Exploring the Relationship Between Diversification, Risk Bank, Size Bank, and Liquidity; Evidence From Conventional Banking In Indonesia

  • Citra Rahayu Indraswari Brawijaya University
    (ID)
  • Kartika Sari Brawijaya University
    (ID)
  • Puspitasari Wahyu Anggraeni Universiti Malaya
    (MY)
Keywords: Efficiency; Asset Diversification; Bank Risk; Size of Bank; Banking

Abstract

Banking plays an important role in the economy both micro and macro. In addition, it is crucial for a country to have a strong and robust banking system. To realize a strong and robust banking banks need to maintain their efficiency. Therefore, it is necessary to identify the factors that affect efficiency, including asset diversification, risk, bank size and bank liquidity. The novelty of this research is that there is an asset diversification variable. Asset diversification can protect investors from recurring investment cycles and can save from asset failure. The sample of this research are conventional banks with a total of 10 banks that have the largest share of assets in Indonesia. In this study to identify the effect of asset diversification, bank risk, bank size, and bank liquidity on bank efficiency used multiple linear regression analysis methods were used. This study concludes that asset diversification actually reduces bank efficiency. The increased bank risk, the better efficiency. Then, the size of the bank and liquidity have no effect on efficiency. Therefore, banks need to review the diversification strategy, ensure that the risks associated with each asset and portfolio as a whole are well-identified and look for opportunities to automate repetitive processes and reduce overall operational costs. Through this research, we suggest, (i) Banks need to review the diversification strategy that has been implemented. There may be some areas or types of assets that do not fit the risk profile and objectives of the bank, (ii) Banks need to ensure that the risks associated with each asset and portfolio as a whole are well-identified, measured and managed, (iii) Banks need to look for opportunities to automate repetitive processes and reduce overall operational costs. 

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References

Achmady;et al. (2021). The Analysis of Liquidity and Its Effect on Profitability, Sales and Working Capital Policy in Manufacturing Companies Listed on Indonesia Stock Exchange. Jurnal Manajemen Dan Bisnis Sriwijaya, 18.(4), 243–254.

Ajmadayana, C. P., Akmalia, Z., & Hasibuan, A. F. H. (2022). Analisis Rasio Likuiditas dan Solvabilitas pada Bank Muamalat Indonesia Periode 2019-2020. Jurnal Ekobistek, 11, 174–180.

Akinola, A. (2022). The nexus between bank size and financial performance: Does internal control adequacy matter? Journal of Accounting and Taxation, 14(1), 13–20. https://doi.org/10.5897/jat2021.0501

Alfadhli, M. S., & Alali, S. (2021). The Effect of Bank Size on Financial Performance: A Case Study on Kuwaiti Banks Keywords Bank Assets Size Return on Assets (ROA) Return on Equity (ROE) Shareholder’s Equity Kuwaiti Banks OLS Regression. Journal of Insurance and Financial Management, 4(June), 11–15.

Amrina, N., & Kaban, R. F. (2021). Pengaruh Rasio Keuangan Terhadap Profitabilitas Bank Umum Syariah Di Era 4.0. Perbanas Journal of Islamic Economics and Business, 1(1), 42. https://doi.org/10.56174/pjieb.v1i1.7

Anastasiya Shamshur & Laurent Weill. (2022). Bank Risk and Firm Investment: Evidence from Firm-Level Data. Journal of Financial Services Research, 63. https://link.springer.com/article/10.1007/s10693-022-00379-y

Anggraini, A., & Nugroho, R. Y. Y. (2021). Faktor Internal Dan Eksternal yang Mempengaruhi Pembiayaan Bank Pembiayaan Rakyat Syariah. Jurnal Iqtisaduna, 7(1), 27–39. https://doi.org/10.24252/iqtisaduna.v7i1.20420

Arifian, D., & Noor, J. (2022). Determinan Profitabilitas Bank Studi Empiris di Indonesia. Jurnal Aplikasi Bisnis Dan Manajemen, 8(3), 985–995. https://doi.org/10.17358/jabm.8.3.985

Arthasari, T. (2021). Efektifitas kebijakan moneter dan makroprudensial sebagai pengendali risiko kredit perbankan di indonesia. Akuntabel, 18(3), 2021–2585. https://doi.org/10.29264/jakt.v18i3.10002

Ayusaleha, A. (2022). Diversifications, Bank Characteristics, and Profitability of Sharia Commercial Banks in Indonesia. Jurnal Ekonomi Syariah Teori Dan Terapan, 9(3). https://doi.org/https://doi.org/10.20473/vol9iss20223pp299-309

Balaj, D., & Rudhani, L. H. (2019). the Effect of Liquidity Risk on Financial Performance. Advances in Business-Related Scientific Research Journal, 10(2).

Bhatia, V., Basu, S., Mitra, S. K., & Dash, P. (2018). A review of bank efficiency and productivity. Opsearch, 55(3–4), 557–600. https://doi.org/10.1007/s12597-018-0332-2

Blatter, M., & Fuster, A. (2022). Scale effects on efficiency and profitability in the Swiss banking sector. Swiss Journal of Economics and Statistics, 158(1). https://doi.org/10.1186/s41937-022-00091-7

Boamah, N. A., Boakye-Dankwa, A., & Opoku, E. (2022). Risk-taking behavior, competition, diversification and performance of frontier and emerging economy banks. Asian Journal of Economics and Banking, 6(1), 50–68. https://doi.org/10.1108/ajeb-04-2021-0047

Bolarinwa, S. T., Olayeni, R. O., & Vo, X. V. (2021). Is there a nonlinear relationship between non-performing loans and bank profitability? Evidence from dynamic panel threshold. Managerial and Decision Economics, 42(3), 649–661. https://doi.org/https://doi.org/10.1002/mde.3262

Chiang, K. (2022). Measuring efficiency in a general production possibility set allowing for negative data: An extension and a focus on returns to scale. European Journal of Operational Research, 296(1), 267–276. https://doi.org/https://doi.org/10.1016/j.ejor.2021.03.061

Dewa Ayu Putu Mas Wiadnyan&Luh Gede Sri Artini. (2023). The Influence of NPL, BOPO, LDR, and ROA on Firm Value: Study of Banking Sub-Sector Companies on the Indonesia Stock Exchange 2019-2021. European Journal of Business and Management Research, 8(4). https://doi.org/10.24018/ejbmr

Diandian Ren; et al. (2022). Managed anonymity of CBDC, social welfare and taxation: A new monetarist perspective. Applied Economics, 55(42). https://doi.org/https://doi.org/10.1080/00036846.2022.2133896

Doaei, M. ; et al. (2015). Corporate diversification and efficiency of manufacturing firms listed in Bursa Malaysia. Iranian Journal of Management Studies, 8, 523–544.

Doan, T. T. T., & Bui, T. N. (2021). How does liquidity influence bank profitability? A panel data approach. Accounting, 7(1), 59–64. https://doi.org/10.5267/j.ac.2020.10.014

Du, K., Worthington, A. C., & Zelenyuk, V. (2017). Asset Diversification and Efficiency: Evidence from the Chinese Banking Sector. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.2908612

Egiyi & Regina. (2022). The Influence of Risk Management on Organizational Efficiency. 9, 10–15.

Fadilah, R. (2022). Efisiensi Kinerja Bank Umum Syariah di Indonesia Saat Covid-19 Dengan Pendekatan Data Envelopment Analysis. Jurnal Ekonomi Syariah Mulawarman, 1(1), 115–121.

Goldberg, R. C. & L. S. (2022). Bank complexity, governance, and risk. Journal of Banking & Finance, 134. https://doi.org/https://doi.org/10.1016/j.jbankfin.2020.106013.

Gržeta, I., Žiković, S., & Tomas Žiković, I. (2023). Size matters: analyzing bank profitability and efficiency under the Basel III framework. Financial Innovation, 9(1). https://doi.org/10.1186/s40854-022-00412-y

Guloglu & Ekinci. (2022). Liquidity measurement: A comparative review of the literature with a focus on high frequency. Journal Of Economic Surveys, 36, 41–74. https://onlinelibrary.wiley.com/doi/epdf/10.1111/joes.12440

Hasibuan, A. N. (2023). Financial performance analysis using value for money concept. Journal of Management Science (JMAS), 6(1), 25–29. www.exsys.iocspublisher.org/index.php/JMAS

Ji Wu; et al. (2020). Diversification, efficiency and risk of banks: Evidence from emerging economies. Emerging Markets Review, 45(100720). https://doi.org/https://doi.org/10.1016/j.ememar.2020.100720.

Kafidipe, A., Uwalomwa, U., Dahunsi, O., & Okeme, F. O. (2021). Corporate governance, risk management and financial performance of listed deposit money bank in Nigeria. Cogent Business and Management, 8(1). https://doi.org/10.1080/23311975.2021.1888679

Khalifaturofi’ah, S. O. (2023). Cost efficiency, innovation and financial performance of banks in Indonesia", Journal of Economic and Administrative Sciences, Vol. 39 No. 1, pp. 100-116. https://doi.org/10.1108/JEAS-07-2020-0124.

Kolia, D. L., & Papadopoulos, S. (2022). Integration in banking efficiency: a comparative analysis of the European Union, the Eurozone, and the United States banks. Journal of Capital Markets Studies, 6(1), 48–70. https://doi.org/10.1108/jcms-08-2021-0026

Kollmann, R. (2021). Liquidity traps in a world economy. Journal of Economic Dynamics and Control, 132, 104206. https://doi.org/10.1016/j.jedc.2021.104206

Lavoie, M., & Reissl, S. (2019). Further insights on endogenous money and the liquidity preference theory of interest. Journal of Post Keynesian Economics, 42(4), 503–526. https://doi.org/10.1080/01603477.2018.1548286

Lin, W., Panaretou, A., Pawlina, G., & Shakespeare, C. (2022). What can we learn about credit risk from debt valuation adjustments? Review of Accounting Studies. https://doi.org/10.1007/s11142-022-09705-0

Linawati, N., Moeljadi, Djumahir, & Aisjah, S. (2022). The effect of profitability and bank size on firm value sustainability: The mediating role of capital structure. Investment Management and Financial Innovations, 19(2), 331–343. https://doi.org/10.21511/imfi.19(2).2022.29

Martin Hodula, Z. K. & L. P. (2021). The relationship between capital and liquidity prudential instruments. Journal of Regulatory Economics, 59, 47–70.

Matthieu Gomez; et al. (2021). Banks’ exposure to interest rate risk and the transmission of monetary policy. Journal of Monetary Economics, 117, 543–570. https://doi.org/https://doi.org/10.1016/j.jmoneco.2020.03.011.

Mollah, M.A.S. and Rouf, M. A. (2022). The impact of intellectual capital on commercial banks’ performance: evidence from Bangladesh. Journal of Money and Business, 2(1), 82–93. https://doi.org/. https://doi.org/10.1108/JMB-07-2021-0024

Muarief, R., & Miranti, M. (2022). Efisiensi Perbankan Di Indonesia Dengan Metode Data Envelopment Analysis (Dea) Sebagai Pertimbangan Kinerja Perbankan. Jurnal Lentera Akuntansi, 7(2), 133. https://doi.org/10.34127/jrakt.v7i2.739

Mutarindwa, S., Siraj, I., & Stephan, A. (2021). Ownership and bank efficiency in Africa: True fixed effects stochastic frontier analysis. Journal of Financial Stability, 54, 100886. https://doi.org/10.1016/j.jfs.2021.100886

Panagiotis Avramidis, et al. (2021). The Role of Marketplace Lending in Credit Markets: Evidence from Bank Mergers. Management Science, 68(4). https://doi.org/https://doi.org/10.1287/mnsc.2021.3996 Abstract

Pham & Nguyen. (2023). Bank funding diversity, risk and profitability: Evidence from Vietnam in the context of the Covid-19 pandemic. Cogent Business & Management, 10(1). https://doi.org/https://doi.org/10.1080/23311975.2023.2191305

Pham, K.-D. M. N. N. T. L. V. Le. (2021). Financial crisis and diversification strategies: the impact on bank risk and performance. Economics and Business Letters, 10(3), 249–261. https://doi.org/10.17811/ebl.10.3.2021.249-261

Pratiwi, R., & Riduwan, A. (2021). Pengaruh Profitabilitas Dan Struktur Modal Pada Nilai Perusahaan. Jurnal Ilmu Dan Riset …, November. http://jurnalmahasiswa.stiesia.ac.id/index.php/jira/article/view/3818%0Ahttp://jurnalmahasiswa.stiesia.ac.id/index.php/jira/article/download/3818/3829

Robin, G. al. (2022). Predictable Financial Crises. The Journal Of The American Finance Association. https://doi.org/https://doi.org/10.1111/jofi.13105

Saif Ullah, et all. (2023). Determinants of bank’s efficiency in an emerging economy: A data envelopment analysis approach. https://doi.org/10.1371/journal.pone.0281663

Sante, Z. V., Murni, S., & Tulung, J. E. (2021). Pengaruh Risiko Kredit, Risiko Likuiditas dan Risiko Operasional Terhadap Profitabilitas Perusahaan Perbankan yang terdaftar di LQ45, buku III dan buku IV periode 2017-2019. Emba, 9(3), 1451–1462.

Sapci & Miles. (2019). Bank size, returns to scale, and cost efficiency,. Journal of Economics and Business, 105. https://doi.org/https://doi.org/10.1016/j.jeconbus.2019.04.003.

Shahriar, A., Mehzabin, S., Ahmed, Z., Döngül, E. S., & Azad, M. A. K. (2023). Bank stability, performance and efficiency: an experience from West Asian countries. IIM Ranchi Journal of Management Studies, 2(1), 31–47. https://doi.org/10.1108/irjms-02-2022-0017

Shakeb Akhtar;et al. (2021). Measuring the performance of the Indian banking industry: data envelopment window analysis approach. Benchmarking: An International Journal. https://www.emerald.com/insight/content/doi/10.1108/BIJ-03-2021-0115/full/html

Theunissen, L. O. &Petra. (2015). Reputations at risk: Engagement during social media crises. Public Relations Review, 41(1), 97–102. https://doi.org/https://doi.org/10.1016/j.pubrev.2014.10.015.

Thorsten, D. et al. (2023). Liquidity creation, investment, and growth. In Journal of Economic Growth (Vol. 28, Issue 2). Springer US. https://doi.org/10.1007/s10887-022-09217-1

Titus, O., & Akinlo, A. E. (2021). Does Bank Size affect Efficiency ? Evidence from Commercial Banks in Nigeria. Economic Policy, 8(1), 79–100.

Torluccio, E. O. et al. (2021). Market reaction to the expected loss model in banks. Journal of Financial Stability. https://doi.org/https://doi.org/10.1016/j.jfs.2021.100884

Utama, A. S., Rinofah, R., & Sari, P. P. (2022). Pengaruh Kecukupan Modal, Risiko Kredit t/erhadap Profitabilitas dengan Efisiensi sebagai Variabel Intervening. Al-Kharaj : Jurnal Ekonomi, Keuangan & Bisnis Syariah, 4(3), 943–961. https://doi.org/10.47467/alkharaj.v4i3.754

Wulan, M. A., & Buana, U. M. (2023). Analisis Keseimbangan Likuiditas Dan Rentabilitas Dalam. October.

Zhao, K., Pi, J., & Zhang, T. (2022). Evaluation of Innovation Efficiency on Chinese Commercial Banks under the Internet Finance: A DEA-Malmquist Index-Based Approach. Security and Communication Networks, 2022. https://doi.org/10.1155/2022/3866516

Published
2023-12-28
How to Cite
Indraswari, C. R., Sari, K., & Anggraeni, P. W. (2023). Exploring the Relationship Between Diversification, Risk Bank, Size Bank, and Liquidity; Evidence From Conventional Banking In Indonesia. EcceS: Economics Social and Development Studies, 10(2), 184-204. https://doi.org/10.24252/ecc.v10i2.41087
Section
Volume 10 Number 2, December 2023
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