Managerial ability impact on lending and bank credit quality: SFA approach

Authors

  • Fikri Asyrafi Trisakti University, Jakarta, Indonesia
  • Henny Setyo Lestari Trisakti University, Jakarta, Indonesia

DOI:

https://doi.org/10.55980/ebasr.v1i3.28

Keywords:

managerial ability, lending, credit quality, stochastic frontier analysis, bank's specific factor

Abstract

The banking sector is one of the vital sectors in connection with its role in distributing funds to the public through lending. This makes many researchers search for variables that affect lending by banks. Still, previous studies have focused more on definitive factors and seem to ignore intangible factors such as bank managerial ability. This study examines the effect of managerial ability and bank-specific factors on bank lending and credit quality. The estimation of managerial ability uses a stochastic frontier analysis approach, while panel regression with fixed effects is used to analyze the research model. This study uses a sample of banks registered on IDX during 2010 – 2021. The results show that managerial ability significantly positively affects lending and bank credit quality. Bank-specific factors such as bank size, workforce, and capital also significantly affect lending and bank credit quality. At the same time, this study did not find the effect of deposit growth on the dependent variable of lending and bank credit quality. The results of this study have implications that banks can expand and improve credit quality by increasing the ability of bank managers.

 

References

Alam, M. S., Rabbani, M. R., Tausif, M. R., & Abey, J. (2021). Banks’ performance and economic growth in India: A panel cointegration analysis. Economies, 9(1). https://doi.org/10.3390/economies9010038

Andreou, P. C., Philip, D., & Robejsek, P. (2016). Bank Liquidity Creation and Risk-Taking: Does Managerial Ability Matter? Journal of Business Finance and Accounting, 43(1–2), 226–259. https://doi.org/10.1111/jbfa.12169

Belaid, F. (2014). Loan quality determinants : evaluating the contribution of bank-specific variables , macroeconomic factors and firm level information (No: 04/2014).

Berger, A. N., & DeYoung, R. (1997). Problem loans and cost efficiency in commercial banks. Journal of Banking and Finance, 21(6), 849–870. https://doi.org/10.1016/S0378-4266(97)00003-4

Bhaskaran, R., Bhalla, L., Sarin, V., Kaur, S., Rahman, A., Singh, G., Bhattacharya, A. M., Jha, A. K., & Verma, P. (2016). Non-performing assets of public and private sector banks in India- A comparative study. International Journal of Services and Operations Management, 25(2), 155–172. https://doi.org/10.1504/IJSOM.2016.078891

Bonsall, S. B., Holzman, E. R., & Miller, B. P. (2017). Managerial ability and credit risk assessment. Management Science, 63(5), 1425–1449. https://doi.org/10.1287/mnsc.2015.2403

Brown, M. (2020). Negative interest rates and bank lending. CESifo Forum, 21(1), 18–23.

Dang, V. D. (2021). Bank liquidity and lending behavior: Evidence from the vietnamese banking system. International Journal of Business and Society, 22(1), 240–256. https://doi.org/10.33736/IJBS.3173.2021

Dang, V. D., & Huynh, J. (2022). Bank funding, market power, and the bank liquidity creation channel of monetary policy. Research in International Business and Finance, 59. https://doi.org/10.1016/j.ribaf.2021.101531

DANG, V. D., LE, T. T. H., LE, D. H., & NGUYEN, H. D. H. (2021). Bank Capital and Lending Behavior of Vietnamese Commercial Banks. Journal of Asian Finance, Economics and Business, 8(2), 373–385. https://doi.org/10.13106/jafeb.2021.vol8.no2.0373

Demerjian, P., Lev, B., & McVay, S. (2012). Quantifying managerial ability: A new measure and validity tests. Management Science, 58(7), 1229–1248. https://doi.org/10.1287/mnsc.1110.1487

Dikko, M. U., Alifiah, M. N., & Abdullahi, S. (2021). Does Bank Recapitalization Affect the Performance of the Banking Sector? the Empirical Evidence. Journal of Sustainability Science and Management, 16(3), 164–186. https://doi.org/10.46754/JSSM.2021.04.013

Foggitt, G. M., Heymans, A., Van Vuuren, G. W., & Pretorius, A. (2017). Measuring the systemic risk in the South African banking sector. South African Journal of Economic and Management Sciences, 20(1), 1–9. https://doi.org/10.4102/sajems.v20i1.1619

Gallego-Sosa, C., Gutiérrez-Fernández, M., Fernández-Torres, Y., & Nevado-Gil, M. T. (2021). Corporate social responsibility in the european banking sector: Commitment to the 2030 agenda and its relationship with gender diversity. Sustainability (Switzerland), 13(4), 1–23. https://doi.org/10.3390/su13041731

Hani, U., Wickramasinghe, A., & Kattiyapornpong, U. (2021). Reviving social banking using relationship quality dynamics in a developing country. Journal of Strategic Marketing, 29(7), 574–597. https://doi.org/10.1080/0965254X.2021.1891127

Hu, S., & Gong, D. (2019). Economic policy uncertainty, prudential regulation and bank lending. Finance Research Letters, 29, 373–378. https://doi.org/10.1016/j.frl.2018.09.004

Huong, T. T. X., Nga, T. T. T., & Oanh, T. T. K. (2021). Liquidity risk and bank performance in Southeast Asian countries: a dynamic panel approach. Quantitative Finance and Economics, 5(1), 111–133. https://doi.org/10.3934/qfe.2021006

Inam Bhutta, A., Sheikh, M. F., Munir, A., Naz, A., & Saif, I. (2021). Managerial ability and firm performance: Evidence from an emerging market. Cogent Business and Management, 8(1). https://doi.org/10.1080/23311975.2021.1879449

Kim, D., & Sohn, W. (2017). The effect of bank capital on lending: Does liquidity matter? Journal of Banking and Finance, 77, 95–107. https://doi.org/10.1016/j.jbankfin.2017.01.011

Orbaningsih, D., Gitaria, M., & Gendut Budi, W. (2022). Innovation of Electronic-Based Multipurpose Credit Services to Improve Customer Satisfaction Through Loan Fee : A Study on Bank Jatim - Malang. Economics, Business, Accounting & Society Review, 1(1), 49–57. https://doi.org/10.55980/ebasr.v1i1.6

Pasaribu, P., & Mindosa, B. (2021). the Bank Specific Determinants of Loan Growth and Stability: Evidence From Indonesia. Journal of Indonesian Economy and Business, 36(2), 93–123. https://doi.org/10.22146/jieb.v36i2.1385

Poetry, Z. D., & Sanrego, Y. D. (2011). Pengaruh Variabel Makro Dan Mikro Terhadap NPL Perbankan Konvensional Dan NPF Perbankan Syariah. Tazkia Islamic Finance and Business Review, 6(2), 79–104.

Sclip, A., Girardone, C., Beltrame, F., & Paltrinieri, A. (2021). Bank risks and lending outcomes: Evidence from QE. Journal of International Money and Finance, 118. https://doi.org/10.1016/j.jimonfin.2021.102475

Shen, Y., Wallace, D., Reddy, K., & Ramiah, V. (2021). An investigation of CEO characteristics on firm performance. Accounting and Finance. https://doi.org/10.1111/acfi.12896

Sun, L., & Chang, T. P. (2011). A comprehensive analysis of the effects of risk measures on bank efficiency: Evidence from emerging Asian countries. Journal of Banking and Finance, 35(7), 1727–1735. https://doi.org/10.1016/j.jbankfin.2010.11.017

Tahir, M., Shah, S. S. A., Sayal, A. U., & Afridi, M. A. (2020). Loan quality: does bank corporate governance matter? Applied Economics Letters, 27(8), 633–636. https://doi.org/10.1080/13504851.2020.1728223

Taufik, A., & Soesilo, N. I. (2021). The impact of loan to value to property credit growth sustainability in Indonesia. IOP Conference Series: Earth and Environmental Science, 716(1). https://doi.org/10.1088/1755-1315/716/1/012091

Thai, V. H., Dinh, V. T., Nguyen, V. S., Nguyen, M. H., Nguyen, C. T., & Pham, T. L. P. (2021). The influence of earning management and surplus free cash flow on the banking sector performance. Polish Journal of Management Studies, 23(1), 403–417. https://doi.org/10.17512/pjms.2021.23.1.25

Vo, X. V. (2018). Bank lending behavior in emerging markets. Finance Research Letters, 27(January), 129–134. https://doi.org/10.1016/j.frl.2018.02.011

Vo, X. V., Pham, T. H. A., Doan, T. N., & Luu, H. N. (2021). Managerial Ability and Bank Lending Behavior. Finance Research Letters, 39(May 2020), 101585. https://doi.org/10.1016/j.frl.2020.101585

Wahyuni, D. A. E., & Adiandari, A. M. (2019). Pengaruh Kualitas Tenaga Pemasar Kredit Serta Pengendalian Internal Kredit Terhadap Kredit Bermasalah Di Ksp.Amertha Nadi Jaya Kabupaten Klungkung. Jurnal Manajemen Dan Bisnis Equilibrium, 5(1), 1–9.

Yung, K., & Chen, C. (2018). Managerial ability and firm risk-taking behavior. Review of Quantitative Finance and Accounting, 51(4), 1005–1032. https://doi.org/10.1007/s11156-017-0695-0

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Published

2022-10-10

How to Cite

Fikri Asyrafi, & Henny Setyo Lestari. (2022). Managerial ability impact on lending and bank credit quality: SFA approach. Economics, Business, Accounting & Society Review, 1(3), 142–151. https://doi.org/10.55980/ebasr.v1i3.28