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Firm Growth Dynamics and Financial Constraints: Evidence from Serbian Firms

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  • Milos Markovic

    (CES - Centre d'économie de la Sorbonne - UP1 - Université Paris 1 Panthéon-Sorbonne - CNRS - Centre National de la Recherche Scientifique)

  • Michael A. Stemmer

    (CES - Centre d'économie de la Sorbonne - UP1 - Université Paris 1 Panthéon-Sorbonne - CNRS - Centre National de la Recherche Scientifique)

Abstract

Using a unique dataset of unlisted Serbian firms during the period between 2005 and 2012, we analyze the impact of internal financial constraints on firm growth with respect to several firm-level characteristics. We also assess potential effects created by the 2008-2009 Global Financial Crisis. To do so, we rely on panel data models, which estimate via GMM cash flow sensitivities of firm growth, following the dynamic specification of Guariglia et al. (2011). Controlling for investment opportunities, our results show that Serbian firms face high financial constraints and exhibit generally a high reliance on retained earnings for firm growth. We do not find evidence for a crisis effect, potentially due to ex ante accumulated internal funds. Conventional firm characteristics such as age, size or overall performance largely determine the dependency on cash for firm growth. Moreover, foreign-owned companies seem to escape the financing gap by tapping other resources. A comparison with Belgian firms contrasts our results with an advanced country setting.

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  • Milos Markovic & Michael A. Stemmer, 2017. "Firm Growth Dynamics and Financial Constraints: Evidence from Serbian Firms," Post-Print halshs-01489222, HAL.
    • Handle: RePEc:hal:journl:halshs-01489222
    Note: View the original document on HAL open archive server: https://shs.hal.science/halshs-01489222
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    1. Guariglia, Alessandra & Liu, Xiaoxuan & Song, Lina, 2011. "Internal finance and growth: Microeconometric evidence on Chinese firms," Journal of Development Economics, Elsevier, vol. 96(1), pages 79-94, September.
    2. Jasna Dimitrijevic & Boris Najman, 2008. "Inside the Credit Boom: Competition, Segmentation and Information – Evidence from the Serbian Credit Market," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 50(2), pages 217-252, June.
    3. Emilio Colombo & Luca Stanca, 2006. "Investment decisions and the soft budget constraint," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 14(1), pages 171-198, March.
    4. 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.
    5. 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.
    6. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    7. Poncet, Sandra & Steingress, Walter & Vandenbussche, Hylke, 2010. "Financial constraints in China: Firm-level evidence," China Economic Review, Elsevier, vol. 21(3), pages 411-422, September.
    8. Evans, David S, 1987. "The Relationship between Firm Growth, Size, and Age: Estimates for 100 Manufacturing Industries," Journal of Industrial Economics, Wiley Blackwell, vol. 35(4), pages 567-581, June.
    9. Bernanke, Ben & Gertler, Mark & Gilchrist, Simon, 1996. "The Financial Accelerator and the Flight to Quality," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 1-15, February.
    10. Giannetti, Mariassunta & Ongena, Steven, 2012. "“Lending by example”: Direct and indirect effects of foreign banks in emerging markets," Journal of International Economics, Elsevier, vol. 86(1), pages 167-180.
    11. George Clarke & Robert Cull & Maria Soledad Martinez Peria & Susana M. S·nchez, 2003. "Foreign Bank Entry: Experience, Implications for Developing Economies, and Agenda for Further Research," The World Bank Research Observer, World Bank, vol. 18(1), pages 25-59.
    12. Magnus Henrekson & Dan Johansson, 2010. "Gazelles as job creators: a survey and interpretation of the evidence," Small Business Economics, Springer, vol. 35(2), pages 227-244, September.
    13. 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, February.
    14. Wagenvoort, Rien, 2003. "Are finance constraints hindering the growth of SMEs in Europe?," EIB Papers 7/2003, European Investment Bank, Economics Department.
    15. Nguyen, Tuan & Locke, Stuart & Reddy, Krishna, 2015. "Ownership concentration and corporate performance from a dynamic perspective: Does national governance quality matter?," International Review of Financial Analysis, Elsevier, vol. 41(C), pages 148-161.
    16. Jason G. Cummins & Kevin A. Hassett & Stephen D. Oliner, 2006. "Investment Behavior, Observable Expectations, and Internal Funds," American Economic Review, American Economic Association, vol. 96(3), pages 796-810, June.
    17. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, May.
    18. Schiantarelli, Fabio, 1996. "Financial Constraints and Investment: Methodological Issues and International Evidence," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 12(2), pages 70-89, Summer.
    19. Christopher F. Baum & Mustafa Caglayan & Oleksandr Talavera, 2010. "On the sensitivity of firms' investment to cash flow and uncertainty," Oxford Economic Papers, Oxford University Press, vol. 62(2), pages 286-306, April.
    20. Cull, Robert & Martínez Pería, María Soledad, 2013. "Bank ownership and lending patterns during the 2008–2009 financial crisis: Evidence from Latin America and Eastern Europe," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 4861-4878.
    21. Sean Cleary, 1999. "The Relationship between Firm Investment and Financial Status," Journal of Finance, American Finance Association, vol. 54(2), pages 673-692, April.
    22. Richard Blundell & Stephen Bond & Frank Windmeijer, 2000. "Estimation in dynamic panel data models: improving on the performance of the standard GMM estimator," IFS Working Papers W00/12, Institute for Fiscal Studies.
    23. Yuji Honjo & Nobuyuki Harada, 2006. "SME Policy, Financial Structure and Firm Growth: Evidence From Japan," Small Business Economics, Springer, vol. 27(4), pages 289-300, December.
    24. Ann E. Harrison & Margaret S. McMillan, 2022. "Does direct foreign investment affect domestic credit constraints?," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 7, pages 153-180, World Scientific Publishing Co. Pte. Ltd..
    25. Clarke, George R.G. & Cull, Robert & Kisunko, Gregory, 2012. "External finance and firm survival in the aftermath of the crisis: Evidence from Eastern Europe and Central Asia," Journal of Comparative Economics, Elsevier, vol. 40(3), pages 372-392.
    26. Luc Laeven & Fabián Valencia, 2013. "The Real Effects of Financial Sector Interventions during Crises," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(1), pages 147-177, February.
    27. Ben S. Bernanke & Mark Gertler, 1995. "Inside the Black Box: The Credit Channel of Monetary Policy Transmission," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 27-48, Fall.
    28. Todd A. Gormley & David A. Matsa, 2014. "Common Errors: How to (and Not to) Control for Unobserved Heterogeneity," The Review of Financial Studies, Society for Financial Studies, vol. 27(2), pages 617-661.
    29. Stephen R. Bond, 2002. "Dynamic panel data models: a guide to micro data methods and practice," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 141-162, August.
    30. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    31. 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.
    32. Blalock, Garrick & Gertler, Paul J. & Levine, David I., 2008. "Financial constraints on investment in an emerging market crisis," Journal of Monetary Economics, Elsevier, vol. 55(3), pages 568-591, April.
    33. Andrea F. Presbitero & Gregory F. Udell & Alberto Zazzaro, 2014. "The Home Bias and the Credit Crunch: A Regional Perspective," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(s1), pages 53-85, February.
    34. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 2000. "Investment-Cash Flow Sensitivities are Useful: A Comment on Kaplan and Zingales," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 695-705.
    35. 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.
    36. Claessens, Stijn & Demirguc-Kunt, Asl[iota] & Huizinga, Harry, 2001. "How does foreign entry affect domestic banking markets?," Journal of Banking & Finance, Elsevier, vol. 25(5), pages 891-911, May.
    37. R. Glenn Hubbard, 1998. "Capital-Market Imperfections and Investment," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 193-225, March.
    38. 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.
    39. Beck, Thorsten & Soledad Martinez Peria, Maria, 2008. "Foreign bank acquisitions and outreach : evidence from Mexico," Policy Research Working Paper Series 4467, The World Bank.
    40. Carpenter, Robert E. & Guariglia, Alessandra, 2008. "Cash flow, investment, and investment opportunities: New tests using UK panel data," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1894-1906, September.
    41. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    42. David Greenaway & Alessandra Guariglia & Zhihong Yu, 2014. "The more the better? Foreign ownership and corporate performance in China," The European Journal of Finance, Taylor & Francis Journals, vol. 20(7-9), pages 681-702, September.
    43. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    44. Becker Bo & Sivadasan Jagadeesh, 2010. "The Effect of Financial Development on the Investment-Cash Flow Relationship: Cross-Country Evidence from Europe," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 10(1), pages 1-49, May.
    45. Ashoka Mody & Maria Soledad Martinez Peria, 2004. "How foreign participation and market concentration impact bank spreads: evidence from Latin America," Proceedings, Federal Reserve Bank of Cleveland, pages 511-542.
    46. Ralph De Haas & Iman Van Lelyveld, 2014. "Multinational Banks and the Global Financial Crisis: Weathering the Perfect Storm?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(s1), pages 333-364, February.
    47. repec:lic:licosd:11202 is not listed on IDEAS
    48. Campello, Murillo & Graham, John R. & Harvey, Campbell R., 2010. "The real effects of financial constraints: Evidence from a financial crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 470-487, September.
    49. Russell W. Cooper & John C. Haltiwanger, 2006. "On the Nature of Capital Adjustment Costs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(3), pages 611-633.
    50. Ongena, Steven & Peydró, José-Luis & Horen, Neeltje van, 2015. "Shocks Abroad, Pain at Home? Bank-Firm Level Evidence on the International Transmission of Financial Shocks," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, pages 698-750.
    51. Lubomír Lízal & Jan Svejnar, 2002. "Investment, Credit Rationing, And The Soft Budget Constraint: Evidence From Czech Panel Data," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 353-370, May.
    52. Guariglia, Alessandra, 2008. "Internal financial constraints, external financial constraints, and investment choice: Evidence from a panel of UK firms," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1795-1809, September.
    53. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers CWP09/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    54. Duchin, Ran & Ozbas, Oguzhan & Sensoy, Berk A., 2010. "Costly external finance, corporate investment, and the subprime mortgage credit crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 418-435, September.
    55. Bert D'Espallier & Alessandra Guariglia, 2015. "Does the investment opportunities bias affect the investment-cash flow sensitivities of unlisted SMEs?," The European Journal of Finance, Taylor & Francis Journals, vol. 21(1), pages 1-25, January.
    56. 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.
    57. Özgür Arslan-Ayaydin & Chris Florackis & Aydin Ozkan, 2014. "Financial flexibility, corporate investment and performance: evidence from financial crises," Review of Quantitative Finance and Accounting, Springer, vol. 42(2), pages 211-250, February.
    58. Armen Hovakimian & Gayané Hovakimian, 2009. "Cash Flow Sensitivity of Investment," European Financial Management, European Financial Management Association, vol. 15(1), pages 47-65, January.
    59. Stijn Claessens, 2006. "Competitive Implications of Cross-Border Banking," World Scientific Book Chapters, in: Gerard Caprio Jr & Douglas D Evanoff & George G Kaufman (ed.), Cross-Border Banking Regulatory Challenges, chapter 11, pages 151-181, World Scientific Publishing Co. Pte. Ltd..
    60. Joan Farre-Mensa & Alexander Ljungqvist, 2016. "Do Measures of Financial Constraints Measure Financial Constraints?," The Review of Financial Studies, Society for Financial Studies, vol. 29(2), pages 271-308.
    61. 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.
    62. Claessens, Stijn & Van Horen, Neeltje, 2013. "Impact of Foreign Banks," Journal of Financial Perspectives, EY Global FS Institute, vol. 1(1), pages 29-42.
    63. Robert E. Carpenter & Steven M. Fazzari & Bruce C. Petersen, 1994. "Inventory (Dis)Investment, Internal Finance Fluctuations, and the Business Cycle," Macroeconomics 9401001, University Library of Munich, Germany.
    64. Kahle, Kathleen M. & Stulz, René M., 2013. "Access to capital, investment, and the financial crisis," Journal of Financial Economics, Elsevier, vol. 110(2), pages 280-299.
    65. Claessens, Stijn & Van Horen, Neeltje, 2013. "Impact of Foreign Banks," Journal of Financial Perspectives, EY Global FS Institute, vol. 1(1), pages 29-42.
    66. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    67. Jasna Dimitrijevic & Boris Najman, 2008. "Inside the credit boom: Competition, Segmentation and Information - evidence from Serbian credit market," Post-Print hal-00266715, HAL.
    68. Vivek Ghosal & Prakash Loungani, 2000. "The Differential Impact of Uncertainty on Investment in Small and Large Businesses," The Review of Economics and Statistics, MIT Press, vol. 82(2), pages 338-343, May.
    69. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    70. Bowsher, Clive G., 2002. "On testing overidentifying restrictions in dynamic panel data models," Economics Letters, Elsevier, vol. 77(2), pages 211-220, October.
    71. Arslan, Ozgur & Florackis, Chrisostomos & Ozkan, Aydin, 2006. "The role of cash holdings in reducing investment-cash flow sensitivity: Evidence from a financial crisis period in an emerging market," Emerging Markets Review, Elsevier, vol. 7(4), pages 320-338, December.
    72. Veronique Vermoesen & Marc Deloof & Eddy Laveren, 2013. "Long-term debt maturity and financing constraints of SMEs during the Global Financial Crisis," Small Business Economics, Springer, vol. 41(2), pages 433-448, August.
    73. Alessandra Guariglia & Paul Mizen, 2012. "Investment and Asset Growth of Asian Firms: Evidence for Financial Resilience in the Recent Financial Crisis," Working Papers 322012, Hong Kong Institute for Monetary Research.
    74. Konings, Jozef & Rizov, Marian & Vandenbussche, Hylke, 2003. "Investment and financial constraints in transition economies: micro evidence from Poland, the Czech Republic, Bulgaria and Romania," Economics Letters, Elsevier, vol. 78(2), pages 253-258, February.
    75. Robert E. Carpenter & Steven M. Fazzari & Bruce C. Petersen, 1994. "Inventory Investment, Internal-Finance Fluctuation, and the Business Cycle," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 25(2), pages 75-138.
    76. Guariglia, Alessandra & Tsoukalas, John & Tsoukas, Serafeim, 2012. "Investment, irreversibility, and financing constraints: Evidence from a panel of transition economies," Economics Letters, Elsevier, vol. 117(3), pages 582-584.
    77. Emilio Colombo & Luca Stanca, 2003. "Investment Decisions and the Soft Budget Constraint: Evidence from Hungarian Manufacturing Firms," Working Papers 68, University of Milano-Bicocca, Department of Economics, revised Dec 2003.
    78. Lawrence H. Summers, 1981. "Taxation and Corporate Investment: A q-Theory Approach," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 12(1), pages 67-140.
    79. Allayannis, George & Mozumdar, Abon, 2004. "The impact of negative cash flow and influential observations on investment-cash flow sensitivity estimates," Journal of Banking & Finance, Elsevier, vol. 28(5), pages 901-930, May.
    80. John Hutchinson & Ana Xavier, 2006. "Comparing the Impact of Credit Constraints on the Growth of SMEs in a Transition Country with an Established Market Economy," Small Business Economics, Springer, vol. 27(2), pages 169-179, October.
    81. Jozef Konings & Hylke Vandenbussche, 2004. "The adjustment of financial ratios in the presence of soft budget constraints: evidence from Bulgaria," European Accounting Review, Taylor & Francis Journals, vol. 13(1), pages 131-159.
    82. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    83. 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.
    84. Asim Ijaz Khwaja & Atif Mian, 2005. "Do Lenders Favor Politically Connected Firms? Rent Provision in an Emerging Financial Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(4), pages 1371-1411.
    85. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    86. Francis, Bill & Hasan, Iftekhar & Song, Liang & Waisman, Maya, 2013. "Corporate governance and investment-cash flow sensitivity: Evidence from emerging markets," Emerging Markets Review, Elsevier, vol. 15(C), pages 57-71.
    87. 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.
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    More about this item

    Keywords

    Financial constraints; firm growth; transition countries; dynamic panel data; GMM;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • D92 - Microeconomics - - Micro-Based Behavioral Economics - - - Intertemporal Firm Choice, Investment, Capacity, and Financing
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance

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