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Unintended consequences on gender diversity of high-tech growth and labor market polarization

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  • Echeverri-Carroll, Elsie L.
  • Oden, Michael D.
  • Gibson, David V.
  • Johnston, Evan A.

Abstract

There has been considerable media coverage highlighting the lack of gender diversity in Silicon Valley, stressing the relatively low participation of women in the high-tech economy. Austin offers a unique case for testing whether similar gender issues characterized other high-tech regions because the city has historically benefited from the expansion of Silicon Valley’s large high-tech firms since the 1980s. The gender-biased business practices identified in Silicon Valley firms may have been transferred to their branch plants in Austin. Our analysis shows women’s losses in middle-skill occupation employment shares were concentrated in the low-tech industry and were partially offset by job share gains in high-skill occupations in the same sector between 1980 and 2015. Men’s losses in middle-skill occupation job share were also mainly concentrated in the low-tech sector but were partially offset by employment share gains in high-skill occupations only in the high-tech industry during this period. Women made large gains in relative real median wages only in high-skill occupations in the high-tech industry while their relative real median wages in other skill occupations and in the low-tech industry stagnated around zero during this period. Men’s gains in relative median wages were also concentrated only in the high-tech industry but were less than half of women’s and were negative (between −10 and −21 percent) in other occupations in the high-tech industry and across all occupations in the low-tech industry. As noted in previous studies, the impact of job polarization is not well understood across sectors and gender. This study finds the high-tech industry in Austin has had unintended consequences in terms of job polarization across gender, providing relatively fewer job opportunities in high-skill occupations to women than men but offering much higher gains in relative real median wages to women than men. Males also found relatively more job opportunities in high-skill occupations in the high-tech industry than women but experienced only half of women’s gains in relative median wages in this industry between 1980 and 2015.

Suggested Citation

  • Echeverri-Carroll, Elsie L. & Oden, Michael D. & Gibson, David V. & Johnston, Evan A., 2018. "Unintended consequences on gender diversity of high-tech growth and labor market polarization," Research Policy, Elsevier, vol. 47(1), pages 209-217.
  • Handle: RePEc:eee:respol:v:47:y:2018:i:1:p:209-217
    DOI: 10.1016/j.respol.2017.10.013
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    as
    1. Nathan Goldschlag & Javier Miranda, 2020. "Business dynamics statistics of High Tech industries," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 29(1), pages 3-30, January.
    2. Pingkang David Yu, 2004. "Focus on high-tech: what's in a name?: gauging high-tech activity," Regional Review, Federal Reserve Bank of Boston, issue Q 4 2003 , pages 6-9.
    3. Nathaniel Baum-Snow & Ronni Pavan, 2013. "Inequality and City Size," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1535-1548, December.
    4. Maarten Goos & Alan Manning & Anna Salomons, 2009. "Job Polarization in Europe," American Economic Review, American Economic Association, vol. 99(2), pages 58-63, May.
    5. Wolfson, Michael, 1997. "Divergent Inequalities - Theory and Empirical Results (Revised Edition)," Analytical Studies Branch Research Paper Series 1997066e, Statistics Canada, Analytical Studies Branch.
    6. Galbraith, James K., 2016. "Inequality: What Everyone Needs to Know," OUP Catalogue, Oxford University Press, number 9780190250478, Decembrie.
    7. Daron Acemoglu, 1999. "Changes in Unemployment and Wage Inequality: An Alternative Theory and Some Evidence," American Economic Review, American Economic Association, vol. 89(5), pages 1259-1278, December.
    8. James Foster & Michael Wolfson, 2010. "Polarization and the decline of the middle class: Canada and the U.S," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 8(2), pages 247-273, June.
    9. Elsie Echeverri‐Carroll & Sofia G. Ayala, 2009. "Wage differentials and the spatial concentration of high‐technology industries," Papers in Regional Science, Wiley Blackwell, vol. 88(3), pages 623-641, August.
    10. David H. Autor & David Dorn, 2013. "The Growth of Low-Skill Service Jobs and the Polarization of the US Labor Market," American Economic Review, American Economic Association, vol. 103(5), pages 1553-1597, August.
    11. Decker, Ryan A. & Haltiwanger, John & Jarmin, Ron S. & Miranda, Javier, 2016. "Where has all the skewness gone? The decline in high-growth (young) firms in the U.S," European Economic Review, Elsevier, vol. 86(C), pages 4-23.
    12. Karen Chapple & Ann Markusen & Greg Schrock & Daisaku Yamamoto & Pingkang Yu, 2004. "Gauging Metropolitan “High-Tech†and “I-Tech†Activity," Economic Development Quarterly, , vol. 18(1), pages 10-29, February.
    13. Francisco J. Buera & Joseph P. Kaboski, 2012. "The Rise of the Service Economy," American Economic Review, American Economic Association, vol. 102(6), pages 2540-2569, October.
    14. Eli Bekman & John Bound & Stephen Machin, 1998. "Implications of Skill-Biased Technological Change: International Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1245-1279.
    15. Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 12, pages 1043-1171, Elsevier.
    16. David Autor, 2014. "Polanyi's Paradox and the Shape of Employment Growth," NBER Working Papers 20485, National Bureau of Economic Research, Inc.
    17. David Autor & David Dorn, 2009. "This Job Is "Getting Old": Measuring Changes in Job Opportunities Using Occupational Age Structure," American Economic Review, American Economic Association, vol. 99(2), pages 45-51, May.
    18. David Card & John E. DiNardo, 2002. "Skill-Biased Technological Change and Rising Wage Inequality: Some Problems and Puzzles," Journal of Labor Economics, University of Chicago Press, vol. 20(4), pages 733-783, October.
    19. Didem Tuzemen & Jonathan L. Willis, 2013. "The vanishing middle: job polarization and workers’ response to the decline in middle-skill jobs," Economic Review, Federal Reserve Bank of Kansas City, vol. 98(Q I), pages 5-32.
    20. Kenney, Martin & Patton, Donald, 2015. "Gender, ethnicity and entrepreneurship in initial public offerings: illustrations from an open database," Research Policy, Elsevier, vol. 44(9), pages 1773-1784.
    21. Baum-Snow, Nathaniel & Neal, Derek, 2009. "Mismeasurement of usual hours worked in the census and ACS," Economics Letters, Elsevier, vol. 102(1), pages 39-41, January.
    22. Richard Rogerson & Joseph Kaboski & Francisco Buera, 2015. "Skill-Biased Structural Change and the Skill Premium," 2015 Meeting Papers 895, Society for Economic Dynamics.
    23. Wolfson, Michael C, 1997. "Divergent Inequalities: Theory and Empirical Results," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 43(4), pages 401-421, December.
    24. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed the Labor Market?," The Quarterly Journal of Economics, Oxford University Press, vol. 113(4), pages 1169-1213.
    25. Amy K. Glasmeier & Christa R. Lee-Chuvala, 2011. "Austerity in America: gender and community consequences of restructuring the public sector," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 4(3), pages 457-474.
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    2. Anthony M Levenda & Eliot Tretter, 2020. "The environmentalization of urban entrepreneurialism: From technopolis to start-up city," Environment and Planning A, , vol. 52(3), pages 490-509, May.
    3. Thanos Fragkandreas, 2021. "Innovation Systems and Income Inequality: In Search of Causal Mechanisms," Working Papers 56, Birkbeck Centre for Innovation Management Research, revised Nov 2021.
    4. Lee, Neil & Clarke, Stephen, 2019. "Do low-skilled workers gain from high-tech employment growth? High-technology multipliers, employment and wages in Britain," Research Policy, Elsevier, vol. 48(9), pages 1-1.
    5. Triana, María del Carmen & Richard, Orlando C. & Su, Weichieh, 2019. "Gender diversity in senior management, strategic change, and firm performance: Examining the mediating nature of strategic change in high tech firms," Research Policy, Elsevier, vol. 48(7), pages 1681-1693.
    6. Holm, Jacob Rubæk & Lorenz, Edward & Nielsen, Peter, 2020. "Work organization and job polarization," Research Policy, Elsevier, vol. 49(8).

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