IDEAS home Printed from https://ideas.repec.org/p/cen/wpaper/20-17.html
   My bibliography  Save this paper

Does Goliath Help David? Anchor Firms and Startup Clusters

Author

Listed:
  • Rahul R. Gupta

Abstract

This paper investigates the effects of a large firm’s geographical expansion (anchor firm) on local worker transitions into young firms through wage effects in industries economically proximate to the anchor firm. Using hand-collected data matched to administrative Census microdata, I exploit anchor firms’ site selection processes to employ a difference-in-differences approach to compare workers in winning counties to those in counterfactual counties. The arrival of an anchor firm induces worker reallocation towards young firms in industries linked through input-output channels by a magnitude of 120 new businesses that account for approximately 2,300 jobs. Consistent with the literature in personnel and organizational economics, incumbent firms experiencing the fastest wage growth due to these shocks shed mid-layer employees who select into young firms within the county and in their own industry of experience. These effects are strongest in the most specialized and knowledge-intensive industries. Attracting an anchor firm to a county appears to have limited spillover effects in overall employment that are mainly driven by reorganization of incumbent firms in the anchor’s input-output industries that face rising labor costs.

Suggested Citation

  • Rahul R. Gupta, 2020. "Does Goliath Help David? Anchor Firms and Startup Clusters," Working Papers 20-17, Center for Economic Studies, U.S. Census Bureau.
    • Handle: RePEc:cen:wpaper:20-17
    as

    Download full text from publisher

    File URL: https://www2.census.gov/ces/wp/2020/CES-WP-20-17.pdf
    File Function: First version, 2020
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Pierre‐Philippe Combes & Gilles Duranton & Laurent Gobillon & Diego Puga & Sébastien Roux, 2012. "The Productivity Advantages of Large Cities: Distinguishing Agglomeration From Firm Selection," Econometrica, Econometric Society, vol. 80(6), pages 2543-2594, November.
    2. Klepper, Steven, 2010. "The origin and growth of industry clusters: The making of Silicon Valley and Detroit," Journal of Urban Economics, Elsevier, vol. 67(1), pages 15-32, January.
    3. Juan Carlos Suárez Serrato & Owen Zidar, 2016. "Who Benefits from State Corporate Tax Cuts? A Local Labor Markets Approach with Heterogeneous Firms," American Economic Review, American Economic Association, vol. 106(9), pages 2582-2624, September.
    4. Edward L. Glaeser & William R. Kerr, 2009. "Local Industrial Conditions and Entrepreneurship: How Much of the Spatial Distribution Can We Explain?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 18(3), pages 623-663, September.
    5. Enghin Atalay & Ali Horta?su & Chad Syverson, 2014. "Vertical Integration and Input Flows," American Economic Review, American Economic Association, vol. 104(4), pages 1120-1148, April.
    6. Michael Greenstone & Richard Hornbeck & Enrico Moretti, 2010. "Identifying Agglomeration Spillovers: Evidence from Winners and Losers of Large Plant Openings," Journal of Political Economy, University of Chicago Press, vol. 118(3), pages 536-598, June.
    7. 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.
    8. Seth Carnahan & Rajshree Agarwal & Benjamin A. Campbell, 2012. "Heterogeneity in turnover: the effect of relative compensation dispersion of firms on the mobility and entrepreneurship of extreme performers," Strategic Management Journal, Wiley Blackwell, vol. 33(12), pages 1411-1430, December.
    9. Lars Vilhuber & Kevin McKinney, 2014. "LEHD Infrastructure files in the Census RDC - Overview," Working Papers 14-26, Center for Economic Studies, U.S. Census Bureau.
    10. Benjamin A. Campbell & Martin Ganco & April M. Franco & Rajshree Agarwal, 2012. "Who leaves, where to, and why worry? employee mobility, entrepreneurship and effects on source firm performance," Strategic Management Journal, Wiley Blackwell, vol. 33(1), pages 65-87, January.
    11. Aaron Chatterji & Edward Glaeser & William Kerr, 2014. "Clusters of Entrepreneurship and Innovation," Innovation Policy and the Economy, University of Chicago Press, vol. 14(1), pages 129-166.
    12. Matias Busso & Jesse Gregory & Patrick Kline, 2013. "Assessing the Incidence and Efficiency of a Prominent Place Based Policy," American Economic Review, American Economic Association, vol. 103(2), pages 897-947, April.
    13. Glenn Ellison & Edward L. Glaeser & William R. Kerr, 2010. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," American Economic Review, American Economic Association, vol. 100(3), pages 1195-1213, June.
    14. Tania Babina, 2017. "Destructive Creation at Work: How Financial Distress Spurs Entrepreneurship," Working Papers 17-19, Center for Economic Studies, U.S. Census Bureau.
    15. Nicholas Bloom & Erik Brynjolfsson & Lucia Foster & Ron Jarmin & Megha Patnaik & Itay Saporta-Eksten & John Van Reenen, 2019. "What Drives Differences in Management Practices?," American Economic Review, American Economic Association, vol. 109(5), pages 1648-1683, May.
    16. Agrawal, Ajay & Cockburn, Iain & Galasso, Alberto & Oettl, Alexander, 2014. "Why are some regions more innovative than others? The role of small firms in the presence of large labs," Journal of Urban Economics, Elsevier, vol. 81(C), pages 149-165.
    17. Paul Gompers & Josh Lerner & David Scharfstein, 2005. "Entrepreneurial Spawning: Public Corporations and the Genesis of New Ventures, 1986 to 1999," Journal of Finance, American Finance Association, vol. 60(2), pages 577-614, April.
    18. Steven J. Davis & John C. Haltiwanger & Scott Schuh, 1998. "Job Creation and Destruction," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262540932, December.
    19. Aaron K. Chatterji, 2009. "Spawned with a silver spoon? Entrepreneurial performance and innovation in the medical device industry," Strategic Management Journal, Wiley Blackwell, vol. 30(2), pages 185-206, February.
    20. Edward L. Glaeser & Joshua D. Gottlieb, 2009. "The Wealth of Cities: Agglomeration Economies and Spatial Equilibrium in the United States," Journal of Economic Literature, American Economic Association, vol. 47(4), pages 983-1028, December.
    21. Erling Barth & Alex Bryson & James C. Davis & Richard Freeman, 2016. "It's Where You Work: Increases in the Dispersion of Earnings across Establishments and Individuals in the United States," Journal of Labor Economics, University of Chicago Press, vol. 34(S2), pages 67-97.
    22. Geoffrey Tate & Liu Yang, 2013. "The Bright Side Of Corporate Diversification: Evidence From Internal Labor Markets," Working Papers 13-40, Center for Economic Studies, U.S. Census Bureau.
    23. Rotemberg, Julio J. & Saloner, Garth, 2000. "Competition and human capital accumulation: a theory of interregional specialization and trade," Regional Science and Urban Economics, Elsevier, vol. 30(4), pages 373-404, July.
    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. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and Innovation," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 349-404, Elsevier.
    2. Aaron Chatterji & Edward Glaeser & William Kerr, 2014. "Clusters of Entrepreneurship and Innovation," Innovation Policy and the Economy, University of Chicago Press, vol. 14(1), pages 129-166.
    3. William R. Kerr & Frederic Robert-Nicoud, 2020. "Tech Clusters," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 50-76, Summer.
    4. Moretti, Enrico, 2011. "Local Labor Markets," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 14, pages 1237-1313, Elsevier.
    5. repec:bof:bofrdp:urn:nbn:fi:bof-201512111472 is not listed on IDEAS
    6. repec:zbw:bofrdp:urn:nbn:fi:bof-201512111472 is not listed on IDEAS
    7. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and Innovation," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 349-404, Elsevier.
    8. repec:zbw:bofrdp:2015_027 is not listed on IDEAS
    9. Gilles Duranton & William R. Kerr, 2015. "The Logic of Agglomeration," Harvard Business School Working Papers 16-037, Harvard Business School.
    10. Edward L. Glaeser & Sari Pekkala Kerr & William R. Kerr, 2015. "Entrepreneurship and Urban Growth: An Empirical Assessment with Historical Mines," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 498-520, May.
    11. Sarvimäki, Matti, 2011. "Agglomeration in the periphery," LSE Research Online Documents on Economics 57857, London School of Economics and Political Science, LSE Library.
    12. Meghana Ayyagari & Yuxi Cheng & Ariel Weinberger, 2022. "Surviving Pandemics: The Role of Spillovers," CESifo Working Paper Series 9891, CESifo.
    13. Sarah Armitage & Noël Bakhtian & Adam B. Jaffe, 2023. "Innovation Market Failures and the Design of New Climate Policy Instruments," NBER Chapters, in: Environmental and Energy Policy and the Economy, volume 5, pages 4-48, National Bureau of Economic Research, Inc.
    14. Xiwei Zhu & Ye Liu & Ming He & Deming Luo & Yiyun Wu, 2019. "Entrepreneurship and industrial clusters: evidence from China industrial census," Small Business Economics, Springer, vol. 52(3), pages 595-616, March.
    15. William R. Kerr, 2010. "Breakthrough Inventions and Migrating Clusters of Innovation," NBER Chapters, in: Cities and Entrepreneurship, National Bureau of Economic Research, Inc.
    16. Shivaram V. Devarakonda & Brian T. McCann & Jeffrey J. Reuer, 2018. "Marshallian Forces and Governance Externalities: Location Effects on Contractual Safeguards in Research and Development Alliances," Organization Science, INFORMS, vol. 29(6), pages 1112-1129, December.
    17. Tania Babina & Sabrina T. Howell, 2018. "Entrepreneurial Spillovers from Corporate R&D," NBER Working Papers 25360, National Bureau of Economic Research, Inc.
    18. William R. Kerr & Scott Duke Kominers, 2015. "Agglomerative Forces and Cluster Shapes," The Review of Economics and Statistics, MIT Press, vol. 97(4), pages 877-899, October.
    19. Patrick Kline & Enrico Moretti, 2014. "People, Places, and Public Policy: Some Simple Welfare Economics of Local Economic Development Programs," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 629-662, August.
    20. Kim, Hyunseob, 2020. "How does labor market size affect firm capital structure? Evidence from large plant openings," Journal of Financial Economics, Elsevier, vol. 138(1), pages 277-294.
    21. Glenn Ellison & Edward L. Glaeser & William R. Kerr, 2010. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," American Economic Review, American Economic Association, vol. 100(3), pages 1195-1213, June.
    22. Aaron K. Chatterji & Rui J. P. de Figueiredo & Evan Rawley, 2016. "Learning on the Job? Employee Mobility in the Asset Management Industry," Management Science, INFORMS, vol. 62(10), pages 2804-2819, October.
    23. Hunt Allcott & Daniel Keniston, 2014. "Dutch Disease or Agglomeration? The Local Economic Effects of Natural Resource Booms in Modern America," NBER Working Papers 20508, National Bureau of Economic Research, Inc.

    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:cen:wpaper:20-17. 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: Dawn Anderson (email available below). General contact details of provider: https://edirc.repec.org/data/cesgvus.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.