Abstract
The novel Finnish Longitudinal OWNer-Employer-Employee (FLOWN) database was used to analyze how the characteristics of owners and employees relate to firm performance as determined by labor productivity, survival, and employment growth. Focusing on the role of the employment history, the results show that previous experience in a high-productivity firm strongly predicts high productivity and probability of survival for the entrepreneur’s new firm. This can be interpreted as evidence of knowledge spillovers through labor mobility of both the owners and the employees. The results also show that the owner’s high education in a technical field is positively related to firm performance. Different findings for owner-entrepreneurs and pure owners suggest that the definition of entrepreneurship matters.
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Notes
The FLOWN database is available via Statistics Finland’s FIONA remote access system. The database links information on the owners of limited liability companies to their firms, with information on dividends by firm and by owner.
In other words, we measured the relative productivity level within industries classified at about two-digit industry level.
Note that productivity is estimated in log so that the percentage effect is 25.7% = exp(0.229)-1.
The estimate from the unweighted regression is 24.0% = exp(0.215)-1.
The estimate from the unweighted regression is 18.1% = exp(0.166)-1 but not statistically significant.
The estimate from the unweighted regression is 12.4% = exp(0.117)-1.
The estimate from the unweighted regression is 14.3% = exp(0.134)-1.
The estimate from the unweighted regression is 29.2% = exp(0.256)-1.
But the estimate from the unweighted regression is only 30.2% = exp(0.264)-1.
But the estimate from the unweighted regression is only 33.9% = exp(0.292)-1.
Using analytic weights is equivalent to estimating a model multiplied by the square root of w where w is the weight variable. Instead of using individual-level data, our data presents enterprise-level averages so the coefficients and covariance matrix from the transformed regression are obtained using this procedure. See more information: https://www.stata.com/support/faqs/statistics/analytical-weights-with-linear-regression/
We thank one of our anonymous referees for this suggestion.
References
Aghion, P., Akcigit, U. & Howitt, P. (2014). Chapter 1—What do we learn from Schumpeterian growth theory? In A. Philippe & N. D. Steven (Eds.), Handbook of economic growth (Vol. Volume 2, pp. 515–563): Elsevier.
Ali-Yrkkö, J., Pajarinen, M., Rouvinen, P. & Ylä-Anttila, P. 2007. Family businesses and globalization in Finland. Available at SSRN 981129.
Andersson, M., Baltzopoulos, A., & Lööf, H. (2012). R&D strategies and entrepreneurial spawning. Research Policy, 41(1), 54–68. https://doi.org/10.1016/j.respol.2011.08.005.
Anyadike-Danes, M., Bjuggren, C.-M., Gottschalk, S., Hölzl, W., Johansson, D., Maliranta, M., et al. (2015). An international cohort comparison of size effects on job growth. Small Business Economics, 44(4), 821–844. https://doi.org/10.1007/s11187-014-9622-0.
Balsvik, R. (2011). Is labor mobility a channel for spillovers from multinationals? Evidence from Norwegian manufacturing. The Review of Economics and Statistics, 93(1), 285–297. https://doi.org/10.1162/REST_a_00061.
Bates, T. (1990). Entrepreneur human capital inputs and small business longevity. The Review of Economics and Statistics, https://doi.org/10.2307/2109594 551-559.
Berglann, H., Moen, E. R., Røed, K., & Skogstrøm, J. F. (2011). Entrepreneurship: origins and returns. Labour Economics, 18(2), 180–193. https://doi.org/10.1016/j.labeco.2010.10.002.
Bloom, N., Genakos, C., Sadun, R., & Van Reenen, J. (2012). Management practices across firms and countries. Academy of Management Perspectives, 26(1), 12–33. https://doi.org/10.5465/amp.2011.0077.
Bloom, N., Sadun, R. & Van Reenen, J. (2016). Management as a technology? , Harvard Business School Strategy Unit Working Paper No. 16–133.
Carree, M., & Klomp, L. (1996). Small business and job creation: a comment. Small Business Economics, 8(4), 317–322.
Claessens, S., Djankov, S., & Lang, L. H. (2000). The separation of ownership and control in East Asian corporations. Journal of Financial Economics, 58(1), 81–112. https://doi.org/10.1016/S0304-405X(00)00067-2.
Colombo, M. G., & Grilli, L. (2005). Founders’ human capital and the growth of new technology-based firms: a competence-based view. Research Policy, 34(6), 795–816. https://doi.org/10.1016/j.respol.2005.03.010.
Cooper, A. C., Gimeno-Gascon, F. J., & Woo, C. Y. (1994). Initial human and financial capital as predictors of new venture performance. Journal of Business Venturing, 9(5), 371–395. https://doi.org/10.1016/0883-9026(94)90013-2.
Dahlqvist, J., Davidsson, P., & Wiklund, J. (2000). Initial conditions as predictors of new venture performance: a replication and extension of the Cooper et al. study. Enterprise and Innovation Management Studies, 1(1), 1–17. https://doi.org/10.1080/146324400363491.
Davis, S. J. & Haltiwanger, J. 1999. Gross job flows. In O. C. Ashenfelter & D. Card (Eds.), Handbook of labor economics, Volume 3b: Elsevier.
Davis, S. J., Haltiwanger, J., & Schuh, S. (1996). Small business and job creation: dissecting the myth and reassessing the facts. Small Business Economics, 8(4), 297–315 http://www.jstor.org/stable/40228707.
Davis, J. S., Haltiwanger, J., Handley, K., Jarmin, R., Lerner, J., & Miranda, J. (2014). Private equity, jobs, and productivity. American Economic Review, 104(12), 3956–3990. https://doi.org/10.1257/aer.104.12.3956.
Dumont, M., Rayp, G., Verschelde, M. & Merlevede, B. 2016. The contribution of start-ups and young firms to industry-level efficiency growth. Applied Economics, https://doi.org/10.1080/00036846.2016.1184381, 1–16.
Ehrl, P. (2014). High-wage workers and high-productivity firms—a regional view on matching in Germany. BGPE Discussion Paper, No. 149.
Elfenbein, D. W., Hamilton, B. H., & Zenger, T. R. (2010). The small firm effect and the entrepreneurial spawning of scientists and engineers. Management Science, 56(4), 659–681. https://doi.org/10.1287/mnsc.1090.1130.
Faccio, M., & Lang, L. H. (2002). The ultimate ownership of Western European corporations. Journal of Financial Economics, 65(3), 365–395. https://doi.org/10.1016/S0304-405X(02)00146-0.
Goetz, C., Hyatt, H. R., McEntarfer, E. & Sandusky, K. 2017. The promise and potential of linked employer-employee data for entrepreneurship research. In J. Haltiwanger, E. Hurst, J. Miranda & A. Schoar (Eds.), Measuring entrepreneurial businesses: current knowledge and challenges (Vol. Studies in Income and Wealth, Volume 75, pp. 433–462): University of Chicago Press.
Haltiwanger, J. C., Lane, J. I., & Spletzer, J. R. (1999). Productivity differences across employers: the roles of employer size, age, and human capital. American Economic Review, 89(2), 94–98 http://www.jstor.org/stable/117087.
Haltiwanger, J. C., Lane, J. I., & Spletzer, J. R. (2007). Wages, productivity, and the dynamic interaction of businesses and workers. Labour Economics, 14(3), 575–602. https://doi.org/10.1016/j.labeco.2005.10.005.
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. https://doi.org/10.1162/REST_a_00288.
Haltiwanger, J., Jarmin, R. S., Kulick, R. & Miranda, J. 2017. High growth young firms: contribution to job, output, and productivity growth. In J. Haltiwanger, E. Hurst, J. Miranda & A. Schoar (Eds.), Measuring entrepreneurial businesses: current knowledge and challenges (pp. 11–62): University of Chicago Press (available at http://www.nber.org/chapters/c13492.pdf ).
Hyytinen, A., & Maliranta, M. (2008). When do employees leave their job for entrepreneurship? Scandinavian Journal of Economics, 110(1), 1–21. https://doi.org/10.1111/j.l467-9442.2008.00522.x.
Hyytinen, A., & Maliranta, M. (2013). Firm lifecycles and evolution of industry productivity. Research Policy, 42(5), 1080–1098. https://doi.org/10.1016/j.respol.2013.01.008.
Hyytinen, A., Lahtonen, J., & Pajarinen, M. (2014). Forecasting errors of new venture survival. Strategic Entrepreneurship Journal, 8(4), 283–302. https://doi.org/10.1002/sej.1187.
Ilmakunnas, P., & Maliranta, M. (2005). Technology, labour characteristics and wage-productivity gaps. Oxford Bulletin of Economics and Statistics, 67(5), 623–644. https://doi.org/10.1111/j.1468-0084.2005.00134.x.
Ilmakunnas, P. & Maliranta, M. 2016. How does the age structure of worker flows affect firm performance? Journal of Productivity Analysis, https://doi.org/10.1007/s11123-016-0471-5, 1–20.
Ilmakunnas, P., Maliranta, M. & Vainiomäki, J. 2001. Linked employer-employee data on Finnish plants for the analysis of productivity, wages and turnover. In T. Jensen & A. Holm (Eds.), Nordic labour market research on register data (pp. 205–246). Copenhagen: Nordic Council of Ministers. TemaNord 2001:593.
Kerr, W. R., Nanda, R., & Rhodes-Kropf, M. (2014). Entrepreneurship as experimentation. Journal of Economic Perspectives, 28(3), 25–48. https://doi.org/10.1257/jep.28.3.25.
Kontinen, T., & Ojala, A. (2010). Internationalization pathways of family Smes: psychic distance as a focal point. Journal of Small Business and Enterprise Development, 17(3), 437–454. https://doi.org/10.1108/14626001011068725.
Lazear, E. P. (2005). Entrepreneurship. Journal of Labor Economics, 23(4), 649–680. https://doi.org/10.1086/491605.
Levine, R., & Rubinstein, Y. (2016). Smart and illicit: who becomes an entrepreneur and do they earn more? Quarterly Journal of Economics, 132(2), 963–1018. https://doi.org/10.1093/qje/qjw044.
Lofstrom, M., Bates, T., & Parker, S. C. (2014). Why are some people more likely to become small-businesses owners than others: entrepreneurship entry and industry-specific barriers. Journal of Business Venturing, 29(2), 232–251. https://doi.org/10.1016/j.jbusvent.2013.01.004.
Maliranta, M. & Hurri, P. (2018). Micro-level dynamics of output, employment and productivity growth: the role of high-growth firms. Unpublished manuscript, January 2018, Helsinki.
Maliranta, M. & Nurmi, S. (2004). Analyzing entrepreneurship with the Finnish linked employer-employee data Fleed. Matching and qualitative properties of the data. The Research Institute of the Finnish Economy (ETLA), Discussion papers No. 920. Helsinki.
Maliranta, M., Mohnen, P., & Rouvinen, P. (2009). Is inter-firm labor mobility a channel of knowledge spillovers? Evidence form a linked employer-employee panel. Industrial and Corporate Change, 18(6), 1161–1191. https://doi.org/10.1093/icc/dtp031.
Murray, G., Hyytinen, A. & Maula, M. 2009. Growth entrepreneurship and finance. Chapters, 147–202.
Nanda, R., & Sørensen, J. B. (2010). Workplace peers and entrepreneurship. Management Science, 56(7), 1116–1126. https://doi.org/10.1287/mnsc.1100.1179.
Pajarinen, M., Rouvinen, P. & Ylä-Anttila, P. (2006). Uusyrittäjien Kasvuhakuisuus. ETLA discussion papers, The Research Institute of the Finnish Economy (ETLA).
Pajarinen, M., Rouvinen, P. & Ylä-Anttila, P. (2011). Omistajuuden Vaikutus Suomalaisen Työllisyyden Kasvuun Ja Pysyvyyteen. The Research Institute of the Finnish Economy, Discussion Papers No. 1242.
Rocha, V., Van Praag, M., Folta, T. B. & Carneiro, A. J. M. (2016). Entrepreneurial choices of initial human capital endowments and new venture success. IZA, DP No. 9919.
Sahaym, A., Howard, M. D., Basu, S., & Boeker, W. (2016). The parent’s legacy: firm founders and technological choice. Journal of Business Research, 69(8), 2624–2633. https://doi.org/10.1016/j.jbusres.2016.04.012.
Shane, S., & Stuart, T. (2002). Organizational endowments and the performance of university start-ups. Management Science, 48(1), 154–170. https://doi.org/10.1287/mnsc.48.1.154.14280.
Stoyanov, A., & Zubanov, N. (2012). Productivity spillovers across firms through worker mobility. American Economic Journal: Applied Economics, 4(2), 168–198. https://doi.org/10.1257/app.4.2.168.
Stuetzer, M., Obschonka, M., & Schmitt-Rodermund, E. (2013). Balanced skills among nascent entrepreneurs. Small Business Economics, 41(1), 93–114. https://doi.org/10.1007/s11187-012-9423-2.
Tourunen, K. & Laaksonen, S. (2009). The significance of business ownership and governance: contribution and profitability of family businesses in Finland. Unpublished manuscript, June 23 2009.
Van Biesebroeck, J. (2003). Productivity dynamics with technology choice: an application to automobile assembly. Review of Economic Studies, 70(1), 167–198 http://www.jstor.org/stable/3648615.
Acknowledgements
We thank Ari Hyytinen, Antti Kauhanen, Pekka Ilmakunnas and Petri Rouvinen as well as participants at the XXXVIII Annual Meeting of the Finnish Economic Association in Pori and the ETLA workshop for invaluable comments and suggestions. Part of the data gathering and analysis was carried out at Statistics Finland under its terms and conditions for confidentiality. For access to the data, contact the Research Services of Statistics Finland, FI-00022 Statistics Finland.
Funding
The work was supported by TEKES, the Finnish Funding Agency for Technology and Innovation (project 2867/31/2013) and the TT Foundation.
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Maliranta, M., Nurmi, S. Business owners, employees, and firm performance. Small Bus Econ 52, 111–129 (2019). https://doi.org/10.1007/s11187-018-0029-1
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DOI: https://doi.org/10.1007/s11187-018-0029-1