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To EMU or not to EMU: Can TFP “provoke” the capital structure puzzle of SMEs?

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  • Georgios A. Savvakis
  • Dimitris Kenourgios
  • Theofanis Papageorgiou

Abstract

This article investigates the influence of the macroeconomic environment on corporate leverage. Using panel data of European listed SMEs, we examine the relationship between capital structure and country‐level total factor productivity (TFP), GDP growth, interest rates and stock market development across firm categories (micro, small, and medium) and monetary regimes (EMU and non‐EMU countries) for the period 2005–2015. By performing a dynamic panel data analysis into a vector error correction framework, along with several model specifications and robustness tests, we provide new evidence that country‐level TFP is an important determinant of capital structure choice, while its impact depends on the institutional environment (inside the EMU or not). Although there are both short‐run and long‐run dynamic relationships between the corporate leverage and the macroeconomic factors, to EMU or not to EMU is also evident when looking at the three size categories. Overall, our results suggest that all SMEs are not the same, and the determinants of their capital structure vary across size categories.

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  • Georgios A. Savvakis & Dimitris Kenourgios & Theofanis Papageorgiou, 2021. "To EMU or not to EMU: Can TFP “provoke” the capital structure puzzle of SMEs?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 2595-2611, April.
    • Handle: RePEc:wly:ijfiec:v:26:y:2021:i:2:p:2595-2611
    DOI: 10.1002/ijfe.1923
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    as
    1. Loayza, Norman V. & Ranciere, Romain, 2006. "Financial Development, Financial Fragility, and Growth," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(4), pages 1051-1076, June.
    2. Ms. Marialuz Moreno Badia & Veerle Slootmaekers, 2009. "The Missing Link Between Financial Constraints and Productivity," IMF Working Papers 2009/072, International Monetary Fund.
    3. 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.
    4. 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.
    5. Jairaj Gupta & Mariachiara Barzotto & Amir Khorasgani, 2018. "Does size matter in predicting SMEs failure?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 23(4), pages 571-605, October.
    6. Karin Jõeveer, 2013. "What do we know about the capital structure of small firms?," Small Business Economics, Springer, vol. 41(2), pages 479-501, August.
    7. Michael S. Long & Ileen B. Malitz, 1985. "Investment Patterns and Financial Leverage," NBER Chapters, in: Corporate Capital Structures in the United States, pages 325-352, National Bureau of Economic Research, Inc.
    8. Murray Z. Frank & Vidhan K. Goyal, 2009. "Capital Structure Decisions: Which Factors Are Reliably Important?," Financial Management, Financial Management Association International, vol. 38(1), pages 1-37, March.
    9. Michaelides, Panayotis G. & Papageorgiou, Theofanis & Vouldis, Angelos T., 2013. "Business cycles and economic crisis in Greece (1960–2011): A long run equilibrium analysis in the Eurozone," Economic Modelling, Elsevier, vol. 31(C), pages 804-816.
    10. Graham C. Hall & Patrick J. Hutchinson & Nicos Michaelas, 2004. "Determinants of the Capital Structures of European SMEs," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 31(5‐6), pages 711-728, June.
    11. Maria Psillaki & Nikolaos Daskalakis, 2009. "Are the determinants of capital structure country or firm specific?," Small Business Economics, Springer, vol. 33(3), pages 319-333, October.
    12. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    13. Chen, Minjia & Guariglia, Alessandra, 2013. "Internal financial constraints and firm productivity in China: Do liquidity and export behavior make a difference?," Journal of Comparative Economics, Elsevier, vol. 41(4), pages 1123-1140.
    14. Gupta, Jairaj & Gregoriou, Andros, 2018. "Impact of market-based finance on SMEs failure," Economic Modelling, Elsevier, vol. 69(C), pages 13-25.
    15. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    16. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    17. Shaif Jarallah & Ali Salman Saleh & Ruhul Salim, 2019. "Examining pecking order versus trade‐off theories of capital structure: New evidence from Japanese firms," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 24(1), pages 204-211, January.
    18. Koke, Jens & Renneboog, Luc, 2005. "Do Corporate Control and Product Market Competition Lead to Stronger Productivity Growth? Evidence from Market-Oriented and Blockholder-Based Governance Regimes," Journal of Law and Economics, University of Chicago Press, vol. 48(2), pages 475-516, October.
    19. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    20. de Jong, Abe & Kabir, Rezaul & Nguyen, Thuy Thu, 2008. "Capital structure around the world: The roles of firm- and country-specific determinants," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1954-1969, September.
    21. Frank, Murray Z. & Goyal, Vidhan K., 2003. "Testing the pecking order theory of capital structure," Journal of Financial Economics, Elsevier, vol. 67(2), pages 217-248, February.
    22. repec:lic:licosd:20808 is not listed on IDEAS
    23. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    24. Daskalakis, Nikolaos & Balios, Dimitrios & Dalla, Violetta, 2017. "The behaviour of SMEs' capital structure determinants in different macroeconomic states," Journal of Corporate Finance, Elsevier, vol. 46(C), pages 248-260.
    25. Benjamin M. Friedman, 1985. "Corporate Capital Structures in the United States," NBER Books, National Bureau of Economic Research, Inc, number frie85-1.
    26. Laurence Booth & Varouj Aivazian & Asli Demirguc‐Kunt & Vojislav Maksimovic, 2001. "Capital Structures in Developing Countries," Journal of Finance, American Finance Association, vol. 56(1), pages 87-130, February.
    27. Vasudeva Murthy, N. R. & Chien, I. S., 1997. "The empirics of economic growth for OECD countries: Some new findings," Economics Letters, Elsevier, vol. 55(3), pages 425-429, September.
    28. Guglielmo Maria Caporale & Nikitas Pittis, 2004. "Estimator Choice and Fisher's Paradox: A Monte Carlo Study," Econometric Reviews, Taylor & Francis Journals, vol. 23(1), pages 25-52.
    29. Graham C. Hall & Patrick J. Hutchinson & Nicos Michaelas, 2004. "Determinants of the Capital Structures of European SMEs," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 31(5-6), pages 711-728.
    30. Ekaterini Panopoulou & Nikitas Pittis, 2004. "A comparison of autoregressive distributed lag and dynamic OLS cointegration estimators in the case of a serially correlated cointegration error," Econometrics Journal, Royal Economic Society, vol. 7(2), pages 585-617, December.
    31. Karpavičius, Sigitas & Yu, Fan, 2017. "The impact of interest rates on firms' financing policies," Journal of Corporate Finance, Elsevier, vol. 45(C), pages 262-293.
    32. Apostolos Dasilas & Nicolas Papasyriopoulos, 2015. "Corporate governance, credit ratings and the capital structure of Greek SME and large listed firms," Small Business Economics, Springer, vol. 45(1), pages 215-244, June.
    33. Demirguc-Kunt, Ash & Maksimovic, Vojislav, 1996. "Stock Market Development and Financing Choices of Firms," The World Bank Economic Review, World Bank, vol. 10(2), pages 341-369, May.
    34. E. Grifell-Tatjé & C. Lovell, 1999. "A generalized Malmquist productivity index," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 7(1), pages 81-101, June.
    35. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    36. Chang-Tai Hsieh & Peter J. Klenow, 2010. "Development Accounting," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(1), pages 207-223, January.
    37. Hanousek, Jan & Shamshur, Anastasiya, 2011. "A stubborn persistence: Is the stability of leverage ratios determined by the stability of the economy?," Journal of Corporate Finance, Elsevier, vol. 17(5), pages 1360-1376.
    38. Choi, In, 2001. "Unit root tests for panel data," Journal of International Money and Finance, Elsevier, vol. 20(2), pages 249-272, April.
    39. Halling, Michael & Yu, Jin & Zechner, Josef, 2016. "Leverage dynamics over the business cycle," Journal of Financial Economics, Elsevier, vol. 122(1), pages 21-41.
    40. Harris, Milton & Raviv, Artur, 1991. "The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
    41. Engelbrecht, Hans-Jurgen, 1997. "International R&D spillovers, human capital and productivity in OECD economies: An empirical investigation," European Economic Review, Elsevier, vol. 41(8), pages 1479-1488, August.
    42. Thi Hong Hoang & Călin Gurău & Amine Lahiani & Thuy-Luu Seran, 2018. "Do crises impact capital structure? A study of French micro-enterprises," Small Business Economics, Springer, vol. 50(1), pages 181-199, January.
    43. Robert H. McGuckin & Sang V. Nguyen, 1995. "On Productivity and Plant Ownership Change: New Evidence from the Longitudinal Research Database," RAND Journal of Economics, The RAND Corporation, vol. 26(2), pages 257-276, Summer.
    44. Kenneth I. Carlaw & Richard G. Lipsey, 2003. "Productivity, Technology and Economic Growth: What is the Relationship?," Journal of Economic Surveys, Wiley Blackwell, vol. 17(3), pages 457-495, July.
    45. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    46. Zhang, Dongyang & Liu, Deqiang, 2017. "Determinants of the capital structure of Chinese non-listed enterprises: Is TFP efficient?," Economic Systems, Elsevier, vol. 41(2), pages 179-202.
    47. Kaplan, Robert S., 1986. "The role for empirical research in management accounting," Accounting, Organizations and Society, Elsevier, vol. 11(4-5), pages 429-452, July.
    48. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    49. Sourafel Girma & Steve Thompson & Peter Wright, 2006. "International Acquisitions, Domestic Competition and Firm Performance," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 13(3), pages 335-349.
    50. Vikramaditya Khanna & E. Han Kim & Yao Lu, 2015. "CEO Connectedness and Corporate Fraud," Journal of Finance, American Finance Association, vol. 70(3), pages 1203-1252, June.
    51. Driffield, Nigel & Mickiewicz, Tomasz & Temouri, Yama, 2016. "Ownership control of foreign affiliates: A property rights theory perspective," Journal of World Business, Elsevier, vol. 51(6), pages 965-976.
    52. Francesco Caselli & Nicola Gennaioli, 2005. "Credit Constraints, Competition, and Meritocracy," Journal of the European Economic Association, MIT Press, vol. 3(2-3), pages 679-689, 04/05.
    53. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    54. Johansen, Søren & Juselius, Katarina, 1992. "Testing structural hypotheses in a multivariate cointegration analysis of the PPP and the UIP for UK," Journal of Econometrics, Elsevier, vol. 53(1-3), pages 211-244.
    55. Hovakimian, Armen & Li, Guangzhong, 2011. "In search of conclusive evidence: How to test for adjustment to target capital structure," Journal of Corporate Finance, Elsevier, vol. 17(1), pages 33-44, February.
    56. Papageorgiou, Theofanis & Michaelides, Panayotis G. & Tsionas, Efthymios G., 2016. "Business cycle determinants and fiscal policy: A Panel ARDL approach for EMU," The Journal of Economic Asymmetries, Elsevier, vol. 13(C), pages 57-68.
    57. Korajczyk, Robert A. & Levy, Amnon, 2003. "Capital structure choice: macroeconomic conditions and financial constraints," Journal of Financial Economics, Elsevier, vol. 68(1), pages 75-109, April.
    58. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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