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Do Liquidity Constraints Matter in Explaining Firm Size and Growth? Some Evidence from the Italian Manufacturing Industry Author info | Abstract | Publisher info | Download info | Related research | Statistics Giorgio Fagiolo
Alessandra Luzzi
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The paper investigates whether liquidity constraints affect firm size and growth dynamics using a large longitudinal sample of Italian manufacturing firms. We run standard panel-data Gibrat regressions, suitably expanded to take into account liquidity constraints (proxied by cash flow). Moreover, we characterize the statistical properties of firms size, growth, age, and cash flow distributions. Pooled data show that: (i) liquidity constraints engender a negative, statistically significant, effect on growth once one controls for size; (ii) smaller and younger firms grow more (and experience more volatile growth patterns) after controlling for liquidity constraints; (iii) the stronger liquidity constraints, the more size negatively affects firm growth. We find that pooled size distributions depart from log-normality and growth rates are well approximated by fat-tailed, tent-shaped (Laplace) densities. We also study the evolution of growth-size distributions over time. Our exercises suggest that the strong negative impact of liquidity constraints on firm growth which was present in the pooled sample becomes ambiguous when one disaggregates across years. Finally, firms who were young and strongly liquidity-constrained at the beginning of the sample period grew persistently more than those who were old and weakly liquidity-constrained.
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Paper provided by Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy in its series LEM Papers Series with number
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Date of creation: 15 Apr 2004Date of revision:
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Keywords: Firm Size ; Liquidity Constraints ; Firm Growth ; Investment ; Gibrat Law ; Other versions of this item:
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References listed on IDEAS Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile , click on "citations" and make appropriate adjustments.: Simon Gilchrist & Charles P. Himmelberg, 1995.
"Evidence on the Role of Cash Flow for Investment ,"
Working Papers
95-01, New York University, Leonard N. Stern School of Business, Department of Economics.
Other versions:
Gilchrist, S. & Himmelberg, C.P., 1995.
"Evidence on the Role of Cash Flow for Investment ,"
Papers
95-29, Columbia - Graduate School of Business.
Simon Gilchrist & Charles P. Himmelberg, 1993.
"Evidence on the role of cash flow for investment ,"
Finance and Economics Discussion Series
93-7, Board of Governors of the Federal Reserve System (U.S.).
Gilchrist, Simon & Himmelberg, Charles P., 1995.
"Evidence on the role of cash flow for investment ,"
Journal of Monetary Economics ,
Elsevier, vol. 36(3), pages 541-572, December.
[Downloadable!] (restricted) Francesca Lotti & Enrico Santarelli & Marco Vivarelli, 2003.
"Does Gibrat's Law hold among young, small firms? ,"
Journal of Evolutionary Economics ,
Springer, vol. 13(3), pages 213-235, August.
[Downloadable!] (restricted)
Luís M B Cabral & José Mata, 2003.
"On the Evolution of the Firm Size Distribution: Facts and Theory ,"
American Economic Review ,
American Economic Association, vol. 93(4), pages 1075-1090, September.
[Downloadable!]
Other versions: R. Glenn Hubbard, 1998.
"Capital-Market Imperfections and Investment ,"
Journal of Economic Literature ,
American Economic Association, vol. 36(1), pages 193-225, March.
[Downloadable!] (restricted)
Other versions: Bronwyn H. Hall., 1992.
"Investment and Research and Development at the Firm Level: Does the Source of Financing Matter? ,"
Economics Working Papers
92-194, University of California at Berkeley.
Other versions: Robert E. Carpenter & Bruce C. Petersen, 2002.
"Is The Growth Of Small Firms Constrained By Internal Finance? ,"
The Review of Economics and Statistics ,
MIT Press, vol. 84(2), pages 298-309, May.
[Downloadable!] (restricted)
Klette, Tor Jakob & Griliches, Zvi, 2000.
"Empirical Patterns of Firm Growth and R&D Investment: A Quality Ladder Model Interpretation ,"
Economic Journal ,
Royal Economic Society, vol. 110(463), pages 363-87, April.
[Downloadable!] (restricted)
Other versions:
Tor Jakob Klette & Zvi Griliches, 1997.
"Empirical Patterns of Firm Growth and R&D Investment: A Quality Ladder Model Interpretation ,"
NBER Working Papers
5945, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted) Zvi Griliches & Tor Jakob Klette, 1999.
"Empirical patterns of firm growth and R&D investment: a quality ladder model interpretation ,"
IFS Working Papers
W99/25, Institute for Fiscal Studies.
[Downloadable!] Klette, T.J. & Griliches, Z., 1998.
"Empirical Patterns of Firm Growth and R&D Investment: a Quality Ladder Model Interpretation ,"
Memorandum
23/1998, Oslo University, Department of Economics.
Tor Jakob Klette & Zvi Griliches, 1998.
"Empirical Patterns of Firm Growth and R&D Investment: A QuUality LadderModel Interpretation ,"
NBER Working Papers
6753, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted) Tor Jakob Klette, Zvi Griliches, 1997.
"Empirical Patterns of Firm Growth and R&D Investment: A Quality Ladder Model Interpretation ,"
Discussion Papers
188, Research Department of Statistics Norway.
Tor Jakob Klette & Zvi Griliches, 1997.
"Empirical Patters of Firm Growth and R&D Investment: A Quality Ladder Model Interpretation ,"
Harvard Institute of Economic Research Working Papers
1795, Harvard - Institute of Economic Research.
Fazzari, Steven M & Hubbard, R Glenn & Petersen, Bruce C, 1988.
"Investment, Financing Decisions, and Tax Policy ,"
American Economic Review ,
American Economic Association, vol. 78(2), pages 200-205, May.
[Downloadable!] (restricted)
Rui Albuquerque & Hugo A. Hopenhayn, 2004.
"Optimal Lending Contracts and Firm Dynamics ,"
Review of Economic Studies ,
Blackwell Publishing, vol. 71(2), pages 285-315, 04.
[Downloadable!] (restricted)
Other versions: Audretsch, David B. & Elston, Julie Ann, 2002.
"Does firm size matter? Evidence on the impact of liquidity constraints on firm investment behavior in Germany ,"
International Journal of Industrial Organization ,
Elsevier, vol. 20(1), pages 1-17, January.
[Downloadable!] (restricted)
Other versions:
Audretsch, David B & Elston, Julie Ann, 1994.
"Does Firm Size Matter? Evidence on the Impacts of Liquidity Constraints on Firm Investment Behaviour in Germany ,"
CEPR Discussion Papers
1072, C.E.P.R. Discussion Papers.
[Downloadable!] (restricted) Audretsch, David B. & Elston, Julie Ann, 2000.
"Does Firm Size Matter? Evidence on the Impact of Liquidity Constraints of Firm Investment Behavior in Germany ,"
Discussion Paper Series
26306, Hamburg Institute of International Economics.
[Downloadable!] Steven Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988.
"Financing Constraints and Corporate Investment ,"
NBER Working Papers
2387, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted)
Other versions: Bond, Stephen & Meghir, Costas, 1994.
"Dynamic Investment Models and the Firm's Financial Policy ,"
Review of Economic Studies ,
Blackwell Publishing, vol. 61(2), pages 197-222, April.
[Downloadable!] (restricted)
Other versions: Kaplan, Steven N & Zingales, Luigi, 1997.
"Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints ,"
The Quarterly Journal of Economics ,
MIT Press, vol. 112(1), pages 169-215, February.
Holtz-Eakin, Douglas & Joulfaian, David & Rosen, Harvey S, 1994.
"Sticking It Out: Entrepreneurial Survival and Liquidity Constraints ,"
Journal of Political Economy ,
University of Chicago Press, vol. 102(1), pages 53-75, February.
[Downloadable!] (restricted)
Other versions: Galeotti, Marzio & Schiantarelli, Fabio & Jaramillo, Fidel, 1994.
"Investment Decisions and the Role of Debt, Liquid Assets and Cash Flow: Evidence from Panel Data ,"
Applied Financial Economics ,
Taylor and Francis Journals, vol. 4(2), pages 121-32, April.
[Downloadable!] (restricted)
Elston, Julie Ann, 2002.
"An Examination of the Relationship Between Firm Size, Growth and Liquidity in the Neuer Markt ,"
Discussion Paper Series 1: Economic Studies
2002,15, Deutsche Bundesbank, Research Centre.
[Downloadable!]
Stephen Bond & Julie Ann Elston & Jacques Mairesse & Benoît Mulkay, 2003.
"Financial Factors and Investment in Belgium, France, Germany, and the United Kingdom: A Comparison Using Company Panel Data ,"
The Review of Economics and Statistics ,
MIT Press, vol. 85(1), pages 153-165, 09.
[Downloadable!] (restricted)
Jacques Mairesse & Bronwyn H. Hall & Benoit Mulkay, 1999.
"Firm-Level Investment in France and the United States: An Exploration of What We Have Learned in Twenty Years ,"
NBER Working Papers
7437, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted)
Other versions:
Hall, B. & Mairesse, J. & Mulkay, B., 1998.
"Firm-Level Investment in France and the United States: An Exploration of What We Have Learned in Twenty Years ,"
Economics Papers
143, Economics Group, Nuffield College, University of Oxford.
Bronwyn H. Hall & Jacques Mairesse & Benoit Mulkay, 1998.
"Firm-level investment in France an the United States: an exploration of what we have learned in twenty years ,"
IFS Working Papers
W98/10, Institute for Fiscal Studies.
Bronwyn H. Hall, Jacques Mairesse and Benoit Mulkay., 1998.
"Firm Level Investment in France and the United States: An Exploration of What We Have Learned in Twenty Years ,"
Economics Working Papers
98-261, University of California at Berkeley.
[Downloadable!] Bronwyn H. Hall & Jacques Mairesse & Benoit Mulkay & Jacques Mairesse, 1999.
"Firm Level Investment in France and the United States: An Exploration of What We Have Learned in Twenty Years ,"
Econometrics
9902001, EconWPA.
[Downloadable!] Bronwyn H. Hall & Jacques Mairesse & Benoît Mulkay, 1999.
"Firm-Level Investment in France and the United States: An Exploration of What We Have Learned in Twenty Years ,"
Annales d'Economie et de Statistique ,
ADRES, issue 55-56, pages 03, Juillet-D.
[Downloadable!] L. A. N. Amaral & S. V. Buldyrev & S. Havlin & H. Leschhorn & P. Maass & M. A. Salinger & H. E. Stanley & M. H. R. Stanley, 1997.
"Scaling behavior in economics: I. Empirical results for company growth ,"
Quantitative Finance Papers
cond-mat/9702082, arXiv.org.
[Downloadable!]
Giulio Bottazzi & Giovanni Dosi & Marco Lippi & Fabio Pammolli & Massimo Riccaboni, 2001.
"Innovation and Corporate Growth in the Evolution of the Drug Industry ,"
LEM Papers Series
2001/02, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
[Downloadable!]
Other versions:
Bottazzi, Giulio & Dosi, Giovanni & Lippi, Marco & Pammolli, Fabio & Riccaboni, Massimo, 2001.
"Innovation and corporate growth in the evolution of the drug industry ,"
International Journal of Industrial Organization ,
Elsevier, vol. 19(7), pages 1161-1187, July.
[Downloadable!] (restricted) Bronwyn Hall, 2002.
"The Financing of Research and Development ,"
Department of Economics, Working Paper Series
1004, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
[Downloadable!]
Other versions:
Bronwyn H. Hall, 2002.
"The Financing of Research and Development ,"
NBER Working Papers
8773, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted) Bronwyn H. Hall, 2003.
"The Financing of Research and Development ,"
Finance
0303003, EconWPA.
[Downloadable!] Bronwyn H. Hall, 2002.
"The Financing of Research and Development ,"
Oxford Review of Economic Policy ,
Oxford University Press, vol. 18(1), pages 35-51, Spring.
Becchetti, Leonardo & Trovato, Giovanni, 2002.
" The Determinants of Growth for Small and Medium Sized Firms: The Role of the Availability of External Finance ,"
Small Business Economics ,
Springer, vol. 19(4), pages 291-306, December.
[Downloadable!] (restricted)
Other versions: Lang, Larry & Ofek, Eli & Stulz, Rene M., 1996.
"Leverage, investment, and firm growth ,"
Journal of Financial Economics ,
Elsevier, vol. 40(1), pages 3-29, January.
[Downloadable!] (restricted)
Other versions: Evans, David S, 1987.
"Tests of Alternative Theories of Firm Growth ,"
Journal of Political Economy ,
University of Chicago Press, vol. 95(4), pages 657-74, August.
[Downloadable!] (restricted)
Other versions: Giulio Bottazzi & Elena Cefis & Giovanni Dosi, 2002.
"Corporate growth and industrial structures: some evidence from the Italian manufacturing industry ,"
Industrial and Corporate Change ,
Oxford University Press, vol. 11(4), pages 705-723, August.
Other versions: Sean Cleary, 1999.
"The Relationship between Firm Investment and Financial Status ,"
Journal of Finance ,
American Finance Association, vol. 54(2), pages 673-692, 04.
[Downloadable!] (restricted)
Geroski, Paul A, 1999.
"The Growth of Firms in Theory and in Practice ,"
CEPR Discussion Papers
2092, C.E.P.R. Discussion Papers.
[Downloadable!] (restricted)
Hall, Bronwyn H, 1987.
"The Relationship between Firm Size and Firm Growth in the U.S. Manufacturing Sector ,"
Journal of Industrial Economics ,
Blackwell Publishing, vol. 35(4), pages 583-606, June.
[Downloadable!] (restricted)
Other versions: Fazzari, Steven M & Athey, Michael J, 1987.
"Asymmetric Information, Financing Constraints, and Investment ,"
The Review of Economics and Statistics ,
MIT Press, vol. 69(3), pages 481-87, August.
[Downloadable!] (restricted)
Harhoff, Dietmar & Stahl, Konrad & Woywode, Michael, 1998.
"Legal Form, Growth and Exit of West German Firms--Empirical Results for Manufacturing, Construction, Trade and Service Industries ,"
Journal of Industrial Economics ,
Blackwell Publishing, vol. 46(4), pages 453-88, December.
[Downloadable!] (restricted)
Other versions: Cabral, Luis, 1995.
"Sunk Costs, Firm Size and Firm Growth ,"
Journal of Industrial Economics ,
Blackwell Publishing, vol. 43(2), pages 161-72, June.
[Downloadable!] (restricted)
Goyal, Vidhan K. & Lehn, Kenneth & Racic, Stanko, 2002.
"Growth opportunities and corporate debt policy: the case of the U.S. defense industry ,"
Journal of Financial Economics ,
Elsevier, vol. 64(1), pages 35-59, April.
[Downloadable!] (restricted)
Bottazzi, Giulio & Secchi, Angelo, 2003.
"Why are distributions of firm growth rates tent-shaped? ,"
Economics Letters ,
Elsevier, vol. 80(3), pages 415-420, September.
[Downloadable!] (restricted)
Xiaoqiang Hu & Fabio Schiantarelli, 1998.
"Investment And Capital Market Imperfections: A Switching Regression Approach Using U.S. Firm Panel Data ,"
The Review of Economics and Statistics ,
MIT Press, vol. 80(3), pages 466-479, August.
[Downloadable!] (restricted)
Hoshi, Takeo & Kashyap, Anil & Scharfstein, David, 1991.
"Corporate Structure, Liquidity, and Investment: Evidence from Japanese Industrial Groups ,"
The Quarterly Journal of Economics ,
MIT Press, vol. 106(1), pages 33-60, February.
[Downloadable!] (restricted)
Other versions: Michael Devereux & Fabio Schiantarelli, 1989.
"Investment, Finacial Factors and Cash Flow: Evidence From UK Panel Data ,"
NBER Working Papers
3116, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted)
Other versions:
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[Downloadable!]
Mercedes Teruel-Carrizosa & Agustí Segarra-Blasco, 2008.
"Immigration and Firm Growth: Evidence from Spanish cities ,"
Working Papers
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[Downloadable!]
Chiara Coluzzi & Annalisa Ferrando & Carmen Martínez-Carrascal, 2009.
"Financing obstacles and growth: An analysis for euro area non-financial corporations ,"
Banco de España Working Papers
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[Downloadable!]
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"Organizational capabilities and industry dynamics: a computational model ,"
DISA Working Papers
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[Downloadable!]
Other versions: Zélia Serrasqueiro & Paulo Maçãs Nunes, 2008.
"Performance and size: empirical evidence from Portuguese SMEs ,"
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Springer, vol. 31(2), pages 195-217, August.
[Downloadable!] (restricted)
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"Financing obstacles and growth - an analysis for euro area non-financial corporations ,"
Working Paper Series
997, European Central Bank.
[Downloadable!]
Blandina Oliveira & Adelino Fortunato, 2006.
"Firm Growth and Liquidity Constraints: A Dynamic Analysis ,"
Small Business Economics ,
Springer, vol. 27(2), pages 139-156, October.
[Downloadable!] (restricted)
Other versions: Giulio Bottazzi & Marco Grazzi & Angelo Secchi & Federico Tamagni, 2007.
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[Downloadable!]
Alex Coad, 2008.
"Firm growth and scaling of growth rate variance in multiplant firms ,"
Economics Bulletin ,
Economics Bulletin, vol. 12(9), pages 1-15.
[Downloadable!]
Other versions: Luís Cabral, 2007.
"Small firms in Portugal: a selective survey of stylized facts, economic analysis, and policy implications ,"
Portuguese Economic Journal ,
Springer, vol. 6(1), pages 65-88, April.
[Downloadable!] (restricted)
Alex Coad, 2007.
"Neoclassical vs evolutionary theories of financial constraints : critique and prospectus ,"
Documents de travail du Centre d'Economie de la Sorbonne
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[Downloadable!]
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"Entrepreneurship and the Process of Firms’ Entry, Survival and Growth ,"
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2475, Institute for the Study of Labor (IZA).
[Downloadable!]
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