IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0261184.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0261184
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0261184&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0261184?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Andrey Zahariev & Petya Ivanova & Galina Zaharieva & Krasimira Slaveva & Margarita Mihaylova & Tanya Todorova, 2023. "Interplay between CSR and the Digitalisation of Bulgarian Financial Enterprises: HRM Approach and Pandemic Evidence," JRFM, MDPI, vol. 16(9), pages 1-18, August.
    2. Faisal Mohammed O. Almaslukh & Haliyana Khalid & Alaa Mahdi Sahi, 2022. "The Impact of Internal Marketing Practices on Employees’ Job Satisfaction during the COVID-19 Pandemic: The Case of the Saudi Arabian Banking Sector," Sustainability, MDPI, vol. 14(15), pages 1-15, July.
    3. Petr Jakubik & Eyup Kadioglu, 2022. "Factors affecting bank loan quality: a panel analysis of emerging markets," International Economics and Economic Policy, Springer, vol. 19(3), pages 437-458, July.
    4. Nenubari Ikue John & Emeka Nkoro, 2019. "Dynamics of capital adequacy and profitability of internationalized deposit money banks in Nigeria," International Journal of Business Ecosystem & Strategy (2687-2293), Bussecon International Academy, vol. 1(4), pages 01-08, October.
    5. Hao Liu & Weilun Huang, 2022. "Sustainable Financing and Financial Risk Management of Financial Institutions—Case Study on Chinese Banks," Sustainability, MDPI, vol. 14(15), pages 1-18, August.
    6. Fiordelisi, Franco & Ricci, Ornella & Santilli, Gianluca, 2023. "Environmental engagement and stock price crash risk: Evidence from the European banking industry," International Review of Financial Analysis, Elsevier, vol. 88(C).
    7. A. O. Adebisi & A. S. Ohiani & Gbemi Oladipo Olaore, 2019. "Appraising Institutional Environment’s Contribution to Financial Performance of Selected Banks in Pre and Post Tsa in Nigeria," Academic Journal of Economic Studies, Faculty of Finance, Banking and Accountancy Bucharest,"Dimitrie Cantemir" Christian University Bucharest, vol. 5(4), pages 12-20, December.
    8. Sarbjit Singh Oberoi & Sayan Banerjee, 2023. "Bankruptcy Prediction of Indian Banks Using Advanced Analytics," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 4, pages 22-41.
    9. Maria Celia López-Penabad & Ana Iglesias-Casal & José Fernando Silva Neto & José Manuel Maside-Sanfiz, 2023. "Does corporate social performance improve bank efficiency? Evidence from European banks," Review of Managerial Science, Springer, vol. 17(4), pages 1399-1437, May.
    10. Jabir Esmaeil & Husam Rjoub & Wing-Keung Wong, 2020. "Do Oil Price Shocks and Other Factors Create Bigger Impacts on Islamic Banks than Conventional Banks?," Energies, MDPI, vol. 13(12), pages 1-16, June.
    11. Malgorzata Mikita, 2022. "The Interrelationship Among Efficiency and Concentration of Banking System and its Stability: Evidence from Poland," European Research Studies Journal, European Research Studies Journal, vol. 0(1), pages 670-689.
    12. Safik Faozi & Bambang Sudiyatno & Elen Puspitasari & Rr Tjahjaning Poerwati, 2022. "Bank Compliance Factors in Implementing Regulation Provisions on Bank Performance in Indonesia," Academic Journal of Interdisciplinary Studies, Richtmann Publishing Ltd, vol. 11, January.
    13. Muhammad Rabiu Danlami & Muhamad Abduh & Lutfi Abdul Razak, 2022. "CAMELS, risk-sharing financing, institutional quality and stability of Islamic banks: evidence from 6 OIC countries," Journal of Islamic Accounting and Business Research, Emerald Group Publishing Limited, vol. 13(8), pages 1155-1175, June.
    14. Carmelo Algeri & Luc Anselin & Antonio Fabio Forgione & Carlo Migliardo, 2022. "Spatial dependence in the technical efficiency of local banks," Papers in Regional Science, Wiley Blackwell, vol. 101(3), pages 685-716, June.
    15. Hassan Dargahi & Mehdi Hadian, 2022. "Oil shocks, financial stability and implementing macroeconomics and macro‐prudential policies in an oil‐exporting economy," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(2), pages 2481-2496, April.
    16. Benedict Sheehy & Federica Farneti, 2021. "Corporate Social Responsibility, Sustainability, Sustainable Development and Corporate Sustainability: What Is the Difference, and Does It Matter?," Sustainability, MDPI, vol. 13(11), pages 1-17, May.
    17. Larissa M. Batrancea, 2021. "An Econometric Approach on Performance, Assets, and Liabilities in a Sample of Banks from Europe, Israel, United States of America, and Canada," Mathematics, MDPI, vol. 9(24), pages 1-22, December.
    18. Ramlall, Indranarain, 2022. "Does geographical proximity matter in determining the profitability of banks?," Journal of Policy Modeling, Elsevier, vol. 44(6), pages 1251-1279.
    19. Bingbing Shen & Aleksandr Aleksandrovich Perfilev & Lidiya Pavlovna Bufetova & Xueyan Li, 2023. "Bank Profitability Analysis in China: Stochastic Frontier Approach," JRFM, MDPI, vol. 16(4), pages 1-20, April.
    20. Jiang, Haiyun & Xu, Shulin & Cui, Jingwen & Subhani, Ghulam, 2023. "The impact of bank capital, liquidity and funding liquidity on sustainable bank lending: Evidence from MENA region," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 713-726.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0261184. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.