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Startup Types and Macroeconomic Performance in Europe

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  • De Haas, Ralph
  • Sterk, Vincent
  • van Horen, Neeltje

Abstract

We construct a new and comprehensive data set on 1.3 million European startups. A cluster analysis identifies five distinct startup types that are consistently present across countries, industries, and cohorts. The initial differences between these startup types are persistent and each type displays a characteristic life cycle in terms of productivity, employment, and survival. An agnostic firm dynamics model helps quantify how much structural policy could improve macroeconomic performance by shifting the composition of startup cohorts. We show that policies benefiting high-performance startups, while discouraging the entry of underperforming firms, can yield substantial gains in aggregate employment and productivity.

Suggested Citation

  • De Haas, Ralph & Sterk, Vincent & van Horen, Neeltje, 2022. "Startup Types and Macroeconomic Performance in Europe," CEPR Discussion Papers 17400, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:17400
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    1. Luis Garicano & Claire Lelarge & John Van Reenen, 2016. "Firm Size Distortions and the Productivity Distribution: Evidence from France," American Economic Review, American Economic Association, vol. 106(11), pages 3439-3479, November.
    2. Francine Lafontaine & Kathryn Shaw, 2016. "Serial Entrepreneurship: Learning by Doing?," Journal of Labor Economics, University of Chicago Press, vol. 34(S2), pages 217-254.
    3. Rui Albuquerque & Hugo A. Hopenhayn, 2004. "Optimal Lending Contracts and Firm Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(2), pages 285-315.
    4. Gita Gopinath & Şebnem Kalemli-Özcan & Loukas Karabarbounis & Carolina Villegas-Sanchez, 2017. "Capital Allocation and Productivity in South Europe," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1915-1967.
    5. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    6. Kimberly Bayard & Emin M. Dinlersoz & Timothy Dunne & John Haltiwanger & Javier Miranda & John J. Stevens, 2018. "Early-Stage Business Formation : An Analysis of Applications for Employer Identification Numbers," Finance and Economics Discussion Series 2018-015, Board of Governors of the Federal Reserve System (U.S.).
    7. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    8. Bloom, Nick & Griffith, Rachel & Van Reenen, John, 2002. "Do R&D tax credits work? Evidence from a panel of countries 1979-1997," Journal of Public Economics, Elsevier, vol. 85(1), pages 1-31, July.
    9. Jang-Sup Shin, 2011. "Finance and Economic Development in China: An Introduction," Global Economic Review, Taylor & Francis Journals, vol. 40(2), pages 141-143.
    10. Nicholas Bloom & Benn Eifert & Aprajit Mahajan & David McKenzie & John Roberts, 2013. "Does Management Matter? Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 1-51.
    11. Kovenock, Dan & Phillips, Gordon M, 1997. "Capital Structure and Product Market Behavior: An Examination of Plant Exit and Investment Decisions," The Review of Financial Studies, Society for Financial Studies, vol. 10(3), pages 767-803.
    12. Leonardo Iacovone & William Maloney & David McKenzie, 2022. "Improving Management with Individual and Group-Based Consulting: Results from a Randomized Experiment in Colombia," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 346-371.
    13. Ryan A. Decker & John Haltiwanger & Ron S. Jarmin & Javier Miranda, 2017. "Declining Dynamism, Allocative Efficiency, and the Productivity Slowdown," American Economic Review, American Economic Association, vol. 107(5), pages 322-326, May.
    14. Ufuk Akcigit & Sina T. Ates, 2021. "Ten Facts on Declining Business Dynamism and Lessons from Endogenous Growth Theory," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(1), pages 257-298, January.
    15. Juanita Gonzalez-Uribe & Michael Leatherbee, 2018. "The Effects of Business Accelerators on Venture Performance: Evidence from Start-Up Chile," The Review of Financial Studies, Society for Financial Studies, vol. 31(4), pages 1566-1603.
    16. Alberto Abadie & Susan Athey & Guido W Imbens & Jeffrey M Wooldridge, 2023. "When Should You Adjust Standard Errors for Clustering?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(1), pages 1-35.
    17. Benjamin Moll, 2014. "Productivity Losses from Financial Frictions: Can Self-Financing Undo Capital Misallocation?," American Economic Review, American Economic Association, vol. 104(10), pages 3186-3221, October.
    18. Youssef Benzarti & Jarkko Harju, 2021. "Using Payroll Tax Variation to Unpack the Black Box of Firm-Level Production," Journal of the European Economic Association, European Economic Association, vol. 19(5), pages 2737-2764.
    19. Klapper, Leora & Laeven, Luc & Rajan, Raghuram, 2006. "Entry regulation as a barrier to entrepreneurship," Journal of Financial Economics, Elsevier, vol. 82(3), pages 591-629, December.
    20. Bartelsman, Eric & Haltiwanger, John C. & Scarpetta, Stefano, 2004. "Microeconomic Evidence of Creative Destruction in Industrial and Developing Countries," IZA Discussion Papers 1374, Institute of Labor Economics (IZA).
    21. P. A. Geroski & José Mata & Pedro Portugal, 2010. "Founding conditions and the survival of new firms," Strategic Management Journal, Wiley Blackwell, vol. 31(5), pages 510-529, May.
    22. 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.
    23. Ezra Oberfield & Devesh Raval, 2021. "Micro Data and Macro Technology," Econometrica, Econometric Society, vol. 89(2), pages 703-732, March.
    24. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    25. Chang-Tai Hsieh & Peter J. Klenow, 2014. "The Life Cycle of Plants in India and Mexico," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1035-1084.
    26. William R. Kerr & Ramana Nanda, 2010. "Banking Deregulations, Financing Constraints, and Firm Entry Size," Journal of the European Economic Association, MIT Press, vol. 8(2-3), pages 582-593, 04-05.
    27. Rajan, Raghuram G & Zingales, Luigi, 1995. "What Do We Know about Capital Structure? Some Evidence from International Data," Journal of Finance, American Finance Association, vol. 50(5), pages 1421-1460, December.
    28. Luigi Zingales, "undated". "Survival of the Fittest or the Fattest? Exit and Financing in the Trucking Industry," CRSP working papers 336, Center for Research in Security Prices, Graduate School of Business, University of Chicago.
    29. Brown, Charles & Medoff, James, 1989. "The Employer Size-Wage Effect," Journal of Political Economy, University of Chicago Press, vol. 97(5), pages 1027-1059, October.
    30. Begenau, Juliane & Palazzo, Berardino, 2021. "Firm selection and corporate cash holdings," Journal of Financial Economics, Elsevier, vol. 139(3), pages 697-718.
    31. Yongzheng Liu & Jie Mao, 2019. "How Do Tax Incentives Affect Investment and Productivity? Firm-Level Evidence from China," American Economic Journal: Economic Policy, American Economic Association, vol. 11(3), pages 261-291, August.
    32. Lucia Foster & John C. Haltiwanger & C. J. Krizan, 2001. "Aggregate Productivity Growth: Lessons from Microeconomic Evidence," NBER Chapters, in: New Developments in Productivity Analysis, pages 303-372, National Bureau of Economic Research, Inc.
    33. Virgiliu Midrigan & Daniel Yi Xu, 2014. "Finance and Misallocation: Evidence from Plant-Level Data," American Economic Review, American Economic Association, vol. 104(2), pages 422-458, February.
    34. repec:bla:jfinan:v:53:y:1998:i:3:p:905-938 is not listed on IDEAS
    35. Kenneth R. Troske, 1999. "Evidence On The Employer Size-Wage Premium From Worker-Establishment Matched Data," The Review of Economics and Statistics, MIT Press, vol. 81(1), pages 15-26, February.
    36. Justin P. Johnson & David P. Myatt, 2006. "On the Simple Economics of Advertising, Marketing, and Product Design," American Economic Review, American Economic Association, vol. 96(3), pages 756-784, June.
    37. Francisco J. Buera & Yongseok Shin, 2017. "Productivity Growth and Capital Flows: The Dynamics of Reforms," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(3), pages 147-185, July.
    38. Colin J. Hottman & Stephen J. Redding & David E. Weinstein, 2016. "Quantifying the Sources of Firm Heterogeneity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(3), pages 1291-1364.
    39. Francisco J. Buera & Joseph P. Kaboski & Yongseok Shin, 2011. "Finance and Development: A Tale of Two Sectors," American Economic Review, American Economic Association, vol. 101(5), pages 1964-2002, August.
    40. Gonzalez-Uribe, Juanita & Leatherbee, Michael, 2018. "The effects of business accelerators on venture performance: evidence from start-up Chile," LSE Research Online Documents on Economics 84553, London School of Economics and Political Science, LSE Library.
    41. Diego Restuccia & Richard Rogerson, 2013. "Misallocation and productivity," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 1-10, January.
    42. Chad Syverson, 2017. "Challenges to Mismeasurement Explanations for the US Productivity Slowdown," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 165-186, Spring.
    43. Lee Branstetter & Francisco Lima & Lowell J. Taylor & Ana Venâncio, 2014. "Do Entry Regulations Deter Entrepreneurship and Job Creation? Evidence from Recent Reforms in Portugal," Economic Journal, Royal Economic Society, vol. 124(577), pages 805-832, June.
    44. Chevalier, Judith A, 1995. "Capital Structure and Product-Market Competition: Empirical Evidence from the Supermarket Industry," American Economic Review, American Economic Association, vol. 85(3), pages 415-435, June.
    45. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    46. Mark E. Doms & Timothy Dunne, 1998. "Capital Adjustment Patterns in Manufacturing Plants," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 1(2), pages 409-429, April.
    47. John Haltiwanger & Ron S. Jarmin & Javier Miranda, 2013. "Who Creates Jobs? Small versus Large versus Young," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 347-361, May.
    48. Hopenhayn, Hugo & Rogerson, Richard, 1993. "Job Turnover and Policy Evaluation: A General Equilibrium Analysis," Journal of Political Economy, University of Chicago Press, vol. 101(5), pages 915-938, October.
    49. Alon, Titan & Berger, David & Dent, Robert & Pugsley, Benjamin, 2018. "Older and slower: The startup deficit’s lasting effects on aggregate productivity growth," Journal of Monetary Economics, Elsevier, vol. 93(C), pages 68-85.
    50. Titan Alon & David Berger & Robert Dent & Benjamin Pugsley, 2018. "Older and Slower: The Startup Deficit�s Lasting Effects on Aggregate Productivity Growth," Working Papers 18-29, Center for Economic Studies, U.S. Census Bureau.
    51. Christoph Albert & Andrea Caggese, 2021. "Cyclical Fluctuations, Financial Shocks, and the Entry of Fast-Growing Entrepreneurial Startups [Young, restless and creative: Openness to disruption and creative innovations]," The Review of Financial Studies, Society for Financial Studies, vol. 34(5), pages 2508-2548.
    52. Michael L. Lemmon & Michael R. Roberts & Jaime F. Zender, 2008. "Back to the Beginning: Persistence and the Cross‐Section of Corporate Capital Structure," Journal of Finance, American Finance Association, vol. 63(4), pages 1575-1608, August.
    53. Hopenhayn, Hugo A, 1992. "Entry, Exit, and Firm Dynamics in Long Run Equilibrium," Econometrica, Econometric Society, vol. 60(5), pages 1127-1150, September.
    54. Eric Zwick & James Mahon, 2017. "Tax Policy and Heterogeneous Investment Behavior," American Economic Review, American Economic Association, vol. 107(1), pages 217-248, January.
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    More about this item

    Keywords

    Startups; entrepreneurship;

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

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