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Determining Risk Factors that Diminish Asset Quality of Indian Commercial Banks

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  • Onkar Shivraj Swami
  • B. Nethaji
  • Jyoti Prakash Sharma

Abstract

Controlling higher level of non-performing loans (NPLs) has become one of the key objectives of the Reserve Bank of India (RBI), as it may impact banking and macroeconomic stability adversely. In this respect, the present study tries to determine risk factors that diminish asset quality of Indian commercial banks in and around the asset quality review period. Pooled and panel logit model has been employed to examine the determinants of NPLs. We find that banks with lower level of capital, reduced profitability, less diversified portfolio, poor operating and managerial efficiency are at greater risk of having diminished asset quality, whereas the size of the bank is positively linked with the higher level of NPAs. In general, empirical analysis proposes that to identify the bank whose asset quality is likely to deteriorate well in advance, the Regulatory and Supervisory Department of the Central Bank may consider lower level of capital, deteriorating profitability and poor operational efficiency as a leading indicator.

Suggested Citation

  • Onkar Shivraj Swami & B. Nethaji & Jyoti Prakash Sharma, 2022. "Determining Risk Factors that Diminish Asset Quality of Indian Commercial Banks," Global Business Review, International Management Institute, vol. 23(2), pages 372-384, April.
    • Handle: RePEc:sae:globus:v:23:y:2022:i:2:p:372-384
    DOI: 10.1177/0972150919861470
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    References listed on IDEAS

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    1. Berger, Allen N. & Bouwman, Christa H.S., 2013. "How does capital affect bank performance during financial crises?," Journal of Financial Economics, Elsevier, vol. 109(1), pages 146-176.
    2. Meeker, Larry G. & Gray, Laura, 1987. "A note on non-performing loans as an indicator of asset quality," Journal of Banking & Finance, Elsevier, vol. 11(1), pages 161-168, March.
    3. Berger, Allen N. & DeYoung, Robert, 1997. "Problem loans and cost efficiency in commercial banks," Journal of Banking & Finance, Elsevier, vol. 21(6), pages 849-870, June.
    4. Podpiera, Jiri & Weill, Laurent, 2008. "Bad luck or bad management? Emerging banking market experience," Journal of Financial Stability, Elsevier, vol. 4(2), pages 135-148, June.
    5. Channarith Meng & Roberto Leon Gonzalez, 2017. "Credit Booms in Developing Countries: Are They Different from Those in Advanced and Emerging Market Countries?," Open Economies Review, Springer, vol. 28(3), pages 547-579, July.
    6. Douglas W. Diamond & Raghuram G. Rajan, 2000. "A Theory of Bank Capital," Journal of Finance, American Finance Association, vol. 55(6), pages 2431-2465, December.
    7. 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.
    8. Dimitrios, Anastasiou & Helen, Louri & Mike, Tsionas, 2016. "Determinants of non-performing loans: Evidence from Euro-area countries," Finance Research Letters, Elsevier, vol. 18(C), pages 116-119.
    9. Vasiliki Makri & Athanasios Tsagkanos & Athanasios Bellas, 2014. "Determinants of Non-Performing Loans: The Case of Eurozone," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 61(2), pages 193-206, March.
    10. Divino, Jose Angelo & Rocha, Líneke Clementino Sleegers, 2013. "Probability of default in collateralized credit operations," The North American Journal of Economics and Finance, Elsevier, vol. 25(C), pages 276-292.
    11. Lin, Ching-Chung & Yang, Shou-Lin, 2016. "Bank fundamentals, economic conditions, and bank failures in East Asian countries," Economic Modelling, Elsevier, vol. 52(PB), pages 960-966.
    12. Ghosh, Amit, 2015. "Banking-industry specific and regional economic determinants of non-performing loans: Evidence from US states," Journal of Financial Stability, Elsevier, vol. 20(C), pages 93-104.
    13. Forgione, Antonio Fabio & Migliardo, Carlo, 2018. "Forecasting distress in cooperative banks: The role of asset quality," International Journal of Forecasting, Elsevier, vol. 34(4), pages 678-695.
    14. Seenaiah K & Badri Narayan Rath & Amaresh Samantaraya, 2015. "Determinants of Bank Profitability in the Post-reform Period: Evidence from India," Global Business Review, International Management Institute, vol. 16(5_suppl), pages 82-92, October.
    15. Xiao Wang, 2015. "Trade credit, international trade costs and exports: cross-country firm-level evidence," Applied Economics Letters, Taylor & Francis Journals, vol. 22(12), pages 993-998, August.
    16. Barseghyan, Levon, 2010. "Non-performing loans, prospective bailouts, and Japan's slowdown," Journal of Monetary Economics, Elsevier, vol. 57(7), pages 873-890, October.
    17. Mostak Ahamed, M., 2017. "Asset quality, non-interest income, and bank profitability: Evidence from Indian banks," Economic Modelling, Elsevier, vol. 63(C), pages 1-14.
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