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Hiring opportunities for new firms and the business cycle

Author

Listed:
  • Udo Brixy

    (Institute for Employment Research (IAB)
    Ludwig-Maximilians-Universität)

  • Martin Murmann

    (Bern University of Applied Sciences
    University of Zurich
    Leibniz Centre for European Economic Research (ZEW))

Abstract

Whether firms founded during or outside economic crises have greater growth potential is an important question for both prospective entrepreneurs and policy makers. Existing research offers conflicting answers, and mostly either focuses on aggregate cohort-level effects or selectively excludes small new firms from the analyses. Using extensive linked employer-employee data on young German firms around and during the Global Financial Crisis, a period of sharply reduced access to external capital and recession, we show that young firms respond to cyclical conditions in highly heterogeneous ways. Our firm-level results reveal that the average new firm found it easier to hire its first employees when it was founded during the crisis. These firms achieved countercyclical growth by hiring career entrants. More specifically, hiring in very young (

Suggested Citation

  • Udo Brixy & Martin Murmann, 2025. "Hiring opportunities for new firms and the business cycle," Small Business Economics, Springer, vol. 64(3), pages 1387-1413, March.
    • Handle: RePEc:kap:sbusec:v:64:y:2025:i:3:d:10.1007_s11187-024-00948-6
    DOI: 10.1007/s11187-024-00948-6
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    1. Wagner, Joachim, 1994. "The Post-entry Performance of New Small Firms in German Manufacturing Industries," Journal of Industrial Economics, Wiley Blackwell, vol. 42(2), pages 141-154, June.
    2. 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.
    3. Machado, Jose A.F. & Silva, J. M. C. Santos, 2005. "Quantiles for Counts," Journal of the American Statistical Association, American Statistical Association, vol. 100, pages 1226-1237, December.
    4. Bartz, Wiebke & Winkler, Adalbert, 2016. "Flexible or fragile? The growth performance of small and young businesses during the global financial crisis — Evidence from Germany," Journal of Business Venturing, Elsevier, vol. 31(2), pages 196-215.
    5. Ouimet, Paige & Zarutskie, Rebecca, 2014. "Who works for startups? The relation between firm age, employee age, and growth," Journal of Financial Economics, Elsevier, vol. 112(3), pages 386-407.
    6. Giuseppe Moscarini & Fabien Postel-Vinay, 2013. "Stochastic Search Equilibrium," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(4), pages 1545-1581.
    7. Andreas Koch & Jochen Späth & Harald Strotmann, 2013. "The role of employees for post-entry firm growth," Small Business Economics, Springer, vol. 41(3), pages 733-755, October.
    8. Karl BRENKE & Ulf RINNE & Klaus F. ZIMMERMANN, 2013. "Short-time work: The German answer to the Great Recession," International Labour Review, International Labour Organization, vol. 152(2), pages 287-305, June.
    9. Daniel Fackler & Lisa Hölscher & Claus Schnabel & Antje Weyh, 2022. "Does working at a start-up pay off?," Small Business Economics, Springer, vol. 58(4), pages 2211-2233, April.
    10. Alex Coad & Sven-Olov Daunfeldt & Dan Johansson & Karl Wennberg, 2014. "Whom do high-growth firms hire?," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 23(1), pages 293-327, February.
    11. Daniel Fackler & Michaela Fuchs & Lisa Hölscher & Claus Schnabel, 2019. "Do Start-ups Provide Employment Opportunities for Disadvantaged Workers?," ILR Review, Cornell University, ILR School, vol. 72(5), pages 1123-1148, October.
    12. Mata, Jose & Machado, Jose A. F., 1996. "Firm start-up size: A conditional quantile approach," European Economic Review, Elsevier, vol. 40(6), pages 1305-1323, June.
    13. Xavier Giroud & Holger M. Mueller, 2017. "Firm Leverage, Consumer Demand, and Employment Losses during the Great Recession," Working Papers 17-01, Center for Economic Studies, U.S. Census Bureau.
    14. Alex Coad & Kristian Nielsen & Bram Timmermans, 2017. "My first employee: an empirical investigation," Small Business Economics, Springer, vol. 48(1), pages 25-45, January.
    15. Wennberg, Karl & Anderson, Brian S., 2020. "Editorial: Enhancing the exploration and communication of quantitative entrepreneurship research," Journal of Business Venturing, Elsevier, vol. 35(3).
    16. Claudio Michelacci & Vincenzo Quadrini, 2005. "Borrowing from Employees: Wage Dynamics with Financial Constraints," Journal of the European Economic Association, MIT Press, vol. 3(2-3), pages 360-369, 04/05.
    17. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    18. Patel, Pankaj C., 2019. "Minimum wage and transition of non-employer firms intending to hire employees into employer firms: State-level evidence from the US," Journal of Business Venturing Insights, Elsevier, vol. 12(C).
    19. repec:spo:wpmain:info:hdl:2441/59cr4u3mmr9pobrceptvua5g8c is not listed on IDEAS
    20. James Liang & Hui Wang & Edward P. Lazear, 2018. "Demographics and Entrepreneurship," Journal of Political Economy, University of Chicago Press, vol. 126(S1), pages 140-196.
    21. Krause, Michael U. & Uhlig, Harald, 2012. "Transitions in the German labor market: Structure and crisis," Journal of Monetary Economics, Elsevier, vol. 59(1), pages 64-79.
    22. repec:oup:qjecon:v:129:y:2013:i:1:p:1-59 is not listed on IDEAS
    23. Hugo Castro-Silva & Francisco Lima, 2023. "The struggle of small firms to retain high-skill workers: job duration and the importance of knowledge intensity," Small Business Economics, Springer, vol. 60(2), pages 537-572, February.
    24. Kim, J. Daniel, 2018. "Is there a startup wage premium? Evidence from MIT graduates," Research Policy, Elsevier, vol. 47(3), pages 637-649.
    25. Victor Chernozhukov & Iván Fernández-Val, 2011. "Inference for Extremal Conditional Quantile Models, with an Application to Market and Birthweight Risks," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 78(2), pages 559-589.
    26. Robert W. Fairlie & Javier Miranda, 2017. "Taking the Leap: The Determinants of Entrepreneurs Hiring Their First Employee," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 26(1), pages 3-34, February.
    27. Magnus Henrekson & Dan Johansson, 2010. "Gazelles as job creators: a survey and interpretation of the evidence," Small Business Economics, Springer, vol. 35(2), pages 227-244, September.
    28. Luca Grilli & Boris Mrkajic & Emanuele Giraudo, 2023. "Industrial policy, innovative entrepreneurship, and the human capital of founders," Small Business Economics, Springer, vol. 60(2), pages 707-728, February.
    29. Stefan Bender & Till von Wachter, 2006. "In the Right Place at the Wrong Time: The Role of Firms and Luck in Young Workers' Careers," American Economic Review, American Economic Association, vol. 96(5), pages 1679-1705, December.
    30. Thurik, A. Roy & Carree, Martin A. & van Stel, André & Audretsch, David B., 2008. "Does self-employment reduce unemployment?," Journal of Business Venturing, Elsevier, vol. 23(6), pages 673-686, November.
    31. Shanker Satyanath & Nico Voigtländer & Hans-Joachim Voth, 2017. "Bowling for Fascism: Social Capital and the Rise of the Nazi Party," Journal of Political Economy, University of Chicago Press, vol. 125(2), pages 478-526.
    32. Teresa C Fort & John Haltiwanger & Ron S Jarmin & Javier Miranda, 2013. "How Firms Respond to Business Cycles: The Role of Firm Age and Firm Size," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 61(3), pages 520-559, August.
    33. Balleer, Almut & Gehrke, Britta & Lechthaler, Wolfgang & Merkl, Christian, 2016. "Does short-time work save jobs? A business cycle analysis," European Economic Review, Elsevier, vol. 84(C), pages 99-122.
    34. Xavier Giroud & Holger M. Mueller, 2017. "Firm Leverage, Consumer Demand, and Employment Losses During the Great Recession," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(1), pages 271-316.
    35. Bart Cockx, 2016. "Do youths graduating in a recession incur permanent losses?," IZA World of Labor, Institute of Labor Economics (IZA), pages 281-281, August.
    36. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, May.
    37. Udo Brixy & Susanne Kohaut & Claus Schnabel, 2007. "Do Newly Founded Firms Pay Lower Wages? First Evidence from Germany," Small Business Economics, Springer, vol. 29(1), pages 161-171, June.
    38. Roy Thurik, 2014. "Entrepreneurship and the business cycle," IZA World of Labor, Institute of Labor Economics (IZA), pages 1-90, October.
    39. Zoltán J. Ács & Pamela Mueller, 2015. "Employment effects of business dynamics: Mice, Gazelles and Elephants," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 16, pages 304-319, Edward Elgar Publishing.
    40. Cressy, Robert, 1996. "Are Business Startups Debt-Rationed?," Economic Journal, Royal Economic Society, vol. 106(438), pages 1253-1270, September.
    41. Petr Sedláček & Vincent Sterk, 2017. "The Growth Potential of Startups over the Business Cycle," American Economic Review, American Economic Association, vol. 107(10), pages 3182-3210, October.
    42. Christian Dustmann & Johannes Ludsteck & Uta Schönberg, 2009. "Revisiting the German Wage Structure," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 843-881.
    43. Michael Siemer, 2019. "Employment Effects of Financial Constraints during the Great Recession," The Review of Economics and Statistics, MIT Press, vol. 101(1), pages 16-29, March.
    44. Lee, Yoonsoo & Mukoyama, Toshihiko, 2015. "Entry and exit of manufacturing plants over the business cycle," European Economic Review, Elsevier, vol. 77(C), pages 20-27.
    45. Giuseppe Moscarini & Fabien Postel-Vinay, 2012. "The Contribution of Large and Small Employers to Job Creation in Times of High and Low Unemployment," American Economic Review, American Economic Association, vol. 102(6), pages 2509-2539, October.
    46. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    47. Niels Bosma & Erik Stam & Veronique Schutjens, 2011. "Creative destruction and regional productivity growth: evidence from the Dutch manufacturing and services industries," Small Business Economics, Springer, vol. 36(4), pages 401-418, May.
    48. Dirk Czarnitzki & Thorsten Doherr & Katrin Hussinger & Paula Schliessler & Andrew A Toole, 2015. "Individual versus institutional ownership of university-discovered inventions," Working Papers of Department of Management, Strategy and Innovation, Leuven 482370, KU Leuven, Faculty of Economics and Business (FEB), Department of Management, Strategy and Innovation, Leuven.
    49. Hainmueller, Jens & Xu, Yiqing, 2013. "ebalance: A Stata Package for Entropy Balancing," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 54(i07).
    50. Yvonne Schindele & Antje Weyh, 2011. "The direct employment effects of new businesses in Germany revisited: an empirical investigation for 1976–2004," Small Business Economics, Springer, vol. 36(3), pages 353-363, April.
    51. Maksim Belitski & Christina Guenther & Alexander S. Kritikos & Roy Thurik, 2022. "Economic effects of the COVID-19 pandemic on entrepreneurship and small businesses," Small Business Economics, Springer, vol. 58(2), pages 593-609, February.
    52. Jiyoung Kimjeon & Per Davidsson, 2022. "External Enablers of Entrepreneurship: A Review and Agenda for Accumulation of Strategically Actionable Knowledge," Entrepreneurship Theory and Practice, , vol. 46(3), pages 643-687, May.
    53. Audretsch, David & Colombelli, Alessandra & Grilli, Luca & Minola, Tommaso & Rasmussen, Einar, 2020. "Innovative start-ups and policy initiatives," Research Policy, Elsevier, vol. 49(10).
    54. 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.
    55. repec:spo:wpmain:info:hdl:2441/22qd4iha9ql84kd2t534hdeb is not listed on IDEAS
    56. Kristina Nyström & Gulzat Elvung, 2014. "New firms and labor market entrants: Is there a wage penalty for employment in new firms?," Small Business Economics, Springer, vol. 43(2), pages 399-410, August.
    57. Levesque, Moren & Minniti, Maria, 2006. "The effect of aging on entrepreneurial behavior," Journal of Business Venturing, Elsevier, vol. 21(2), pages 177-194, March.
    58. repec:hal:spmain:info:hdl:2441/59cr4u3mmr9pobrceptvua5g8c is not listed on IDEAS
    59. Colombo, Massimo G. & Delmastro, Marco & Grilli, Luca, 2004. "Entrepreneurs' human capital and the start-up size of new technology-based firms," International Journal of Industrial Organization, Elsevier, vol. 22(8-9), pages 1183-1211, November.
    60. Johannes F. Schmieder & Till von Wachter & Stefan Bender, 2016. "The Effect of Unemployment Benefits and Nonemployment Durations on Wages," American Economic Review, American Economic Association, vol. 106(3), pages 739-777, March.
    61. Vaznyte, Egle & Andries, Petra, 2019. "Entrepreneurial orientation and start-ups' external financing," Journal of Business Venturing, Elsevier, vol. 34(3), pages 439-458.
    62. Giuseppe Moscarini & Fabien Postel-Vinay, 2013. "Stochastic Search Equilibrium," Review of Economic Studies, Oxford University Press, vol. 80(4), pages 1545-1581.
    63. Thomas Astebro & Irwin Bernhardt, 1999. "The Winner's Curse of Human Capital," Working Papers 99-5, Center for Economic Studies, U.S. Census Bureau.
    64. Alicia M. Robb & David T. Robinson, 2014. "The Capital Structure Decisions of New Firms," The Review of Financial Studies, Society for Financial Studies, vol. 27(1), pages 153-179, January.
    65. Gimenez-Fernandez, Elena M. & Sandulli, Francesco D. & Bogers, Marcel, 2020. "Unpacking liabilities of newness and smallness in innovative start-ups: Investigating the differences in innovation performance between new and older small firms," Research Policy, Elsevier, vol. 49(10).
    66. Judson, Ruth A. & Owen, Ann L., 1999. "Estimating dynamic panel data models: a guide for macroeconomists," Economics Letters, Elsevier, vol. 65(1), pages 9-15, October.
    67. Thomas Åstbro & Irwin Bernhardt, 2005. "The Winner’s Curse of Human Capital," Small Business Economics, Springer, vol. 24(1), pages 63-78, February.
    68. 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.
    69. Claus Schnabel & Susanne Kohaut & Udo Brixy, 2011. "Employment stability in newly founded firms: a matching approach using linked employer–employee data from Germany," Small Business Economics, Springer, vol. 36(1), pages 85-100, January.
    70. Bates, Timothy, 1990. "Entrepreneur Human Capital Inputs and Small Business Longevity," The Review of Economics and Statistics, MIT Press, vol. 72(4), pages 551-559, November.
    71. Lai, Yanqing & Saridakis, George & Blackburn, Robert & Johnstone, Stewart, 2016. "Are the HR responses of small firms different from large firms in times of recession?," Journal of Business Venturing, Elsevier, vol. 31(1), pages 113-131.
    72. Fritsch, Michael & Sorgner, Alina & Wyrwich, Michael, 2019. "Self-employment and well-being across institutional contexts," Journal of Business Venturing, Elsevier, vol. 34(6).
    73. Luis Pedauga & Francisco Sáez & Blanca L. Delgado-Márquez, 2022. "Macroeconomic lockdown and SMEs: the impact of the COVID-19 pandemic in Spain," Small Business Economics, Springer, vol. 58(2), pages 665-688, February.
    74. Bansak, Kirk & Hainmueller, Jens & Hangartner, Dominik, 2016. "How economic, humanitarian, and religious concerns shape European attitudes toward asylum seekers," LSE Research Online Documents on Economics 67898, London School of Economics and Political Science, LSE Library.
    75. repec:hal:spmain:info:hdl:2441/22qd4iha9ql84kd2t534hdeb is not listed on IDEAS
    76. Giuseppe Moscarini & Fabien Postel-Vinay, 2012. "The Contribution of Large and Small Employers to Job Creation in Times of High and Low Unemployment," American Economic Review, American Economic Association, vol. 102(6), pages 2509-2539, October.
    77. Bersch, Johannes & Gottschalk, Sandra & Müller, Bettina & Niefert, Michaela, 2014. "The Mannheim Enterprise Panel (MUP) and firm statistics for Germany," ZEW Discussion Papers 14-104, ZEW - Leibniz Centre for European Economic Research.
    78. Michael Roach & Henry Sauermann, 2015. "Founder or Joiner? The Role of Preferences and Context in Shaping Different Entrepreneurial Interests," Management Science, INFORMS, vol. 61(9), pages 2160-2184, September.
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    More about this item

    Keywords

    Firm growth; Hiring; Entrepreneurship; Business cycle; Global Financial Crisis;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • 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
    • M13 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - New Firms; Startups

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