The choice of external financing source: The role of company size and stock liquidity

Authors

DOI:

https://doi.org/10.18559/ebr.2023.3.800

Keywords:

stock liquidity, pecking order theory, financial deficit, external financing, debt-equity choice

Abstract

This paper aims to answer whether firms of different sizes and stock liquidities differ in the choice of external sources of financing in companies listed in CEE countries. To this end the net debt issuance is regressed on the financial deficit. In regressions Pecking Order Coefficients are allowed to vary across firms with different sizes and stock liquidities. The results indicate that companies with less liquid shares prefer issuing debt to cover financial deficits more than companies with more liquid shares. This implies that stock liquidity may substitute debt issuance in alleviating the adverse effects of information asymmetry, especially in relatively small companies. This is the first study in which the relationship between liquidity and debt-equity choice is considered solely from a pecking order theory point of view. Also this is the first study in which stock liquidity effects on capital structure are studied in the CEE countries. Research results may point to the advantages of increasing the liquidity of shares which may contribute to reducing information asymmetry and thus a better allocation of resources.

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References

Altman, E. I., Hotchkiss, E. (2006). Corporate financial distress and bankruptcy (3rd ed.). John Wiley & Sons. https://doi.org/10.1002/9781118267806 DOI: https://doi.org/10.1002/9781118267806
View in Google Scholar

Amihud, Y. (2002). Illiquidity and stock returns: Cross-section and time series effects. Journal of Financial Markets, 5(1), 31–56. https://doi.org/10.1016/S1386-4181(01)00024-6 DOI: https://doi.org/10.1016/S1386-4181(01)00024-6
View in Google Scholar

Amihud, Y., & Mendelson, H. (2000). The liquidity route to a lower cost of capital. Journal of Applied Corporate Finance, 12(4), 7–25. https://doi.org/10.1111/j.1745-6622.2000.tb00016.x DOI: https://doi.org/10.1111/j.1745-6622.2000.tb00016.x
View in Google Scholar

Bakri, M. A., Nordin, B. A. A., Tunde, M. B., & Theng, L. W. (2020). Moderating role of financial market development on the relationship between stock liquidity and dividend. Asian Academy of Management Journal of Accounting and Finance, 16(2), 77–99. https://doi.org/10.21315/aamjaf2020.16.2.4 DOI: https://doi.org/10.21315/aamjaf2020.16.2.4
View in Google Scholar

Beck, T., Demirgüç-Kunt, A., & Maksimovic, V. (2005). Financial and legal constraints to growth: Does firm size matter? Journal of Finance, 60(1), 137–177. https://doi.org/10.1111/j.1540-6261.2005.00727.x DOI: https://doi.org/10.1111/j.1540-6261.2005.00727.x
View in Google Scholar

Belsley, D. A., Kuh, E., & Welsch, R. E. (1980). Regression diagnostics. Identifying influential data and source of collinearity. John Wiley & Sons. https://doi.org/10.1002/0471725153 DOI: https://doi.org/10.1002/0471725153
View in Google Scholar

Berger, A. N., & Udell, G. F. (1998). The economics of small business finance: The role of private equity and debt markets in the financial growth cycle. Journal of Banking and Finance, 22(6–8), 613–673. https://doi.org/10.1016/S0378-4266(98)00038-7 DOI: https://doi.org/10.1016/S0378-4266(98)00038-7
View in Google Scholar

Bhama, V., Jain, P. K., & Yadav, S. S. (2015). Does firms’ pecking order vary during large deficits and surpluses? An empirical study on emerging economies. Procedia Economics and Finance, 30, 155–163. https://doi.org/10.1016/s2212-5671(15)01279-4 DOI: https://doi.org/10.1016/S2212-5671(15)01279-4
View in Google Scholar

Białek-Jaworska, A. (2017). Do Polish non-financial listed companies hold cash to lend money to other firms? Economics and Business Review, 3(4), 87–110. https://doi.org/10.18559/ebr.2017.4.6 DOI: https://doi.org/10.18559/ebr.2017.4.6
View in Google Scholar

Butler, A. W., Grullon, G., & Weston, J. P. (2005). Stock market liquidity and the cost of issuing equity. Journal of Financial and Quantitative Analysis, 40(2), 331–348. https://doi.org/10.1017/S0022109000002337 DOI: https://doi.org/10.1017/S0022109000002337
View in Google Scholar

Chaklader, B., & Padmapriya, B. (2021). Impact of cash surplus on firm’s capital structure: Validation of pecking order theory. Managerial Finance, 47(12), 1801–1816. https://doi.org/10.1108/MF-08-2020-0417 DOI: https://doi.org/10.1108/MF-08-2020-0417
View in Google Scholar

Chan, K., Cheng, S., & Hameed, A. (2022). Investor heterogeneity and liquidity. Journal of Financial and Quantitative Analysis, 57(7), 2798–2833. https://doi.org/10.1017/S0022109022000217 DOI: https://doi.org/10.1017/S0022109022000217
View in Google Scholar

Chen, Z., Gao, K., & Huang, W. (2020). Stock liquidity and excess leverage. Finance Research Letters, 32, 101178. https://doi.org/10.1016/j.frl.2019.04.034 DOI: https://doi.org/10.1016/j.frl.2019.04.034
View in Google Scholar

Chung, K. H., & Zhang, H. (2014). A simple approximation of intraday spreads using daily data. Journal of Financial Markets, 17(1), 94–120. https://doi.org/10.1016/j.finmar.2013.02.004 DOI: https://doi.org/10.1016/j.finmar.2013.02.004
View in Google Scholar

Czerwonka, L., & Jaworski, J. (2021). Capital structure determinants of small and medium-sized enterprises: Evidence from Central and Eastern Europe. Journal of Small Business and Enterprise Development, 28(2), 277–297. https://doi.org/10.1108/JSBED-09-2020-0326 DOI: https://doi.org/10.1108/JSBED-09-2020-0326
View in Google Scholar

Czerwonka, L., & Jaworski, J. (2022). Capital structure and its determinants in companies originating from two opposite sides of the European Union: Poland and Portugal. Economics and Business Review, 8(1), 24–49. https://doi.org/10.18559/ebr.2022.1.3 DOI: https://doi.org/10.18559/ebr.2022.1.3
View in Google Scholar

Dang, T. L., Ly Ho, H., Dzung Lam, C., Thao Tran, T., & Vo, X. V. (2019). Stock liquidity and capital structure: International evidence. Cogent Economics and Finance, 7, 1587804. https://doi.org/10.1080/23322039.2019.1587804 DOI: https://doi.org/10.1080/23322039.2019.1587804
View in Google Scholar

De Jong, A., Verbeek, M., & Verwijmeren, P. (2010). The impact of financing surpluses and large financing deficits on tests of the pecking order theory. Financial Management, 39(2), 733–756. https://doi.org/10.1111/j.1755-053X.2010.01090.x DOI: https://doi.org/10.1111/j.1755-053X.2010.01090.x
View in Google Scholar

Dutta, S. R., Sen, S. S., & Mukherjee, T. (2022). Stock liquidity and capital structure: Evidence from NSE listed top 100 non-finance Indian firms. Orissa Journal of Commerce, 43(1), 38–54. https://doi.org/10.54063/ojc.2022.v43i01.04 DOI: https://doi.org/10.54063/ojc.2022.v43i01.04
View in Google Scholar

Fama, E. F., & French, K. R. (2002). Testing trade-off and pecking order predictions about dividends and debt. Review of Financial Studies, 15(1), 1–33. https://doi.org/10.1093/rfs/15.1.1 DOI: https://doi.org/10.1093/rfs/15.1.1
View in Google Scholar

Fang, V. W., Noe, T. H., & Tice, S. (2009). Stock market liquidity and firm value. Journal of Financial Economics, 94, 150–169. https://doi.org/10.1016/j.jfineco.2008.08.007 DOI: https://doi.org/10.1016/j.jfineco.2008.08.007
View in Google Scholar

Frank, M. Z., & Goyal, V. K. (2003). Testing the pecking order theory of capital structure. Journal of Financial Economics, 67(2). https://doi.org/10.1016/S0304-405X(02)00252-0 DOI: https://doi.org/10.1016/S0304-405X(02)00252-0
View in Google Scholar

Halov, N. (2006). Dynamics of asymmetric information and capital structure. https://pages.stern.nyu.edu/~nhalov/Halov.pdf
View in Google Scholar

Hasan, I., Jackowicz, K., Kowalewski, O., & Kozłowski, Ł. (2017). Do local banking market structures matter for SME financing and performance? New evidence from an emerging economy. Journal of Banking and Finance, 79, 142–158. https://doi.org/10.1016/j.jbankfin.2017.03.009 DOI: https://doi.org/10.1016/j.jbankfin.2017.03.009
View in Google Scholar

Ho, L., Lu, Y., & Bai, M. (2021). Liquidity and speed of leverage adjustment. Australian Journal of Management, 46(1). https://doi.org/10.1177/0312896220918913 DOI: https://doi.org/10.1177/0312896220918913
View in Google Scholar

Jiang, F., Ma, Y., & Shi, B. (2017). Stock liquidity and dividend payouts. Journal of Corporate Finance, 42, 295–314. https://doi.org/10.1016/j.jcorpfin.2016.12.005 DOI: https://doi.org/10.1016/j.jcorpfin.2016.12.005
View in Google Scholar

Koralun-Bereźnicka, J. (2018). Firm size and debt maturity as indirect determinants of capital structure: Evidence form European panel data. Applied Economics Letters, 25(18), 1319–1322. https://doi.org/10.1080/13504851.2017.1420869 DOI: https://doi.org/10.1080/13504851.2017.1420869
View in Google Scholar

Kumar, S., Sureka, R., & Colombage, S. (2020). Capital structure of SMEs: A systematic literature review and bibliometric analysis. Management Review Quarterly, 70, 535–565. https://doi.org/10.1007/s11301-019-00175-4 DOI: https://doi.org/10.1007/s11301-019-00175-4
View in Google Scholar

Lipson, M. L., & Mortal, S. (2009). Liquidity and capital structure. Journal of Financial Markets, 12(4), 611–644. https://doi.org/10.1016/j.finmar.2009.04.002 DOI: https://doi.org/10.1016/j.finmar.2009.04.002
View in Google Scholar

Liu, W. (2006). A liquidity-augmented capital asset pricing model. Journal of Financial Economics, 82(3), 631–671. https://doi.org/10.1016/j.jfineco.2005.10.001 DOI: https://doi.org/10.1016/j.jfineco.2005.10.001
View in Google Scholar

Martinez, L. B., Scherger, V., & Guercio, M. B. (2019). SMEs capital structure: Trade-off or pecking order theory: A systematic review. Journal of Small Business and Enterprise Development, 26(1), 105–132. https://doi.org/10.1108/JSBED-12-2017-0387 DOI: https://doi.org/10.1108/JSBED-12-2017-0387
View in Google Scholar

Matuszak, P. (2020). What determines the scale of state ownership in enterprises? Some evidence from post-socialist countries. Economics and Business Review, 6(4), 95–117. https://doi.org/10.18559/ebr.2020.4.6 DOI: https://doi.org/10.18559/ebr.2020.4.6
View in Google Scholar

Moritz, A., Block, J. H., & Heinz, A. (2016). Financing patterns of European SMEs—an empirical taxonomy. Venture Capital, 18(2), 115–148. DOI: https://doi.org/10.1080/13691066.2016.1145900
View in Google Scholar

Myers, S. C., & Majluf, N. S. (1984). Corporate financing and investment decisions when firms have information that investors do not have. Journal of Financial Economics, 13(2), 187–221. https://doi.org/10.1016/0304-405X(84)90023-0 DOI: https://doi.org/10.1016/0304-405X(84)90023-0
View in Google Scholar

Nadarajah, S., Ali, S., Liu, B., & Huang, A. (2018). Stock liquidity, corporate governance and leverage: New panel evidence. Pacific-Basin Finance Journal, 50, 216–234. https://doi.org/10.1016/j.pacfin.2016.11.004 DOI: https://doi.org/10.1016/j.pacfin.2016.11.004
View in Google Scholar

Nehrebecka, N., & Dzik-Walczak, A. (2018). The dynamic model of partial adjustment of the capital structure. Meta-analysis and a case of Polish enterprises. Zbornik Radova Ekonomskog Fakultet au Rijeci, 36(1), 53–79. https://doi.org/10.18045/zbefri.2018.1.55 DOI: https://doi.org/10.18045/zbefri.2018.1.55
View in Google Scholar

Neville, C., & Lucey, B. M. (2022). Financing Irish high-tech SMEs: The analysis of capital structure. International Review of Financial Analysis, 83, 102219. https://doi.org/10.1016/j.irfa.2022.102219 DOI: https://doi.org/10.1016/j.irfa.2022.102219
View in Google Scholar

Nguyen, T., Alpert, K., & Faff, R. (2021). Relative bond-stock liquidity and capital structure choices. Journal of Corporate Finance, 69, 102026. https://doi.org/10.1016/j.jcorpfin.2021.102026 DOI: https://doi.org/10.1016/j.jcorpfin.2021.102026
View in Google Scholar

Nguyen, T. D. K., & Ramachandran, N. (2006). Capital structure in small and medium-sized enterprises: The case of Vietnam. ASEAN Economic Bulletin, 23(2), 192–211. DOI: https://doi.org/10.1355/AE23-2D
View in Google Scholar

Petersen, M. A. (2009). Estimating standard errors in finance panel data sets: Comparing approaches. Review of Financial Studies, 22(1), 435–480. DOI: https://doi.org/10.1093/rfs/hhn053
View in Google Scholar

Pham, T. P., Singh, H., & Vu, V. H. (2023). The impact of bank loan announcements on stock liquidity. International Review of Economics and Finance, 86, 848–864. https://doi.org/10.1016/j.iref.2023.02.009 DOI: https://doi.org/10.1016/j.iref.2023.02.009
View in Google Scholar

Qu, W., Wongchoti, U., Wu, F., & Chen, Y. (2018). Does information asymmetry lead to higher debt financing? Evidence from China during the NTS reform period. Journal of Asian Business and Economic Studies, 25(1), 109–121. https://doi.org/10.1108/jabes-04-2018-0006 DOI: https://doi.org/10.1108/JABES-04-2018-0006
View in Google Scholar

Rashid, A., & Mehmood, H. (2017). Liquidity and capital structure: The case of Pakistani non-financial firms. Economics Bulletin, 37(2), 675–685.
View in Google Scholar

Shen, C. H. (2014). Pecking order, access to public debt market, and information asymmetry. International Review of Economics and Finance, 29, 291–306. https://doi.org/10.1016/j.iref.2013.06.002 DOI: https://doi.org/10.1016/j.iref.2013.06.002
View in Google Scholar

Shyam-Sunder, L., & Myers, S. C. (1999). Testing static tradeoff against pecking order models of capital structure. Journal of Financial Economics, 51(2), 219–244. https://doi.org/10.1016/S0304-405X(98)00051-8 DOI: https://doi.org/10.1016/S0304-405X(98)00051-8
View in Google Scholar

Stereńczak, S., & Kubiak, J. (2022). Dividend policy and stock liquidity: Lessons from Central and Eastern Europe. Research in International Business and Finance, 62, 101727. https://doi.org/10.1016/j.ribaf.2022.101727 DOI: https://doi.org/10.1016/j.ribaf.2022.101727
View in Google Scholar

Stiglitz, J. E., & Weiss, A. (1981). Credit rationing in markets with imperfect information. The American Economic Review, 71(3), 393–410.
View in Google Scholar

Wang, X., & Wei, S. (2021). Does the investment horizon of institutional investors matter for stock liquidity? International Review of Financial Analysis, 74, 101648. https://doi.org/10.1016/j.irfa.2020.101648 DOI: https://doi.org/10.1016/j.irfa.2020.101648
View in Google Scholar

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Published

2023-08-28 — Updated on 2023-09-04

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How to Cite

Stereńczak, S., & Kubiak, J. (2023). The choice of external financing source: The role of company size and stock liquidity. Economics and Business Review, 9(3). https://doi.org/10.18559/ebr.2023.3.800 (Original work published 2023)

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