Assessment of the impact of bank lending on business entities’ performance using structural equation modeling
-
DOIhttp://dx.doi.org/10.21511/bbs.16(2).2021.07
-
Article InfoVolume 16 2021 , Issue #2, pp. 68-77
- Cited by
- 960 Views
-
491 Downloads
This work is licensed under a
Creative Commons Attribution 4.0 International License
The paper aims to assess the influence of bank lending on the performance of enterprises in the real sector. The relevance of the study for different countries, including Kazakhstan, Kyrgyzstan and Ukraine, is shown. Structural equation modeling of the impact of bank lending on the performance of enterprises in the real sector is carried out using Ukraine as an example. Six key indicators of real sector enterprises’ performance for the period of 2007–2019 were selected as an information basis of the study. To assess the abovementioned impact, structural equation modeling was used, i.e., the Statistica program was selected as a software tool to evaluate the resulting model’s adequacy and determine the level of statistical significance of its parameters. The obtained results prove that the business lending sector in Ukraine has significant potential for its development, which ultimately will have a positive effect on the efficiency of the real sector enterprises. Moreover, adopting a balanced state policy in the sector of corporate bank lending can give impetus to the development of the domestic sector of real production and help Ukrainian enterprises overcome the crisis caused by COVID-19.
- Keywords
-
JEL Classification (Paper profile tab)D24, D25, G21
-
References29
-
Tables7
-
Figures1
-
- Figure 1. Verifying the model of the relationship between indicators of the business lending sector, the efficiency of business entities and their capital structure
-
- Table 1. Factors (indicators) for analysis
- Table 2. Statistical data for structural equation modeling
- Table 3. Normalized initial data for modeling
- Table 4. Structural equation modeling results of the indicators’ relationship
- Table 5. Main summary statistics
- Table 6. Noncentrality indices of the model
- Table 7. Single sample indices of the relationship between the indicators
-
- Abuka, C., Alinda, R. K., Minoiu, C., Peydró, J.-L., & Presbitero, A. F. (2019). Monetary policy and bank lending in developing countries: Loan applications, rates, and real effects. Journal of Development Economics, 139, 185-202.
- Allen, F., Jackowich, Kr., Kowalevski, O., & Kozlowski, L. (2017). Bank lending, crises, and changing ownership structure in Central and Eastern European countries. Journal of Corporate Finance, 42, 494-515.
- Beck, T., & Levine, R. (2004). Stock Markets, Banks, and Growth: Panel Evidence. Journal of Banking & Finance, 28(3), 423-442.
- Chakraborty, I., Goldstein, I., & MacKinlay, A. (2020). Monetary stimulus and bank lending. Journal of Financial Economics, 136(1), 189-218.
- Cottarelli, C., Dell’Ariccia, G., & Vladkova-Hollar, I. (2005). Early Birds, Late Risers, and Sleeping Beauties: Bank Credit Growth to the Private Sector in Central and Eastern Europe and in the Balkans. Journal of Banking & Finance, 29(1), 83-104.
- Dell’Ariccia, G., Kadyrzhanova, D., Minoiu, C., & Ratnovski, L. (2017). Bank Lending in the Knowledge Economy (IMF Working Paper No. 17/234). International Monetary Fund.
- Dzwigol, H., Dzwigol-Barosz, M., & Kwilinski, A. (2020). Formation of Global Competitive Enterprise Environment Based on Industry 4.0 Concept. International Journal of Entrepreneurship, 24(1), 1-5.
- Ferri, G., Murro, P., Peruzzi, V., & Rotondi, Z. (2019). Bank lending technologies and credit availability in Europe: What can we learn from the crisis? Journal of International Money and Finance, 95, 128-148.
- Gonga, D., Jiang, T., & Lu, L. (2020). Pandemic and bank lending: Evidence from the 2009 H1N1 pandemic. Finance Research Letters, 39, 101627.
- Granja, J., & Leuz, C. (2017). The death of a regulator: strict supervision, bank lending and business activity (NBER Working Paper No. 24168). National Bureau of Economic Research. Cambridge.
- Jiménez, G., Mian, A., Peydró, J.-L., & Saurina, J. (2020). The real effects of the bank lending channel. Journal of Monetary Economics, 115(November 2020), 162-179.
- Kalkabayeva, G., Rakhmetova, A., Nakipova, G., Bespayevа, R., & Borbasova, Z. (2020). Financial sector assets, real innovation and economic growth: assessment of interconnection and influence of regulatory instruments. Entrepreneurship and Sustainability Issues, 8(2), 559-577.
- Katenova, M., Gissy, W., Syzdykov, Z., & Gissy, W. G. (2017). The Causal Link between Financial Sector and Economic Development: The Case of Kazakhstan. International Journal of Business Administration, 8(2), 40-46.
- Kuznichenko, Y., Frolov, S., Zhuravka, F., Yefimov, M., & Fedchenko, V. (2018). Regulatory assessment of the bank market risk: international approaches and Ukrainian practice. Banks and Bank Systems, 13(4), 73-84.
- Liu, Q., Pan, X., & Tian, G. G. (2018). To what extent did the economic stimulus package influence bank lending and corporate investment decisions? Evidence from China. Journal of Banking & Finance, 86, 177-193.
- Mamman A., & Hashim Y. A. (2014). Impact of Bank Lending on Economic Growth in Nigeria. Research Journal of Finance and Accounting, 5(18), 174-182.
- National Bank of Ukraine. (n.d.). Official website of the National Bank of Ukraine.
- Ono, S. (2017). Financial development and economic growth nexus in Russia. Russian Journal of Economics, 3(3), 321-332.
- Rudevska, V. I., & Khlan, Y. V. (2018). The relationship between banking sector development and economic growth. Financial and Credit Activity: Problems of Theory and Practice, 2(29), 442-453.
- Sang, H. Lee, & Mohammad Mujibul Haque. (2011). The Pro-cyclical Effects of Bank Capital on Bank Lending: A Case of Kazakhstan. International Review of Business Research Papers, 7(3), 94-111.
- Strilets, V., Prokopenko, O., & Orlov, V. (2020). Impact of Covid19 on the budget security of the national economy: a forecast for Ukraine. Public and Municipal Finance, 9(1), 25-33.
- Sufi, A. (2005). The role of banks in corporate finance (Doctoral Thesis). Massachusetts Institute of Technology.
- Tahir, S. H., Shehzadi, I., Ali, I., & Ullah, M. R. (2015). Impact of Bank Lending on Economics Growth in Pakistan: An Empirical Study of Lending to Private Sector. American Journal of Industrial and Business Management, 5(8), 565-576.
- Talimova, L. A., & Kalkabaeva, G. M. (2015). The Interaction of the Banking and Real Sector of the Economy of Kazakhstan. Mediterranean Journal of Social Sciences, 6(3), 313-318.
- Talimova, L. A., & Kalkabaeva, G. M. (2017). Bank Lending under Macroeconomic Instability: Analysis of the Situation in Kazakhstan. Journal of Advanced Research in Law and Economics, 8(4), 1345-1354.
- Tovar-García, E. D., & Kozubekova, R. (2016). The Third Pillar of the Basel Accord: Evidence of borrower discipline in the Kyrgyz banking system. Journal of Eurasian Studies, 7(2), 195-204.
- Vartsaba, V. I., Chubar, O. H., & Ohorodnyk, V. O. (2020). Financial Business Support: Banking Sector Vs “Coronavirus” Crisis. Aktualni problemy rozvytku ekonomiky rehiony – Current problems of economic development of a region, 16(1), 47-58. (In Ukrainian).
- Vinnichuk, Yu., & Holovniov, S. (2020). 200 largest companies of Ukraine in 2019. Website of the online publication Business Censor.
- Yehorycheva, S., Gudz, T., Krupka, M., Kolodiziev, O., & Tarasevych, N. (2019). The role of the banking system in supporting the financial equilibrium of the enterprises: the case of Ukraine. Banks and Bank Systems, 14(2), 190-202.