Empirical Analysis of Motives for Intra-Group Lending in Russian Business Groups

Keywords: internal capital market, business group, intra-group loans, financing advantage, tunneling, financing constraints

Abstract

This study examines the factors behind the companies’ financial roles on the internal capital markets of Russian business groups. The main goal is to determine the driving motives for intra-group lending in Russia. To find relevant answers, we use logit- and ordered logit-models based on 2018–2020 panel data for 239 Russian joint stock companies representing 21 business groups. Considering the findings of prior studies on debt financing in business groups, we analyze the influence of company size and age, asset tangibility and profitability, leverage, liquidity, sales growth, and the cash-flow rights of controlling shareholders on the probability of a company being a provider (receiver) of intra-group loans.

The novelty of our findings is ensured by the use of data from the State Information Resource of Financial Accounts that were made publicly available in 2020, enabling us to significantly expand the set of companies under examination. The results of this empirical analysis reveal that internal capital markets of Russian business groups serve as a tool for fund reallocation from older and larger, but less capital-intensive and leveraged companies to smaller, more capital-intensive and leveraged members of the group. The findings demonstrate that the financing advantage motive for intra-group lending is currently predominant in the leading Russian business groups. Thus, Russian business groups use their internal capital markets as
an alternative source of funds that alleviates the financing constraints of group members. In the context of continuing anti-Russian sanctions, the limited depth of the Russian financial market and a lack of “long” money in the economy, the research results can be useful for financial managers and policymakers seeking ways to enhance the financial security of group-affiliated companies.

Downloads

References

Stein J.C. Internal Capital Markets and the Competition for Corporate Resources. The Journal of Finance. 1997;52(1):111-133. DOI: https://doi.org/10.1111/j.1540-6261.1997.tb03810.x DOI: https://doi.org/10.1111/j.1540-6261.1997.tb03810.x

Byun H., Choi S., Hwang L., Kim R.G. Business group affiliation, ownership structure, and the cost of debt. Journal of Corporate Finance. 2013;23:311–331. DOI: https://doi.org/10.1016/j.jcorpfin.2013.09.003 DOI: https://doi.org/10.1016/j.jcorpfin.2013.09.003

Scharfstein D.S., Stein J.C. The Dark Side of Internal Capital Markets: Divisional Rent-Seeking and Inefficient Investment. The Journal of Finance. 2000;60(6):2537-2564. DOI: https://doi.org/10.1111/0022-1082.00299 DOI: https://doi.org/10.1111/0022-1082.00299

George R., Kabir R., Qian J. Investment–cash flow sensitivity and financing constraints: New evidence from Indian business group firms. Journal of Multinational Financial Management. 2011;21:69-88. DOI: https://doi.org/10.1016/j.mulfin.2010.12.003 DOI: https://doi.org/10.1016/j.mulfin.2010.12.003

Gupta, G., Mahakud, J. Alternative measure of financial development and investment-cash flow sensitivity: evidence from an emerging economy. Financial Innovation. 2019;5(1):1-28. DOI: https://doi.org/10.1186/s40854-018-0118-9 DOI: https://doi.org/10.1186/s40854-018-0118-9

Iacobucci D. Internal Capital Market and Investment Decisions in Small and Medium-Sized Groups. In Small Businesses in the Aftermath of the Crisis. Contributions to Economics. Heidelberg: Physica; 2012:211-227. DOI: https://doi.org/10.1007/978-3-7908-2852-8_11 DOI: https://doi.org/10.1007/978-3-7908-2852-8_11

Mota J.H., dos Santos M.C. Does Internal Capital Market Membership Matter for Capital Allocation? Theory and Evidence from the Euro Area. CICEE Working Paper No.003/2019. 2019. 53 p. DOI: https://doi.org/10.2139/ssrn.3530191 DOI: https://doi.org/10.2139/ssrn.3307123

Gopalan R., Nanda V., Seru A. Internal Capital Market and Dividend Policies: Evidence From Business Groups. The Review of Financial Studies. 2014;27(4):1102–1142. DOI: https://doi.org/10.1093/rfs/hhu004 DOI: https://doi.org/10.1093/rfs/hhu004

Gurunlu M. Propping in the Pyramidal Business Groups in Turkey. Corporate Accounting & Finance. 2018;29(2):114-126. DOI: https://doi.org/10.1002/jcaf.22329 DOI: https://doi.org/10.1002/jcaf.22329

Labhane N.B. Dividend Policy Decisions in India: Standalone Versus Business Group-Affiliated Firms. Global Business Review. 2019;20(1):133–150. DOI: https://doi.org/10.1177/0972150918803990 DOI: https://doi.org/10.1177/0972150918803990

Bena J., Ortiz-Molina H. Pyramidal ownership and the creation of new firms. Journal of Financial Economics. 2013;108:798-821. DOI: https://doi.org/10.1016/j.jfineco.2013.01.009 DOI: https://doi.org/10.1016/j.jfineco.2013.01.009

Masulis R.W., Pham P.K., Zein J. Family Business Group Expansion Through IPOs: The Role of Internal Capital Markets in Financing Growth While Preserving Control. Management Science. 2020; 66(11):5191-5215. DOI: https://doi.org/10.1287/mnsc.2019.3418 DOI: https://doi.org/10.1287/mnsc.2019.3418

Buchuk D., Larrain B., Muñoz F., Urzúa F.I. The internal capital markets of business groups: Evidence from intra-group loans. Journal of Financial Economics. 2014;112:190-212. DOI: https://doi.org/10.1016/j.jfineco.2014.01.003 DOI: https://doi.org/10.1016/j.jfineco.2014.01.003

Dewaelheyns N., Van Hulle C. Internal Capital Markets and Capital Structure: Bank Versus Internal Debt. European Financial Management. 2010:16(3):345-373. DOI: https://doi.org/10.1111/j.1468-036X.2008.00457.x DOI: https://doi.org/10.1111/j.1468-036X.2008.00457.x

Jiang G., Lee C.M.C., Yue H. Tunneling through intercorporate loans: The China experience. Journal of Financial Economics. 2010;98:1-20. DOI: https://doi.org/10.1016/j.jfineco.2010.05.002 DOI: https://doi.org/10.1016/j.jfineco.2010.05.002

Russian Economy in 2018. Trends and Outlooks. Moscow: Gaidar Institute Publ.; 2019. 616 p. (in Russian)

Korotkova Y.I. Business groups and their internal capital markets: the foreign and Russian experience. Moscow University Economic Bulletin. 2021;5:72–90. (in Russian) DOI: https://doi.org/10.38050/01300105202154 DOI: https://doi.org/10.38050/01300105202154

Korotkova Y.I. Internal capital market efficiency of business groups. Problems of Management Theory and Practice. 2019;7:100-115 (in Russian).

Main directions of financial market development in the Russian Federation for 2022 and the period of 2023 and 2024. Moscow: Bank of Russia; 2021. 105 p. (in Russian)

Filatov V.I. Financial resources for the growth of the Russian economy. Mir novoi ekonomiki = The World of New Economy. 2021;15(2):97-106. DOI: https://doi.org/10.26794/2220-6469-2021-15-2-97-106 DOI: https://doi.org/10.26794/2220-6469-2021-15-2-97-106

He J., Mao X., Rui O.M., Zha X. Business groups in China. Journal of Corporate Finance. 2013;22:166-192. DOI: https://doi.org/10.1016/j.jcorpfin.2013.05.001 DOI: https://doi.org/10.1016/j.jcorpfin.2013.05.001

Yeh Y.-H., Lin J.J. Investment‑cash flow sensitivity to internal capital markets and shareholding structure: evidence from Taiwanese business groups. Eurasian Business Review. 2020;1-21. DOI: https://doi.org/10.1007/s40821-020-00157-7 DOI: https://doi.org/10.1007/s40821-020-00157-7

Almeida H., Kim C.-S., Kim H.B. Internal Capital Markets in Business Groups: Evidence from the Asian Financial Crisis. The Journal of Finance. 2015;70(6):2539-2586. DOI: 10.1111/jofi.12309 DOI: https://doi.org/10.1111/jofi.12309

Tan W., Ma Z. Ownership, Internal Capital Market, and Financing Costs. Emerging Markets Finance and Trade. 2016;52(5):1259-1278. DOI: https://doi.org/10.1080/1540496X.2016.113881 DOI: https://doi.org/10.1080/1540496X.2016.1138815

Stiebale J., Wößner N. M&As, Investment and Financing Constraints. International Journal of the Economics of Business. 2020;27(1):49-92. DOI: https://doi.org/10.1080/13571516.2019.1653719 DOI: https://doi.org/10.1080/13571516.2019.1653719

Wang Z., Wang Y. Ownership, Internal Capital Markets, and Cash Holdings, Emerging Markets. Finance and Trade. 2019;55(7):1656-1668. DOI: https://doi.org/10.1080/1540496X.2018.1553710 DOI: https://doi.org/10.1080/1540496X.2018.1553710

Gopalan R., Nanda V., Seru A. Affiliated firms and financial support: Evidence from Indian business groups. Journal of Financial Economics. 2007;86:759-795. DOI: https://doi.org/10.1016/j.jfineco.2006.09.008 DOI: https://doi.org/10.1016/j.jfineco.2006.09.008

Atanasov V., Bernard B., Ciccotello C., Gyoshev S. How does law affect finance? An examination of equity tunneling in Bulgaria. Journal of Financial Economics. 2010;96:155–173. DOI: https://doi.org/10.1016/j.jfineco.2009.12.005 DOI: https://doi.org/10.1016/j.jfineco.2009.12.005

Peng W.Q., Wei K.C.J., Yang Z. Tunneling or propping: Evidence from connected transactions in China. Journal of Corporate Finance. 2011;17:306-325. DOI: https://doi.org/10.1016/j.jcorpfin.2010.08.002 DOI: https://doi.org/10.1016/j.jcorpfin.2010.08.002

Paligorova T., Xu Z. Complex ownership and capital structure. Journal of Corporate Finance. 2012;18:701–716. DOI: https://doi.org/10.1016/j.jcorpfin.2012.05.001 DOI: https://doi.org/10.1016/j.jcorpfin.2012.05.001

Teplova T.V., Krylova M.S. The empirical research of the factors determining the investment activity of Russian companies. Journal of Corporate Finance Research. 2007;1(1):22-48 (in Russian). DOI: https://doi.org/10.17323/j.jcfr.2073-0438.1.1.2007 DOI: https://doi.org/10.17323/j.jcfr.2073-0438.1.1.2007

Published
2022-03-01
How to Cite
KorotkovaY. (2022) “Empirical Analysis of Motives for Intra-Group Lending in Russian Business Groups”, Journal of Corporate Finance Research / Корпоративные Финансы | ISSN: 2073-0438, 16(1), pp. 5-13. doi: 10.17323/j.jcfr.2073-0438.16.1.2022.5-13.
Section
New Research