Abstract
We present an empirical analysis of the determinants of growth for a sample of Italian small and medium sized firms. We show that, when investigating a sample which includes firms between 10 and 50 employees and a set of variables larger than those usually considered in the literature, growth – net of industry characteristics and ex ante market power – turns out to be significantly affected not only by size and age, but also by state subsidies, export capacity and credit rationing. By adopting a multivariate approach we also show that these findings are confirmed after controlling for heteroskedasticity, survivorship bias and serial correlation. Our results suggest that the hypothesis of independence of firm growth from the initial size and other factors (usually referred to as Gibrat's law in the literature) is not rejected for large firms, while it does not hold for small and medium sized firms under financial constraints in a "bank-oriented" financial system in which access to external finance is difficult.
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References
Allen, F. and D. Gale, 1995, ‘A Welfare Comparison of Intermediaries and Financial Markets in Germany and the U.S.’, European Economic Review 39(2), 179-209.
Almus, M. and E. A. Nerlinger, 1999, ‘Testing Gibrat's Law for Young Firms–Empirical Results for West Germany’, ZEW Working Paper.
Acs, Z. and D. B. Audretsch, 1987, ‘Innovation, Market Structure and Firm Size’, Review of Economics and Statistics 69(4), 567-574.
Audretsch, D. B. and T. Mahmood, 1995, ‘The Post-entry Performance of New Firms’, in A. van Witteloostuijn (ed.), Market Evolution: Competition and Cooperation. Studies in Industrial Organization, vol. 20, Dordrecht: Kluwer Academic Publishers, pp. 245-255.
Audretsch, D., E. Santarelli and Vivarelli, 1999, ‘Start-Up Size And Industrial Dinamics: Some Evidence From Italian Manufacturing’, International Journal of Industrial Organization 17(7), 965-983.
Aw, B. Y. and A. Hwang, 1995, ‘Productivity and Export Marker: A Firm Level Analysis’, Journal of Development Economics 47(2), 209-231.
Baldwin, J. and G. Picot, 1995, ‘Employment Generation by Small Producers in the Canadian Manufacturing Industry’, Small Business Economics 7(4), 317-331.
Baldwin, J. R. and M. Rafiquzzaman, 1995, ‘Selection Versus Evolutionary Adaptation: Learning and Post-entry Performance’, International Journal of Industrial Organization 13(4), 501-522.
Bagella, M., L. Becchetti and C. Caggese, 2001, ‘Finance, Investment and Innovation: A Three Pillars Approach Based on a Priori Identification, Direct Revelation an Econometric Estimation’, Research in Economics 55(2), 219-254.
Becchetti, L., 1995, ‘Finance, Investment and Innovation: A Theoretical and Empirical Comparative Analysis’, Empirica 22(3), 167-184.
Chesher, A., 1979, ‘Testing the Law of Proportionate Effects’, Journal of Industrial Economics 27(4), 403-411.
Chirinko, R. S., 1993, ‘Business Fixed Investment Spending’, Journal of Economic Literature 31(4), 1875-1911.
Chittenden F., G. Hall and P. Hutchinson, 1996, ‘Small Firm Growth, Access to Capital Markets and Financial Structure: Review of Issues and an Empirical Investigation’, Small Business Economics 8(1), 59-67.
Clerides, S.K., S. Lach and J. R. Tybout, 1998, ‘Is Learning-By-exporting Important? Micro-dynamic Evidence from Colombia, Mexico and Morocco’, Quarterly Journal of Economics 113(3), 903-947.
Delgado, M. A. and J. C. Farinas, 1999, ‘Firm's Productivity and Export Markets: A Nonparametric Approach’, mimeo.
de Meza, D. and C. Southey, 1996, ‘The Borrowers' Curse: Optimism, Finance and Entrepreneurship’, Economic Journal 106(435), 375-386.
Devereaux, M. and F. Schiantarelli, 1989, ‘Investment, Financial Factors, and Cash Flow: Evidence from U.K. Panel Data’, NBER Working Paper 3116.
Dunne, T., M. J. Roberts and L. Samuelson, 1988, ‘Patterns of Firm Entry and Exit in U.S. Manufacturing Industries’, Rand Journal of Economics 19(4), 495-515.
Dunne, P. and A. Hughes, 1994, ‘Age, Size, Growth and Survival: U.K. Companies in the 1980s’, Journal of Industrial Economics 42(2), 115-140.
Evans, D.S., 1987, ‘Tests of Alternative Theories of Firm Growth’, Journal of Political Economy 95(4), 657-674.
Fazzari S. M., G. R. Hubbard and B. C. Petersen, 1988, ‘Financing Constraints and Corporate Investment’, Brooking Papers on Economic Activity 0(1), 141-195.
Gale, W. G., 1991, ‘Economic Effects of Federal Credit Programs’, American Economic Review 81(1), 133-152.
Geroski, P. A., 1995, ‘What Do We Know About Entry?’, International Journal of Industrial Organization 13(4), 421-440.
Gertler M. and M. Gilchrist, 1994, ‘Monetary Policy, Business Cycles, and the Behaviour of Small Manufacturing Firms’, Quarterly Journal of Economics 109(2), 309-340.
Gibrat, 1931, Les Inegalites Economique, Paris: Librairie Du Recueil Sirey.
Gilchrist, S. and C. P. Himmelberg, 1995, ‘Evidence on the Role of Cash Flow for Investment’, Journal of Monetary Economics 36(3), 541-572.
Hall, 1987, ‘The Relationship Between Firm Size and Firm Grow in the Us Manufacturing Sectors’, Journal of Industrial Economics 3(4), 583-606.
Hart and Prais, 1956, ‘The Analysis of Business Concentration: A Statistical Approach’, Journal of The Royal Statistical Society 119(series A), 150-191.
Harhoff, D., K. Stahl and M. Woywode, 1998, ‘Legal Form, Growth and Exit of West German Firms–Empirical Results for Manufacturing, Construction, Trade and Service Industries’, Journal of Industrial Economics 46(4), 453-488.
Hubbard, R. G., 1998, ‘Capital Market Imperfections and Investing’, Journal of Economic Literature 36(1), 193-225.
Huber, P. J., 1967, ‘The Behavior of Maximum Likelihood Estimates Under Non Standard Conditions’, in Proceedings of the Fifth Berkeley Symposium in Mathematical Statistics and Probability, Berkeley, CA: University of California Press, pp. 221-233.
Jovanovic, B., 1982, ‘Selection and Evolution of Industry’, Econometrica 50(3), 649-670.
Kaplan, S. N. and L. Zingales, 2000, ‘Investment-Cash Flow Sensitivities are Not Valid Measures of Financial Constraints’, Quarterly Journal of Economics 115(2), 707-712.
Kashyap A. K., O. A. Lamont and J. C. Stein, 1994, ‘Credit Conditions and the Cyclical Behaviour of Inventories’, Quarterly Journal of Economics 109(3), 565-592.
Kumar, M. S., 1985, ‘Growth, Acquisition Activity and Firm Size: Evidence from the United Kingdom’, Journal of Industrial Economics 33(3), 327-338.
La Porta, R., F. Lopez de Silanes and A. Shleifer, 1999, ‘Corporate Ownership around the World’, Journal of Finance 54(2), 471-517.
Lotti, F., E. Santarelli and M. Vivarelli, M., 1999, ‘Does Gibrat's Law Hold In The Case Of Young, Small Firm?’, mimeo.
Mansfield, R., 1962, ‘Entry, Gibrat's Law, Innovation, and the Growth of Firms’, American Economic Review 52(5), 1023-1051.
Mata, J., 1994, ‘Firm Growth During Infancy’, Small Business Economics 6(1), 27-40.
Mata, J., P. Portugal and P. Guimaraes, 1995, ‘The Survival of New Plants: Start-Up Conditions and Post-Entry Evolution’, International Journal of Industrial Organization 13(4), 459-481.
McConnel, J. J. and H. Servaes, 1990, ‘Additional Evidence on Equity Ownership and Corporate Value’, Journal of Financial Economics 27(2), 595-612.
Nickell, S., 1996, ‘Competition and Corporate Performance’, Journal of Political Economy 104(4), 724-746.
Nickell, S., D. Nicolitsas and N. Dryden, 1997, ‘What Makes Firms Perform Well?’, European Economic Review 41(3–5), 783-796.
OECD, 1998, Financial Market Trends, n. 71.
Saint-Paul, G., 1992, ‘Technological Choice, Financial Markets and Economic Development’, European Economic Review 36, 763-781.
Schiantarelli, F., 1996, ‘Financial Constraints and Investment: Methodological Issues and International Evidence’, Oxford Review of Economic Policy 12(2), 70-89.
Schiantarelli, F. and D. Georgoutsos, 1990, ‘Monopolistic Competition and the Q Theory of Investment’, European Economic Review 34, 1061-1078.
Short E., 1994, ‘Ownership, Control, Financial Structure and the Performance of Firms’, Journal of Economic Surveys 8(3), 203-249.
Schwarts, G. and B. Clements, 1999, ‘Government Subsidies’, Journal of Economic Surveys 13(2), 119-147.
Sutton, J., 1997, ‘Gibrat's Legacy’, Journal of Economic Literature 35(1), 40-59.
Tschoegl, A. E., 1983, ‘Size, Growth, and Transnationality Among the World's Largest Banks’, Journal of Business 56(2), 187-201.
Wagner, J., 1992, ‘Firm Size, Firm Growth, and Persistence of Chance: Testing Gibrat's Law with Establishment Data from Lower Saxony, 1978–1989’, Small Business Economics 4(2), 125-131.
Westhead, P. and D. J. Storey, 1997, ‘Financial Constraints on the Growth of High Technology Small Firms in the United Kingdom’, Applied Financial Economics 7(2), 197-201.
White, H., 1982, ‘Maximum Likelihood Estimation of Misspecified Models’, Econometrica 50(1), 1-25.
Zhang, G., 1998, ‘Ownership Concentration, Risk Aversion and the Effect of Financial Structure on Investment Decisions’, European Economic Review 42(9), 1751-1778.
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Becchetti, L., Trovato, G. The Determinants of Growth for Small and Medium Sized Firms. The Role of the Availability of External Finance. Small Business Economics 19, 291–306 (2002). https://doi.org/10.1023/A:1019678429111
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DOI: https://doi.org/10.1023/A:1019678429111