4. Robert Fairlie & Alicia Robb & David T. Robinson, 2022. "Black and White: Access to Capital Among Minority-Owned Start-ups," Management Science, INFORMS, vol. 68(4), pages 2377-2400, April.
    5. Katherine B. Coffman & Christine L. Exley & Muriel Niederle, 2021. "The Role of Beliefs in Driving Gender Discrimination," Management Science, INFORMS, vol. 67(6), pages 3551-3569, June.
    6. Roland G. Fryer, Jr. & Devah Pager & Jörg L. Spenkuch, 2013. "Racial Disparities in Job Finding and Offered Wages," Journal of Law and Economics, University of Chicago Press, vol. 56(3), pages 633-689.
    7. Marianne Bertrand & Esther Duflo, 2016. "Field Experiments on Discrimination," NBER Working Papers 22014, National Bureau of Economic Research, Inc.
    8. Abel, Martin & Burger, Rulof, 2023. "Unpacking Name-Based Race Discrimination," IZA Discussion Papers 16254, Institute of Labor Economics (IZA).
    9. Button, Patrick & Walker, Brigham, 2020. "Employment discrimination against Indigenous Peoples in the United States: Evidence from a field experiment," Labour Economics, Elsevier, vol. 65(C).
    10. Morten Størling Hedegaard & Jean-Robert Tyran, 2018. "The Price of Prejudice," American Economic Journal: Applied Economics, American Economic Association, vol. 10(1), pages 40-63, January.
    11. Barron, Kai & Ditlmann, Ruth & Gehrig, Stefan & Schweighofer-Kodritsch, Sebastian, 2020. "Explicit and implicit belief-based gender discrimination: A hiring experiment," Discussion Papers, Research Unit: Economics of Change SP II 2020-306, WZB Berlin Social Science Center.
    12. Hadar Gafni & Dan Marom & Alicia Robb & Orly Sade, 0. "Gender Dynamics in Crowdfunding (Kickstarter): Evidence on Entrepreneurs, Backers, and Taste-Based Discrimination," Review of Finance, European Finance Association, vol. 25(2), pages 235-274.
    13. Lepage, Louis Pierre, 2020. "Endogenous learning and the persistence of employer biases in the labor market," CLEF Working Paper Series 24, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    14. Ayaita, Adam, 2021. "Labor Market Discrimination and Statistical Differences in Unobserved Characteristics of Applicants," EconStor Preprints 236615, ZBW - Leibniz Information Centre for Economics.
    15. Delfino, Alexia, 2021. "Breaking Gender Barriers: Experimental Evidence on Men in Pink-Collar Jobs," IZA Discussion Papers 14083, Institute of Labor Economics (IZA).
    16. 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, vol. 61(1), pages 202-238.
    17. Ye Zhang, 2020. "Discrimination in the Venture Capital Industry: Evidence from Field Experiments," Papers 2010.16084, arXiv.org, revised Aug 2022.
    18. Josh Lerner & Ramana Nanda, 2020. "Venture Capital's Role in Financing Innovation: What We Know and How Much We Still Need to Learn," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 237-261, Summer.
    19. Chen, Yiu Por (Vincent) & Zhang, Yuan, 2018. "A decomposition method on employment and wage discrimination and its application in urban China (2002–2013)," World Development, Elsevier, vol. 110(C), pages 1-12.
    20. Castillo, Marco & Petrie, Ragan & Torero, Maximo & Vesterlund, Lise, 2013. "Gender differences in bargaining outcomes: A field experiment on discrimination," Journal of Public Economics, Elsevier, vol. 99(C), pages 35-48.

    More about this item

    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:osf:socarx:djf8z. 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: OSF (email available below). General contact details of provider: https://arabixiv.org .

    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.