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Does abnormal lending behavior increase bank riskiness? Evidence from Turkey

Author

Listed:
  • Farrukh Shahzad

    (Chongqing University)

  • Zeeshan Fareed

    (Huzhou University)

  • Bushra Zulfiqar

    (School of Economics, Southwestern University of Finance and Economics)

  • Umme Habiba

    (Shanxi University of Finance and Economics)

  • Muhammad Ikram

    (College of Economics and Management Nanjing University of Aeronautics and Astronautics)

Abstract

Purpose This study empirically analyzes whether the rapid growth of loans and risk-taking behavior during the expansion of loans affected non-performing loans (NPLs) and the solvency of financial institutions in the Turkish banking system. Design/methodology/approach Using the GMM Generalized Method of Moments, this study used data on Turkish banks from 2011 to 2017 to test two hypotheses on the effects of loan growth on NPLs and solvency. Findings This study finds significant results for the effect of loan growth on NPLs and solvency. NPLs rose from the previous year’s loan growth, which tended to reduce solvency. Research limitations/implications Due to selected research methods, the results may lack generality. Therefore, future studies should test the propositions herein further. Practical implications The results indicate that careful allocation behavior is required when lending. Additionally, these findings may be helpful to financial managers and decision makers. Originality/value This study confirms the need to determine how to allocate loans during the loan boom periods.

Suggested Citation

  • Farrukh Shahzad & Zeeshan Fareed & Bushra Zulfiqar & Umme Habiba & Muhammad Ikram, 2019. "Does abnormal lending behavior increase bank riskiness? Evidence from Turkey," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 5(1), pages 1-15, December.
    • Handle: RePEc:spr:fininn:v:5:y:2019:i:1:d:10.1186_s40854-019-0152-2
    DOI: 10.1186/s40854-019-0152-2
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    as
    1. Abdelkader Boudriga & Neila Boulila Taktak & Sana Jellouli, 2010. "Bank Specific, Business and Institutional Environment Determinants of Banks Nonperforming Loans: Evidence from MENA Countries," Working Papers 547, Economic Research Forum, revised 09 Jan 2010.
    2. Cottarelli, Carlo & Dell'Ariccia, Giovanni & Vladkova-Hollar, Ivanna, 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, Elsevier, vol. 29(1), pages 83-104, January.
    3. Us, Vuslat, 2017. "Dynamics of non-performing loans in the Turkish banking sector by an ownership breakdown: The impact of the global crisis," Finance Research Letters, Elsevier, vol. 20(C), pages 109-117.
    4. Muhammad Kashif & Syed Faizan Iftikhar & Khurram Iftikhar, 2016. "Loan growth and bank solvency: evidence from the Pakistani banking sector," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 2(1), pages 1-13, December.
    5. Meltem Gulenay Chadwick, 2018. "Effectiveness of monetary and macroprudential shocks on consumer credit growth and volatility in Turkey," Central Bank Review, Research and Monetary Policy Department, Central Bank of the Republic of Turkey, vol. 18(2), pages 69-83.
    6. Nguyen, Tuan & Locke, Stuart & Reddy, Krishna, 2015. "Ownership concentration and corporate performance from a dynamic perspective: Does national governance quality matter?," International Review of Financial Analysis, Elsevier, vol. 41(C), pages 148-161.
    7. Emma L. Schultz & David T. Tan & Kathleen D. Walsh, 2010. "Endogeneity and the corporate governance - performance relation," Australian Journal of Management, Australian School of Business, vol. 35(2), pages 145-163, August.
    8. Zhenkung Wang & Yanping Wang, 2019. "Ownership, Internal Capital Markets, and Cash Holdings," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(7), pages 1656-1668, May.
    9. Wenhao Tan & Shuangli Yu & Zhenpeng Ma, 2018. "The Impact of Business Groups on Investment Efficiency: Does Capital Allocation Matter?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(15), pages 3539-3551, December.
    10. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    11. Berger, Allen N. & Humphrey, David B., 1997. "Efficiency of financial institutions: International survey and directions for future research," European Journal of Operational Research, Elsevier, vol. 98(2), pages 175-212, April.
    12. Louzis, Dimitrios P. & Vouldis, Angelos T. & Metaxas, Vasilios L., 2012. "Macroeconomic and bank-specific determinants of non-performing loans in Greece: A comparative study of mortgage, business and consumer loan portfolios," Journal of Banking & Finance, Elsevier, vol. 36(4), pages 1012-1027.
    13. Carmen M. Reinhart & Kenneth S. Rogoff, 2011. "From Financial Crash to Debt Crisis," American Economic Review, American Economic Association, vol. 101(5), pages 1676-1706, August.
    14. Erdem Başçı & Hakan Kara, 2011. "Finansal istikrar ve para politikası," Iktisat Isletme ve Finans, Bilgesel Yayincilik, vol. 26(302), pages 9-25.
    15. Shahzad, Farrukh, 2019. "Does weather influence investor behavior, stock returns, and volatility? Evidence from the Greater China region," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 523(C), pages 525-543.
    16. Berger, Allen N. & Udell, Gregory F., 2004. "The institutional memory hypothesis and the procyclicality of bank lending behavior," Journal of Financial Intermediation, Elsevier, vol. 13(4), pages 458-495, October.
    17. Johnson, Simon & Boone, Peter & Breach, Alasdair & Friedman, Eric, 2000. "Corporate governance in the Asian financial crisis," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 141-186.
    18. E. Nur Ozkan‐Gunay & Arzu Tektas, 2006. "Efficiency Analysis Of The Turkish Banking Sector In Precrisis And Crisis Period: A Dea Approach," Contemporary Economic Policy, Western Economic Association International, vol. 24(3), pages 418-431, July.
    19. Vicente Salas & Jesús Saurina, 2002. "Credit Risk in Two Institutional Regimes: Spanish Commercial and Savings Banks," Journal of Financial Services Research, Springer;Western Finance Association, vol. 22(3), pages 203-224, December.
    20. Miguel Tinoco-Zermeño & Francisco Venegas-Martínez & Víctor Torres-Preciado, 2014. "Growth, bank credit, and inflation in Mexico: evidence from an ARDL-bounds testing approach," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 23(1), pages 1-22, December.
    21. Wintoki, M. Babajide & Linck, James S. & Netter, Jeffry M., 2012. "Endogeneity and the dynamics of internal corporate governance," Journal of Financial Economics, Elsevier, vol. 105(3), pages 581-606.
    22. Mester, Loretta J., 1996. "A study of bank efficiency taking into account risk-preferences," Journal of Banking & Finance, Elsevier, vol. 20(6), pages 1025-1045, July.
    23. Berger, Allen N. & Hasan, Iftekhar & Zhou, Mingming, 2009. "Bank ownership and efficiency in China: What will happen in the world's largest nation?," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 113-130, January.
    24. Zhang, Huanhuan & Kou, Gang & Peng, Yi, 2019. "Soft consensus cost models for group decision making and economic interpretations," European Journal of Operational Research, Elsevier, vol. 277(3), pages 964-980.
    25. Fukuyama, Hirofumi & Matousek, Roman, 2011. "Efficiency of Turkish banking: Two-stage network system. Variable returns to scale model," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(1), pages 75-91, February.
    26. Blejer, Mario I., 2006. "Economic growth and the stability and efficiency of the financial sector," Journal of Banking & Finance, Elsevier, vol. 30(12), pages 3429-3432, December.
    27. Foos, Daniel & Norden, Lars & Weber, Martin, 2010. "Loan growth and riskiness of banks," Journal of Banking & Finance, Elsevier, vol. 34(12), pages 2929-2940, December.
    28. Isik, Ihsan & Hassan, M. Kabir, 2002. "Technical, scale and allocative efficiencies of Turkish banking industry," Journal of Banking & Finance, Elsevier, vol. 26(4), pages 719-766, April.
    29. Ariff, Mohamed & Can, Luc, 2008. "Cost and profit efficiency of Chinese banks: A non-parametric analysis," China Economic Review, Elsevier, vol. 19(2), pages 260-273, June.
    30. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    31. Ari, Ali & Cergibozan, Raif, 2018. "Currency crises in Turkey: An empirical assessment," Research in International Business and Finance, Elsevier, vol. 46(C), pages 281-293.
    32. Alesina, Alberto & Özler, Sule & Roubini, Nouriel & Swagel, Phillip, 1996. "Political Instability and Economic Growth," Journal of Economic Growth, Springer, vol. 1(2), pages 189-211, June.
    33. Wenhao Tan & Zhenpeng Ma, 2016. "Ownership, Internal Capital Market, and Financing Costs," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 52(5), pages 1259-1278, May.
    34. Kraft, Evan & Jankov, Ljubinko, 2005. "Does speed kill? Lending booms and their consequences in Croatia," Journal of Banking & Finance, Elsevier, vol. 29(1), pages 105-121, January.
    35. Ahlem Selma Messai & Fathi Jouini, 2013. "Micro and Macro Determinants of Non-performing Loan," International Journal of Economics and Financial Issues, Econjournals, vol. 3(4), pages 852-860.
    36. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    37. Osman Zaim, 1995. "The Effect of Financial Liberalizationon the Efficiency of Turkish Commercial Banks," Working Papers 9505, Department of Economics, Bilkent University.
    38. Shahzad, Farrukh & Lu, Jing & Fareed, Zeeshan, 2019. "Does firm life cycle impact corporate risk taking and performance?," Journal of Multinational Financial Management, Elsevier, vol. 51(C), pages 23-44.
    39. Cevdet Denizer & Mustafa Dinc & Murat Tarimcilar, 2007. "Financial liberalization and banking efficiency: evidence from Turkey," Journal of Productivity Analysis, Springer, vol. 27(3), pages 177-195, June.
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