(This abstract was borrowed from another version of this item.)"> (This abstract was borrowed from another version of this item.)">
[go: up one dir, main page]
IDEAS home Printed from https://ideas.repec.org/a/bla/ecnote/v45y2016i3p303-325.html
   My bibliography  Save this article

Financial Structure and Corporate Growth: Evidence from Italian Panel Data

Author

Listed:
  • Massimo Molinari
  • Silvia Giannangeli
  • Giorgio Fagiolo
Abstract
We study the relationships between firm financial structure and growth for a large sample of Italian firms (1998-2003). We expand upon existing analyses testing whether liquidity constraints affect firm performance by considering among growth determinants also firm debt structure. Panel regression analyses show that more liquid firms tend to grow more. However, firms do not use their capital to expand, but rather to increase debt. We also find that firm growth is highly fragile as it is positively correlated with non-financial liabilities and it is not sustained by a long-term debt maturity. Finally, quantile regressions suggest that fast-growing firms are characterized by higher growth/cash-flow sensitivities and heavily rely on external debt, but seem to be less bank-backed than the rest of the sample. Overall, our findings suggest that the link between firms' investment and expansion decisions is far more complicated than postulated by standard tests of investment/cash-flow sensitivities.
(This abstract was borrowed from another version of this item.)

Suggested Citation

  • Massimo Molinari & Silvia Giannangeli & Giorgio Fagiolo, 2016. "Financial Structure and Corporate Growth: Evidence from Italian Panel Data," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 45(3), pages 303-325, November.
    • Handle: RePEc:bla:ecnote:v:45:y:2016:i:3:p:303-325
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1111/ecno.12059
    Download Restriction: Access to full text is restricted to subscribers.
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Demirguc-Kunt, Asli & Maksimovic, Vojislav, 2001. "Firms as financial intermediaries - evidence from trade credit data," Policy Research Working Paper Series 2696, The World Bank.
    2. Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1998. "Law and Finance," Journal of Political Economy, University of Chicago Press, vol. 106(6), pages 1113-1155, December.
    3. Patrick Musso & Stefano Schiavo, 2008. "The impact of financial constraints on firm survival and growth," Journal of Evolutionary Economics, Springer, vol. 18(2), pages 135-149, April.
    4. Rajan, Raghuram G & Zingales, Luigi, 1995. "What Do We Know about Capital Structure? Some Evidence from International Data," Journal of Finance, American Finance Association, vol. 50(5), pages 1421-1460, December.
    5. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    6. Giorgio Fagiolo & Alessandra Luzzi, 2006. "Do liquidity constraints matter in explaining firm size and growth? Some evidence from the Italian manufacturing industry," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 15(1), pages 1-39, February.
    7. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    8. William Gould, 1993. "Quantile regression with bootstrapped standard errors," Stata Technical Bulletin, StataCorp LP, vol. 2(9).
    9. Steven N. Kaplan & Luigi Zingales, 2000. "Investment-Cash Flow Sensitivities Are Not Valid Measures of Financing Constraints," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 707-712.
    10. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    11. Gropp, Reint & Boissay, Frédéric, 2007. "Trade credit defaults and liquidity provision by firms," Working Paper Series 753, European Central Bank.
    12. 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.
    13. Molinari, Massimo, 2013. "Joint analysis of the non-linear debt–growth nexus and cash-flow sensitivity: New evidence from Italy," Structural Change and Economic Dynamics, Elsevier, vol. 24(C), pages 34-44.
    14. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    15. 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.
    16. Whited, Toni M, 1992. "Debt, Liquidity Constraints, and Corporate Investment: Evidence from Panel Data," Journal of Finance, American Finance Association, vol. 47(4), pages 1425-1460, September.
    17. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    18. Philippe Aghion & Stephen Bond & Alexander Klemm & Ioana Marinescu, 2004. "Technology and Financial Structure: Are Innovative Firms Different?," Journal of the European Economic Association, MIT Press, vol. 2(2-3), pages 277-288, 04/05.
    19. repec:bla:jfinan:v:43:y:1988:i:5:p:1127-41 is not listed on IDEAS
    20. repec:bla:obuest:v:64:y:2002:i:3:p:217-35 is not listed on IDEAS
    21. Benfratello, Luigi & Schiantarelli, Fabio & Sembenelli, Alessandro, 2008. "Banks and innovation: Microeconometric evidence on Italian firms," Journal of Financial Economics, Elsevier, vol. 90(2), pages 197-217, November.
    22. Alex Coad, 2010. "Exploring the processes of firm growth: evidence from a vector auto-regression," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(6), pages 1677-1703, December.
    23. Petersen, Mitchell A & Rajan, Raghuram G, 1997. "Trade Credit: Theories and Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 10(3), pages 661-691.
    24. Acharya, Viral V. & Almeida, Heitor & Campello, Murillo, 2007. "Is cash negative debt? A hedging perspective on corporate financial policies," Journal of Financial Intermediation, Elsevier, vol. 16(4), pages 515-554, October.
    25. Barclay, Michael J. & Marx, Leslie M. & Smith, Clifford Jr., 2003. "The joint determination of leverage and maturity," Journal of Corporate Finance, Elsevier, vol. 9(2), pages 149-167, March.
    26. Blandina Oliveira & Adelino Fortunato, 2006. "Firm Growth and Liquidity Constraints: A Dynamic Analysis," Small Business Economics, Springer, vol. 27(2), pages 139-156, October.
    27. Emery, Gary W., 1984. "A Pure Financial Explanation for Trade Credit," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 19(3), pages 271-285, September.
    28. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    29. Schiantarelli, Fabio & Sembenelli, Alessandro, 1997. "The maturity structure of debt : determinants and effects on firms'performance - evidence from the United Kingdom and Italy," Policy Research Working Paper Series 1699, The World Bank.
    30. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    31. Philip Vermeulen, 2002. "Business fixed investment: evidence of a financial accelerator in Europe," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 64(3), pages 213-231, July.
    32. George A. Akerlof, 1970. "The Market for "Lemons": Quality Uncertainty and the Market Mechanism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(3), pages 488-500.
    33. Moshe Buchinsky, 1998. "Recent Advances in Quantile Regression Models: A Practical Guideline for Empirical Research," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 88-126.
    34. Michael Faulkender & Mitchell A. Petersen, 2006. "Does the Source of Capital Affect Capital Structure?," The Review of Financial Studies, Society for Financial Studies, vol. 19(1), pages 45-79.
    35. J. Stephen Ferris, 1981. "A Transactions Theory of Trade Credit Use," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 96(2), pages 243-270.
    36. Goddard, John & Wilson, John & Blandon, Peter, 2002. "Panel tests of Gibrat's Law for Japanese manufacturing," International Journal of Industrial Organization, Elsevier, vol. 20(3), pages 415-433, March.
    37. Ferrando, Annalisa & Pál, Rozália, 2006. "Financing constraints and firms' cash policy in the euro area," Working Paper Series 642, European Central Bank.
    38. repec:bla:jfinan:v:53:y:1998:i:6:p:2107-2137 is not listed on IDEAS
    39. repec:bla:jfinan:v:59:y:2004:i:4:p:1777-1804 is not listed on IDEAS
    40. Radislav Semenov, 2006. "Financial systems, financing constraints and investment: empirical analysis of OECD countries," Applied Economics, Taylor & Francis Journals, vol. 38(17), pages 1963-1974.
    41. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
    42. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    43. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Alaa Adden A. Abuhommous, 2017. "Net Working Capital and Firm Growth," International Review of Management and Marketing, Econjournals, vol. 7(4), pages 131-137.
    2. Marta Postu?a & Wojciech Chmielewski, 2019. "The Impact of Intangible Assets and R&D Expenditure on the Market Capitalization and EBITDA of Selected ICT Sector Enterprises in the European Union," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 11(8), pages 117-117, August.
    3. Ivan Miroshnychenko & Stefano Bozzi & Roberto Barontini, 2019. "Firm Growth and Legal Environment," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 48(1), February.
    4. Sorin Gabriel ANTON, 2016. "The Impact Of Leverage On Firm Growth. Empirical Evidence From Romanian Listed Firms," Review of Economic and Business Studies, Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, issue 18, pages 147-158, December.
    5. Antonio Accetturo & Giulia Canzian & Michele Cascarano & Maria Lucia Stefani, 2019. "Debt maturity and firm performance: evidence from a quasi-natural experiment," Temi di discussione (Economic working papers) 1250, Bank of Italy, Economic Research and International Relations Area.
    6. Cattaruzzo, Sebastiano & Teruel, Mercedes, 2022. "On the heterogeneity of the long-term leverage-growth relationship: A cross-country analysis of manufacturing firms," Structural Change and Economic Dynamics, Elsevier, vol. 62(C), pages 552-565.
    7. Patrycja Grinberger & Natalia Nehrebecka, 2015. "Determinants of firm’s growth: empirical study of Polish listed companies," Ekonomia journal, Faculty of Economic Sciences, University of Warsaw, vol. 43.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Segarra Blasco, Agustí, 1958- & Teruel, Mercedes, 2010. "Are small firms more sensitive to financial variables?," Working Papers 2072/151623, Universitat Rovira i Virgili, Department of Economics.
    2. Coad, Alex, 2010. "Neoclassical vs evolutionary theories of financial constraints: Critique and prospectus," Structural Change and Economic Dynamics, Elsevier, vol. 21(3), pages 206-218, August.
    3. Martinsson, Gustav, 2009. "Finance and R&D Investments - is there a debt overhang effect on R&D investments?," Working Paper Series in Economics and Institutions of Innovation 174, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    4. Carlos Carreira & Filipe Silva, 2010. "No Deep Pockets: Some Stylized Empirical Results On Firms’ Financial Constraints," Journal of Economic Surveys, Wiley Blackwell, vol. 24(4), pages 731-753, September.
    5. Malcolm Athaide & H. K. Pradhan, 2020. "A model of credit constraint for MSMEs in India," Small Business Economics, Springer, vol. 55(4), pages 1159-1177, December.
    6. Ferrando, Annalisa & Martinez-Carrascal, Carmen & Coluzzi, Chiara, 2009. "Financing obstacles and growth: an analysis for euro area non-financial corporations," Working Paper Series 997, European Central Bank.
    7. Malcolm Athaide & H. K. Pradhan, 0. "A model of credit constraint for MSMEs in India," Small Business Economics, Springer, vol. 0, pages 1-19.
    8. Paulo, Alves, 2018. "Abnormal retained earnings around the world," Journal of Multinational Financial Management, Elsevier, vol. 46(C), pages 63-74.
    9. Stein, Jeremy C., 2003. "Agency, information and corporate investment," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, edition 1, volume 1, chapter 2, pages 111-165, Elsevier.
    10. Rizov, Marian, 2008. "Corporate capital structure and how soft budget constraints may affect it," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 22(4), pages 648-684.
    11. Valentina Peruzzi, 2017. "Does family ownership structure affect investment-cash flow sensitivity? Evidence from Italian SMEs," Applied Economics, Taylor & Francis Journals, vol. 49(43), pages 4378-4393, September.
    12. Filipe Silva & Carlos Carreira, 2012. "Measuring Firms’ Financial Constraints: A Rough Guide," Notas Económicas, Faculty of Economics, University of Coimbra, issue 36, pages 23-46, December.
    13. Naeem, Kashif & Li, Matthew C., 2019. "Corporate investment efficiency: The role of financial development in firms with financing constraints and agency issues in OECD non-financial firms," International Review of Financial Analysis, Elsevier, vol. 62(C), pages 53-68.
    14. Khémiri, Wafa & Noubbigh, Hédi, 2021. "Joint analysis of the non-linear debt-growth nexus and capital account liberalization: New evidence from sub-Saharan region," The Quarterly Review of Economics and Finance, Elsevier, vol. 80(C), pages 614-626.
    15. Fattouh, Bassam & Scaramozzino, Pasquale & Harris, Laurence, 2005. "Capital structure in South Korea: a quantile regression approach," Journal of Development Economics, Elsevier, vol. 76(1), pages 231-250, February.
    16. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.
    17. Manish Gupta, 2011. "Dividends and Cost of Capital - An Empirical Study on REITs," ERES eres2011_56, European Real Estate Society (ERES).
    18. Schleicher, Thomas & Tahoun, Ahmed & Walker, Martin, 2010. "IFRS adoption in Europe and investment-cash flow sensitivity: Outsider versus insider economies," The International Journal of Accounting, Elsevier, vol. 45(2), pages 143-168, June.
    19. Degryse, Hans & de Jong, Abe, 2006. "Investment and internal finance: Asymmetric information or managerial discretion?," International Journal of Industrial Organization, Elsevier, vol. 24(1), pages 125-147, January.
    20. Strauss, Ilan & Yang, Jangho, 2021. "Slowing investment rates in developing economies: Evidence from a Bayesian hierarchical model," International Review of Financial Analysis, Elsevier, vol. 77(C).

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:ecnote:v:45:y:2016:i:3:p:303-325. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0391-5026 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.