IDEAS home Printed from https://ideas.repec.org/a/eee/rujoec/v3y2017i4p379-410.html
   My bibliography  Save this article

Analysis of the debt burden in Russian economy sectors

Author

Listed:
  • Popova, Svetlana
  • Karlova, Nataliya
  • Ponomarenko, Alexey
  • Deryugina, Elena

Abstract

This paper provides an analysis of the debt burden of Russian companies and raises the issue of debt-level heterogeneity across economic sectors. To identify the causes of this heterogeneity, it estimates a regression model that includes both fundamental explanatory variables of companies and industry fixed effects. The results of the analysis demonstrate that standard variables, such as profitability, company size, asset turnover, and fixed-asset turnover ratio have a strong statistical significance. However, these do not fully explain the variation in the debt levels of companies in different sectors. According to model estimation, there are other industry specific factors that produce an imbalance between fundamental factors and companies’ debt levels. An understanding of the formation process and structure of debt burden in individual industries is extremely important for the financial stability of companies and for an effective monetary policy.

Suggested Citation

  • Popova, Svetlana & Karlova, Nataliya & Ponomarenko, Alexey & Deryugina, Elena, 2017. "Analysis of the debt burden in Russian economy sectors," Russian Journal of Economics, Elsevier, vol. 3(4), pages 379-410.
    • Handle: RePEc:eee:rujoec:v:3:y:2017:i:4:p:379-410
    DOI: 10.1016/j.ruje.2017.12.005
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S2405473917300600
    Download Restriction: no
    File URL: https://libkey.io/10.1016/j.ruje.2017.12.005?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Allen N. Berger & Gregory F. Udell, 1993. "Did risk-based capital allocate bank credit and cause a credit crunch in the U.S.?," Finance and Economics Discussion Series 93-41, Board of Governors of the Federal Reserve System (U.S.).
    2. 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.
    3. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    4. 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.
    5. repec:kap:iaecre:v:13:y:2007:i:4:p:495-514 is not listed on IDEAS
    6. Kane, Alex & Marcus, Alan J & McDonald, Robert L, 1984. "How Big Is the Tax Advantage to Debt?," Journal of Finance, American Finance Association, vol. 39(3), pages 841-853, July.
    7. 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.
    8. 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.
    9. Ilya A. Strebulaev, 2007. "Do Tests of Capital Structure Theory Mean What They Say?," Journal of Finance, American Finance Association, vol. 62(4), pages 1747-1787, August.
    10. Franck Bancel & Usha R. Mittoo, 2004. "Cross-Country Determinants of Capital Structure Choice: A Survey of European Firms," Financial Management, Financial Management Association, vol. 33(4), Winter.
    11. Graham, John R. & Harvey, Campbell R., 2001. "The theory and practice of corporate finance: evidence from the field," Journal of Financial Economics, Elsevier, vol. 60(2-3), pages 187-243, May.
    12. 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.
    13. Kinga Mazur, 2007. "The Determinants of Capital Structure Choice: Evidence from Polish Companies," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 13(4), pages 495-514, November.
    14. Titman, Sheridan & Wessels, Roberto, 1988. " The Determinants of Capital Structure Choice," Journal of Finance, American Finance Association, vol. 43(1), pages 1-19, March.
    15. 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.
    16. Robert A. Taggart, Jr., 1985. "Secular Patterns in the Financing of U.S. Corporations," NBER Chapters, in: Corporate Capital Structures in the United States, pages 13-80, National Bureau of Economic Research, Inc.
    17. DeAngelo, Harry & Masulis, Ronald W., 1980. "Optimal capital structure under corporate and personal taxation," Journal of Financial Economics, Elsevier, vol. 8(1), pages 3-29, March.
    18. Philippe Aghion & Patrick Bolton, 1992. "An Incomplete Contracts Approach to Financial Contracting," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 59(3), pages 473-494.
    19. Harris, Milton & Raviv, Artur, 1991. "The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
    20. Abe De Jong & Ronald Van Dijk, 2007. "Determinants of Leverage and Agency Problems: A Regression Approach with Survey Data," The European Journal of Finance, Taylor & Francis Journals, vol. 13(6), pages 565-593.
    21. Mark Gertler & Simon Gilchrist, 1993. "The role of credit market imperfections in the monetary transmission mechanism: arguments and evidence," Finance and Economics Discussion Series 93-5, Board of Governors of the Federal Reserve System (U.S.).
    22. Demirguc-Kunt, Asli & Maksimovic, Vojislav, 1999. "Institutions, financial markets, and firm debt maturity," Journal of Financial Economics, Elsevier, vol. 54(3), pages 295-336, December.
    23. Hasan, Rana & Mitra, Devashish & Sundaram, Asha, 2013. "The Determinants of Capital Intensity in Manufacturing: The Role of Factor Market Imperfections," World Development, Elsevier, vol. 51(C), pages 91-103.
    24. Kraus, Alan & Litzenberger, Robert H, 1973. "A State-Preference Model of Optimal Financial Leverage," Journal of Finance, American Finance Association, vol. 28(4), pages 911-922, September.
    25. Fischer, Edwin O & Heinkel, Robert & Zechner, Josef, 1989. " Dynamic Capital Structure Choice: Theory and Tests," Journal of Finance, American Finance Association, vol. 44(1), pages 19-40, March.
    26. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    27. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    28. Gertler, Mark & Gilchrist, Simon, 1993. " The Role of Credit Market Imperfections in the Monetary Transmission Mechanism: Arguments and Evidence," Scandinavian Journal of Economics, Wiley Blackwell, vol. 95(1), pages 43-64.
    29. Berger, Allen N & Udell, Gregory F, 1994. "Do Risk-Based Capital Allocate Bank Credit and Cause a "Credit Crunch"' in the United States?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 26(3), pages 585-628, August.
    30. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    31. Turan Erol, 2004. "Strategic Debt with Diverse Maturity in Developing Countries: Industry-Level Evidence from Turkey," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 40(5), pages 5-24, September.
    32. Peter MacKay & Gordon M. Phillips, 2005. "How Does Industry Affect Firm Financial Structure?," Review of Financial Studies, Society for Financial Studies, vol. 18(4), pages 1433-1466.
    Full references (including those not matched with items on IDEAS)

    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. Rana El Bahsh & Ali Alattar & Aziz N. Yusuf, 2018. "Firm, Industry and Country Level Determinants of Capital Structure: Evidence from Jordan," International Journal of Economics and Financial Issues, Econjournals, vol. 8(2), pages 175-190.
    2. Mai, Nhat Chi, 2012. "Market timing, taxes and capital structure: evidence from Vietnam," OSF Preprints t3mvs, Center for Open Science.
    3. Antonczyk, Ron Christian & Salzmann, Astrid Juliane, 2014. "Overconfidence and optimism: The effect of national culture on capital structure," Research in International Business and Finance, Elsevier, vol. 31(C), pages 132-151.
    4. İbrahim Yarba & Z. Nuray Güner, 2020. "Leverage dynamics: Do financial development and government leverage matter? Evidence from a major developing economy," Empirical Economics, Springer, vol. 59(5), pages 2473-2507, November.
    5. 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.
    6. Yildirim, Ramazan & Masih, Mansur & Bacha, Obiyathulla Ismath, 2018. "Determinants of capital structure: evidence from Shari'ah compliant and non-compliant firms," Pacific-Basin Finance Journal, Elsevier, vol. 51(C), pages 198-219.
    7. Dang, Viet Anh & Kim, Minjoo & Shin, Yongcheol, 2014. "Asymmetric adjustment toward optimal capital structure: Evidence from a crisis," International Review of Financial Analysis, Elsevier, vol. 33(C), pages 226-242.
    8. Giorgio Canarella & Stephen M. Miller, 2019. "Determinants of Optimal Capital Structure and Speed of Adjustment: Evidence from the U.S. ICT Sector," Working papers 2019-06, University of Connecticut, Department of Economics.
    9. Valeriya Valer’evna Metel’skaya, 2021. "Correlation-and-regression analysis of the influence of macroeconomic factors on capital structure of Russian corporations under crisis conditions," Journal of Innovation and Entrepreneurship, Springer, vol. 10(1), pages 1-34, December.
    10. Bülent Köksal & Cüneyt Orman, 2015. "Determinants of capital structure: evidence from a major developing economy," Small Business Economics, Springer, vol. 44(2), pages 255-282, February.
    11. Mário Santos & António Moreira & Elisabete Vieira, 2014. "Ownership concentration, contestability, family firms, and capital structure," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 18(4), pages 1063-1107, November.
    12. Bandyopadhyay, Arindam & Barua, Nandita Malini, 2016. "Factors determining capital structure and corporate performance in India: Studying the business cycle effects," The Quarterly Review of Economics and Finance, Elsevier, vol. 61(C), pages 160-172.
    13. Faisal Seraj Alnori & Ali Mohsen Shaddady, 2019. "Corporate Debt Choice and Board Size: The Case of Oil Exporting Economy," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 9(5), pages 1-6.
    14. Maria Angelina Valadares Silva & António Melo Cerqueira & Elísio Brandão, 2017. "The Determinants of Capital Structure: Evidence from Non-financial Listed German Companies," FEP Working Papers 588, Universidade do Porto, Faculdade de Economia do Porto.
    15. Aamer Shahzad & Muhammad Azeem & Mian Sajid Nazir & Xuan Vinh Vo & Nguyen T. M. Linh, 2021. "The determinants of capital structure: Evidence from SAARC countries," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 6471-6487, October.
    16. Öztekin, Özde & Flannery, Mark J., 2012. "Institutional determinants of capital structure adjustment speeds," Journal of Financial Economics, Elsevier, vol. 103(1), pages 88-112.
    17. Ebrahim, M. Shahid & Girma, Sourafel & Shah, M. Eskandar & Williams, Jonathan, 2014. "Dynamic capital structure and political patronage: The case of Malaysia," International Review of Financial Analysis, Elsevier, vol. 31(C), pages 117-128.
    18. Viet Anh Dang, 2011. "Testing Capital Structure Theories Using Error Correction Models: Evidence From The Uk, France And Germany," Post-Print hal-00732527, HAL.
    19. Surenderrao Komera & P. J. Jijo Lukose, 2016. "Heterogeneity and Asymmetry in Speed of Leverage Adjustment: The Indian Experience," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 19(03), pages 1-26, September.
    20. An, Zhe & Li, Donghui & Yu, Jin, 2016. "Earnings management, capital structure, and the role of institutional environments," Journal of Banking & Finance, Elsevier, vol. 68(C), pages 131-152.

    More about this item

    Keywords

    С23; D24; E44; G32; debt burden; capital structure; sector analysis; microdata of Russian companies; emerging markets;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • 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

    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:eee:rujoec:v:3:y:2017:i:4:p:379-410. 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: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/russian-journal-of-economics .

    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.