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Do Islamic banks lead or lag conventional banks? Evidence from Malaysia

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  • Nor, Amirudin Mohd
  • Masih, Mansur

Abstract

This paper explores the causal relationship between Islamic banks’ non-performing financing (NPF) and conventional banks’ non-performing loans (NPL) for the banking industry in Malaysia. To further understand these asset quality variables, we added domestic macroeconomic variables namely domestic credit, real lending rate and exchange rate for the period January 2007 to January 2017. Using time series cointegrating VAR models, coupled with the Long Run Structural Modelling (LRSM), Vector Error Correction Model (VECM) and Variance Decompositions (VDC), the results tend to suggest that NPF leads NPL. Contrary to expectation, the VDC results suggest that NPF and NPL variables are leading and lagging respectively. This unexpected result gives rise to many interesting arguments especially within the Islamic banking perspectives. Apart from providing important insights into the causality between NPF and NPL, our results contribute to the policy implications. Interest rate variable being the most leading variable may be used to affect both NPFs and NPLs.

Suggested Citation

  • Nor, Amirudin Mohd & Masih, Mansur, 2017. "Do Islamic banks lead or lag conventional banks? Evidence from Malaysia," MPRA Paper 79425, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:79425
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    References listed on IDEAS

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    1. 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.
    2. 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.
    3. Festic, Mejra & Kavkler, Alenka & Repina, Sebastijan, 2011. "The macroeconomic sources of systemic risk in the banking sectors of five new EU member states," Journal of Banking & Finance, Elsevier, vol. 35(2), pages 310-322, February.
    4. 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.
    5. Philip Lowe & Claudio Borio, 2002. "Asset prices, financial and monetary stability: exploring the nexus," BIS Working Papers 114, Bank for International Settlements.
    6. Roland Beck & Petr Jakubik & Anamaria Piloiu, 2015. "Key Determinants of Non-performing Loans: New Evidence from a Global Sample," Open Economies Review, Springer, vol. 26(3), pages 525-550, July.
    7. Khairul Anuar & Shamsher Mohamad & Mohamed Eskandar Shah, 2014. "Are Deposit and Investment Accounts in Islamic Banks in Malaysia Interest-Free? هل ودائع وحسابات الاستثمار في البنوك الإسلامية في ماليزيا غير قائمة أو خالية من الفائدة ؟," Journal of King Abdulaziz University: Islamic Economics, King Abdulaziz University, Islamic Economics Institute., vol. 27(2), pages 29-58, July.
    8. Mr. Jemma Dridi & Maher Hasan, 2010. "The Effects of the Global Crisison Islamic and Conventional Banks: A Comparative Study," IMF Working Papers 2010/201, International Monetary Fund.
    9. Nir Klein, 2013. "Non-Performing Loans in CESEE: Determinants and Impact on Macroeconomic Performance," IMF Working Papers 2013/072, International Monetary Fund.
    10. Chaibi, Hasna & Ftiti, Zied, 2015. "Credit risk determinants: Evidence from a cross-country study," Research in International Business and Finance, Elsevier, vol. 33(C), pages 1-16.
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    More about this item

    Keywords

    non-performing financing; non-performing loans; causality; LRSM;
    All these keywords.

    JEL classification:

    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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