Erhardt, Eva (2017): Who persistently creates jobs? Absolute versus relative high-growth firms.
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Abstract
This paper examines the economic contribution of high-growth firms after their high-growth event. While the central role of high-growth firms for job creation is well-established, little is known about their dynamic development in coming periods. We address this question for the first time by comparing absolute with relative growth measures and use data on private firms in Bulgaria for three consecutive 3-year periods (2001-2004, 2004-2007, and 2007-2010). Next to calculating transition probability matrices to investigate growth in employees in coming periods, we model future employment growth by means of a two-part model with separate equations for the probability of survival and exit as well as for growth of survivors and growth of exits. The decomposition of aggregate growth effects shows that it is central for outcomes whether growth is measured in absolute or relative terms. High-growth firms defined according to an absolute measure show the biggest potential for job creation in coming periods while those measured in relative terms without size threshold tend to be outperformed by other firms. In that regard, both public support programs for high-growth firms as well as researchers should refrain more from exclusively applying relative growth measures.
Item Type: | MPRA Paper |
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Original Title: | Who persistently creates jobs? Absolute versus relative high-growth firms |
English Title: | Who persistently creates jobs? Absolute versus relative high-growth firms |
Language: | English |
Keywords: | high-growth firms, growth measures, job creation, persistence, Bulgaria |
Subjects: | C - Mathematical and Quantitative Methods > C1 - Econometric and Statistical Methods and Methodology: General > C18 - Methodological Issues: General D - Microeconomics > D2 - Production and Organizations > D22 - Firm Behavior: Empirical Analysis J - Labor and Demographic Economics > J2 - Demand and Supply of Labor > J23 - Labor Demand L - Industrial Organization > L2 - Firm Objectives, Organization, and Behavior > L26 - Entrepreneurship P - Economic Systems > P2 - Socialist Systems and Transitional Economies > P23 - Factor and Product Markets ; Industry Studies ; Population |
Item ID: | 79307 |
Depositing User: | Eva Christine Erhardt |
Date Deposited: | 23 May 2017 06:16 |
Last Modified: | 27 Sep 2019 14:56 |
References: | Acs, Z. J. (2013). High-impact firms: gazelles revisited. In M. Fritsch (Ed.), Handbook of Research on Entrepreneurship and Regional Development: National and Regional Perspectives (pp. 133-174): Edward Elgar Publishing. Acs, Z. J., & Mueller, P. (2008). Employment effects of business dynamics: Mice, gazelles and elephants. Small Business Economics, 30 (1), 85-100. doi:10.1007/s11187-007-9052-3 Almus, M. (2002). What characterizes a fast-growing firm? Applied Economics, 34 (12), 1497-1508. doi:10.1080/00036840110105010 Anyadike-Danes, M., Bonner, K., Hart, M., & Mason, C. (2009). Measuring Business Growth: High-growth firms and their contribution to employment in the UK. Retrieved from http://strathprints.strath.ac.uk/id/eprint/16124 [accessed 15 December 2016] Anyadike-Danes, M., Hart, M., & Du, J. (2015). Firm dynamics and Job Creation in the UK. International Small Business Journal, 33 (1), 12-27. doi:10.1177/0266242614552334 Autio, E., Kronlund, M., & Kovalainen, A. (2007). High-Growth SME Support Initiatives in Nine Countries: Analysis, Categorization, and Recommendations. Ministry of Trade and Industry. Retrieved from http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.623.5003&rep=rep1&type=pdf [accessed December 15 2016] Ayyagari, M., Demirguc-Kunt, A., & Maksimovic, V. (2014). Who creates jobs in developing countries? Small Business Economics, 43 (1), 75-99. doi:10.1007/s11187-014-9549-5 Bianchini, S., Bottazzi, G., & Tamagni, F. (2016). What does (not) characterize persistent corporate high-growth? Small Business Economics, 1-24. doi:10.1007/s11187-016-9790-1 Birch, D. (1979). The job generation process. Cambridge: MIT Press. Birch, D. (1981). Who creates jobs? The public interest, 65, 62-82. Birch, D. (1987). Job Creation in Amercia: How Our Smallest Companies Put the Most People to Work. New York: The Free Press. Birch, D., & Medoff, J. (1994). Gazelles. In L. C. Solmon & A. R. Levenson (Eds.), Labor markets, employment policy and job creation (pp. 159-167). Boulder, CO: Westview. Bjuggren, C. M., Daunfeldt, S.-O., & Johansson, D. (2013). High-growth firms and family ownership. Journal of Small Business & Entrepreneurship, 26 (4). doi:10.1080/08276331.2013.821765 Bos, J. W., & Stam, E. (2013). Gazelles and industry growth: a study of young high-growth firms in The Netherlands. Industrial and Corporate Change, 1-25. doi:10.1093/icc/dtt050 Bottazzi, G., Coad, A., Jacoby, N., & Secchi, A. (2011). Corporate growth and industrial dynamics: Evidence from French manufacturing. Applied Economics, 43 (1), 103-116. doi:10.1080/00036840802400454 Bravo-Biosca, A., Criscuolo, C., & Menon, C. (2013). What drives the dynamics of business growth? OECD Science, Technology and Industry Policy Papers, No. 1. doi:/10.1787/5k486qtttq46-en Brown, J. D., & Earle, J. S. (2008). Creating productive jobs in East European transition economies: a synthesis of firm-level studies. National Institute Economic Review, 204 (1), 108-125. doi:10.1177/00279501082040011201 Brüderl, J., & Preisendörfer, P. (2000). Fast-growing businesses: empirical evidence from a German study. International Journal of Sociology, 45-70. Retrieved from http://www.jstor.org/stable/20628597 Butcher, B., & Bursnall, M. (2013). How dynamic is the private sector? Job creation and insights from workplace-level data. National Institute Economic Review, 225 (1), F4-F14. Retrieved from http://ner.sagepub.com/content/225/1/F4.abstract Cameron, A. C., & Trivedi, P. K. (2005). Microeconomics: methods and applications. Cambridge: Cambridge University Press. Capasso, M., Cefis, E., & Frenken, K. (2013). On the existence of persistently outperforming firms. Industrial and Corporate Change, 1-40. doi:10.1093/icc/dtt034 Caves, R. E. (1998). Industrial Organization and New Findings on the Turnover and Mobility of Firms. Journal of Economic Literature, 36 (4), 1947-1982. Retrieved from http://www.jstor.org/stable/2565044 Chesher, A. (1979). Testing the Law of Proportionate Effect. Journal of Industrial Economics, 27 (4), 403-411. doi:10.2307/2097961 Coad, A. (2007). A closer look at serial growth rate correlation. Review of Industrial Organization, 31 (1), 69-82. doi:10.1007/s11151-007-9135-y Coad, A., Daunfeldt, S.-O., Hölzl, W., Johansson, D., & Nightingale, P. (2014). High-growth firms: introduction to the special section. Industrial and Corporate Change, 23 (1), 91-112. doi:10.1093/icc/dtt052 Coad, A., & Hölzl, W. (2009). On the autocorrelation of growth rates. Journal of Industry, Competition and Trade, 9 (2), 139-166. doi:10.1007/s10842-009-0048-3 Criscuolo, C., Gal, P. N., & Menon, C. (2014). The Dynamics of Employment Growth: New Evidence from 18 Countries”. OECD Science, Technology and Industry Policy Papers No. 14. doi:10.1787/5jz417hj6hg6-en Crnogaj, K., & Sirec, K. (2014). Employment and value-added contribution of Slovenian high-growth companies (gazelles). Ekonomski horizonti, 16 (1), 17-30. doi:10.5937/ekonhor1401017C Cuaresma, J. C., Oberhofer, H., & Vincelette, G. A. (2014). Institutional barriers and job creation in Central and Eastern Europe. IZA Journal of European Labor Studies, 3 (3). Daunfeldt, S.-O., Elert, N., & Johansson, D. (2014). The economic contribution of high-growth firms: do policy implications depend on the choice of growth indicator? Journal of Industry, Competition and Trade, 14 (3), 337-365. doi:10.1007/s10842-013-0168-7 Daunfeldt, S.-O., & Halvarsson, D. (2015). Are high-growth firms one-hit wonders? Evidence from Sweden. Small Business Economics, 44 (2), 361-383. doi:10.1007/s11187-014-9599-8 Daunfeldt, S.-O., Johansson, D., & Halvarsson, D. (2015). Using the Eurostat-OECD definition of high-growth firms: a cautionary note. Journal of Entrepreneurship and Public Policy, 4 (1), 50-56. doi:10.1108/JEPP-05-2013-0020 Davidsson, P., & Delmar, F. (2003). Hunting for new employment: the role of high-growth firms Small firms and economic development in developed and transition economies: A reader (pp. 7-20). Aldershot, U.K.: Ashgate. Davidsson, P., & Delmar, F. (2006). High-growth firms and their contribution to employment: The case of Sweden 1987–96. Cheltenham: Elgar. Davidsson, P., & Henrekson, M. (2002). Determinants of the prevalance of start-ups and high-growth firms. Small Business Economics, 19 (2), 81-104. doi:10.1023/A:1016264116508 Davis, S., Haltiwanger, J., & Schuh, S. (1996). Small business and job creation: Dissecting the myth and reassessing the facts. Small Business Economics, 8 (4), 297-315. doi:10.1007/bf00393278 Delmar, F., Davidsson, P., & Gartner, W. B. (2003). Arriving at the high-growth firm. Journal of Business Venturing, 18 (2), 189-216. Dillen, Y., Laveren, E., Martens, R., De Vocht, S., & Van Imschoot, E. (2014). Growth persistence and profile robustness of high-growth firms. International Journal of Entrepreneurial Venturing, 6 (4), 299-330. doi:10.1504/IJEV.2014.066836 Dunne, P., & Hughes, A. (1994). Age, size, growth and survival: UK companies in the 1980s. Journal of Industrial Economics, 115-140. Retrieved from http://www.jstor.org/stable/2950485 EU. (2010). Europe 2020: A Strategy for Smart, Sustainable and Inclusive Growth - Communication from the Commission. Publications Office of the European Union. Retrieved from http://ec.europa.eu/eu2020/pdf/COMPLET%20EN%20BARROSO%20%20%20007%20-%20Europe%202020%20-%20EN%20version.pdf [accessed 12 October 2016] Eurostat-OECD. (2007). Eurostat-OECD Manual on Business Demography Statistics. Luxembourg: European Communities / OECD. Retrieved from http://www.oecd.org/std/39974460.pdf [accessed 19 October 2016] Eurostat. (2009). Business Demography: employment and survival. Statistics in focus, 70/2009. (http://ec.europa.eu/eurostat/documents/3433488/5284008/KS-SF-09-070-EN.PDF/d43f5156-61fb-4f3a-8bd7-e6902e48c8de [accessed 15 December 2016]) Evans, D. S. (1987). The relationship between firm growth, size, and age: Estimates for 100 manufacturing industries. Journal of Industrial Economics, 567-581. doi:10.2307/2098588 Faggio, G., & Konings, J. (2003). Job creation, job destruction and employment growth in transition countries in the 90s. Economic Systems, 27 (2), 129-154. doi:10.1016/S0939-3625(03)00036-0 Gabrielsson, J., Dahlstrand, C. s. L., & Politis, D. (2014). Sustainable high-growth entrepreneurship: A study of rapidly growing firms in the Scania region. International Journal of Entrepreneurship and Innovation, 15 (1), 29-40. doi:10.5367/ijei.2014.0138 Geroski, P. A. (1995). What do we know about entry? International Journal of Industrial Organization, 13 (4), 421-440. doi:10.1016/0167-7187(95)00498-X Gibrat, R. (1931). Les inégalités économiques: Recueil Sirey. Goddard, J., Wilson, J., & Blandon, P. (2002). Panel tests of Gibrat’s law for Japanese manufacturing. International Journal of Industrial Organization, 20 (3), 415-433. doi:10.1016/S0167-7187(00)00085-0 Halabisky, D., Dreessen, E., & Parsley, C. (2006). Growth in firms in Canada, 1985–1999. Journal of Small Business & Entrepreneurship, 19 (3), 255-267. doi:10.1080/08276331.2006.10593370 Haltiwanger, J., Jarmin, R. S., & Miranda, J. (2013). Who creates jobs? Small versus large versus young. Review of Economics and Statistics, 95 (2), 347-361. doi:10.1162/REST_a_00288 Henrekson, M., & Johansson, D. (2010). Gazelles as job creators: a survey and interpretation of the evidence. Small Business Economics, 35 (2), 227-244. doi:10.1007/s11187-009-9172-z Hölzl, W. (2009). Is the R&D behaviour of fast-growing SMEs different? Evidence from CIS III data for 16 countries. Small Business Economics, 33 (1), 59-75. doi:10.1007/s11187-009-9182-x Hölzl, W. (2013). Persistence, survival, and growth: a closer look at 20 years of fast-growing firms in Austria. Industrial and Corporate Change, 1-33. doi:10.1093/icc/dtt054 Hoxha, D., & Capelleras, J.-L. (2010). Fast-growing firms in a transitional and extreme environment: are they different? Journal of Small Business and Enterprise Development, 17 (3), 350-370. doi:10.1108/14626001011068671 Huber, P., Oberhofer, H., & Pfaffermayr, M. (2017). Who creates jobs? Econometric modeling and evidence for Austrian firm level data. European Economic Review, 91, 57-71. doi:http://dx.doi.org/10.1016/j.euroecorev.2016.09.008 Hutchinson, J., & Xavier, A. (2006). Comparing the impact of credit constraints on the growth of SMEs in a transition country with an established market economy. Small Business Economics, 27 (2-3), 169-179. doi:10.1007/s11187-005-4412-3 Ijiri, Y., & Simon, H. A. (1964). Business Firm Growth and Size. American Economic Review, 54 (2), 77-89. Retrieved from http://www.jstor.org/stable/1810899 Kaiser, U., & Kongsted, H. C. (2008). True versus spurious state dependence in firm performance. Empirical Economics, 35 (2). doi:10.1007/s00181-007-0149-y Kolar, J. (2014). Policies to support High Growth Innovative Enterprises. Brussels: European Commission. Retrieved from https://ec.europa.eu/research/innovation-union/pdf/erac/final_report_from_session_ii_of_the_2014_erac_mutual_learning_seminar.pdf [accessed 15 December 2016] Lilischkis, S. (2013). Policies for High Growth Innovative Enterprises. Brussels. Retrieved from https://era.gv.at/object/document/366/attach/background_paper_session_3.pdf [accessed 15 December 2016] Littunen, H., & Tohmo, T. (2003). The high growth in new metal-based manufacturing and business service firms in Finland. Small Business Economics, 21 (2), 187-200. doi:10.1023/A:1025014427294 Mason, C., & Brown, R. (2013). Creating good public policy to support high-growth firms. Small Business Economics, 40 (2), 211-225. doi:10.1007/s11187-011-9369-9 Mateev, M., & Anastasov, Y. (2010). Determinants of small and medium sized fast growing enterprises in central and eastern Europe: a panel data analysis. Financial Theory and Practice, 34 (3), 269-295. Retrieved from http://hrcak.srce.hr/63156 Mateev, M., & Anastasov, Y. (2011). On the Growth of Micro, Small and Medium-Sized Firms in Central and Eastern Europe: A Dynamic Panel Analysis. Banking and Finance Review, 3(2), 81-104. (http://www.mateevfinance.com/re_pdfs/1440236436_pdf_On%20the%20Growth%20of%20Small%20and%20Medium%20Sized%20Enterprises%20in%20Central%20and%20Eastern%20Europe_BFR%202011.pdf [accessed 16 December 2016]) Moreno, F., & Coad, A. (2015). High-Growth Firms: Stylized Facts and Conflicting Results. In A. Corbett, J. Katz & A. Mckelvie (Eds.), Entrepreneurial Growth: Individual, Firm, and Region (Vol. 17, pp. 187-230): Emerald Group Publishing Limited. NESTA. (2009). The vital 6 per cent - How high-growth innovative businesses generate prosperity and jobs. London: National Endowment for Science, Technology and the Arts. Retrieved from https://www.nesta.org.uk/sites/default/files/vital-six-per-cent.pdf [accessed 16 December 2016] OECD. (2013). An International Benchmarking Analysis of Public Programmes for High Growth Firms. Paris: OECD. Retrieved from http://www.oecd.org/cfe/leed/OECD-DBA%20HGF%20PROGRAMME%20REPORT_SECOND%20FINAL%20DRAFT%20(2).pdf [accessed 16 December 2016] Oliveira, B., & Fortunato, A. (2006). Firm growth and liquidity constraints: A dynamic analysis. Small Business Economics, 27 (2-3), 139-156. doi:10.1007/s11187-006-0006-y Parker, S. C., Storey, D. J., & Van Witteloostuijn, A. (2010). What happens to gazelles? The importance of dynamic management strategy. Small Business Economics, 35 (2), 203-226. doi:10.1007/s11187-009-9250-2 Satterthwaite, S., & Hamilton, R. (2016). High-growth firms in New Zealand: Superstars or shooting stars? International Small Business Journal, 0266242616659913. doi:10.1177/0266242616659913 Schreyer, P. (2000). High-growth firms and employment. OECD Science, Technology and Industry Working Papers, 2000 (03). doi:10.1787/861275538813 Senderovitz, M., Klyver, K., & Steffens, P. (2016). Four years on: Are the gazelles still running? A longitudinal study of firm performance after a period of rapid growth. International Small Business Journal, 34 (4), 391-411. doi:10.1177/0266242614567483 Singh, A., & Whittington, G. (1975). The Size and Growth of Firms. Review of Economic Studies, 42 (1), 15-26. doi:10.2307/2296816 Storey, D. J. (1994). Understanding the small business sector. London: Routledge. Sutton, J. (1997). Gibrat's Legacy. Journal of Economic Literature, 35 (1), 40-59. Retrieved from http://www.jstor.org/stable/2729692 Törnqvist, L., Vartia, P., & Vartia, Y. O. (1985). How Should Relative Changes Be Measured? American Statistician, 43-46. Retrieved from http://www.jstor.org/stable/2683905 Weinzimmer, L. G., Nystrom, P. C., & Freeman, S. J. (1998). Measuring organizational growth: Issues, consequences and guidelines. Journal of Management, 24 (2), 235-262. doi:10.1177/014920639802400205 |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/79307 |