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Key determinants of deposits volume using CAMEL rating system: The case of Saudi banks

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  • Dania AL-Najjar
  • Hamzeh F Assous

Abstract

CAMEL is considered one of the well-known banking rating systems used to build a proper bank ranking. In our paper, we investigate the CAMEL rating for Saudi banks, which is considered the second largest banking sector in GCC. The Saudi banking sector consists of 11 banks and is the leading sector in the Saudi stock index (TASI). In this research, we aim to determine the ranking of Saudi banks according to CAMEL composite and CAMEL overall ratings and explore the effects of these ratings on banks’ total deposits for the period from 2014 to 2018. The methodology involves four phases. In the first phase, we calculate the key financial ratios of CAMEL’s composites for each bank. In the second phase, we rank the banks from 1 to 11 to each one of CAMEL’s composites for each bank per year. In the third phase, we rank Saudi banks according to CAMEL composite and CAMEL overall. Finally, in the fourth phase, we run a regression model using CAMEL financial ratios rank as independent variable and banks’ total deposits as a dependent variable. Using the stepwise regression method, the results indicated that the best regression model has an adjusted R2 of 73.4% and a standard error of around 0.58. The results further indicated that capital measured by CAR, management as an efficiency ratio, earning with ROE proxy, and liquidity as loans to deposits have positive effects on banks’ total deposits. Meanwhile, earnings as net interest income to net revenue and liquidity calculated by CASA have a negative effect on banks’ total deposits. Finally, asset quality ratios and the rest of the ratios have no significant effect on banks’ total deposits.

Suggested Citation

  • Dania AL-Najjar & Hamzeh F Assous, 2021. "Key determinants of deposits volume using CAMEL rating system: The case of Saudi banks," PLOS ONE, Public Library of Science, vol. 16(12), pages 1-15, December.
    • Handle: RePEc:plo:pone00:0261184
    DOI: 10.1371/journal.pone.0261184
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    References listed on IDEAS

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    1. Eyup Kadioglu & Niyazi Telceken & Nurcan Ocal, 2017. "Effect of the Asset Quality on the Bank Profitability," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 9(7), pages 60-68, July.
    2. Duong Ngotran, 2021. "Interest on reserves, helicopter money and new monetary policy," PLOS ONE, Public Library of Science, vol. 16(7), pages 1-31, July.
    3. Miroslav Mateev & Muhammad Usman Tariq & Ahmad Sahyouni, 2021. "Competition, capital growth and risk-taking in emerging markets: Policy implications for banking sector stability during COVID-19 pandemic," PLOS ONE, Public Library of Science, vol. 16(6), pages 1-36, June.
    4. Wagdi Kalifa & Eralp Bektaş, 2018. "The impacts of bank-specific and macroeconomic variables on the capital adequacy ratio: evidence from Islamic banks," Applied Economics Letters, Taylor & Francis Journals, vol. 25(7), pages 477-481, April.
    5. Le, Minh & Hoang, Viet-Ngu & Wilson, Clevo & Managi, Shunsuke, 2020. "Net stable funding ratio and profit efficiency of commercial banks in the US," Economic Analysis and Policy, Elsevier, vol. 67(C), pages 55-66.
    6. József Varga & Gyöngyi Bánkuti & Rita Kovács-Szamosi, 2020. "Analysis of the Turkish Islamic Banking Sector Using CAMEL and Similarity Analysis Methods," Acta Oeconomica, Akadémiai Kiadó, Hungary, vol. 70(2), pages 275-296, June.
    7. Clara Gallego-Sosa & Milagros Gutiérrez-Fernández & Yakira Fernández-Torres & María Teresa Nevado-Gil, 2021. "Corporate Social Responsibility in the European Banking Sector: Commitment to the 2030 Agenda and Its Relationship with Gender Diversity," Sustainability, MDPI, vol. 13(4), pages 1-23, February.
    8. Ahmad Al-Harbi, 2020. "Determinates of Islamic banks liquidity," Journal of Islamic Accounting and Business Research, Emerald Group Publishing Limited, vol. 11(8), pages 1619-1632, February.
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