IDEAS home Printed from https://ideas.repec.org/a/gam/jmathe/v11y2023i12p2761-d1173741.html
   My bibliography  Save this article

Optimization of Asset and Liability Management of Banks with Minimum Possible Changes

Author

Listed:
  • Pejman Peykani

    (School of Industrial Engineering, Iran University of Science and Technology, Tehran 1684613114, Iran)

  • Mostafa Sargolzaei

    (Department of Finance and Banking, Faculty of Management and Accounting, Allameh Tabataba’i University, Tehran 1489684511, Iran)

  • Mohammad Hashem Botshekan

    (Department of Finance and Banking, Faculty of Management and Accounting, Allameh Tabataba’i University, Tehran 1489684511, Iran)

  • Camelia Oprean-Stan

    (Faculty of Economic Sciences, Lucian Blaga University of Sibiu, 550324 Sibiu, Romania)

  • Amir Takaloo

    (Department of Finance and Banking, Faculty of Management and Accounting, Allameh Tabataba’i University, Tehran 1489684511, Iran)

Abstract

Asset-Liability Management (ALM) of banks is defined as simultaneous planning of all bank assets and liabilities under different conditions and its purpose is to maximize profits and minimize the risks in banks by optimizing the parameters in the balance sheet. Most of the studies `and proposed models in the ALM field are based on an objective function that maximizes bank profit. It is not easy to apply changes in these models in order to reach the optimal values of the parameters in the balance sheet. In this article, an attempt has been made to propose a linear model using constraints to achieve optimal values of balance sheet parameters using ALM objectives and considering balance sheet, system and regulatory constraints. It has also been tried to design the model according to the most possible mode and with the least changes and to minimize the size of the balance sheet. The analysis of the model presented in this article has been conducted using the parameters of the balance sheet and income statement of one of the famous Iranian banks. The results obtained from the proposed model show that the values of cash and receivables from banks and other credit institutions have decreased by 30% and increased by 200%, respectively, compared to the actual values of these parameters. Also, Total Income, Operating Income and Non-Operating Income have grown by 30% compared to the actual values of these parameters. Also, the values of a number of parameters are estimated to be zero after optimization. According to the results, it is obvious that the performance of bank managers, especially in the management of bank assets, is significantly different from the optimal values of the balance sheet, and the results obtained from the proposed model can help the management of banks as much as possible.

Suggested Citation

  • Pejman Peykani & Mostafa Sargolzaei & Mohammad Hashem Botshekan & Camelia Oprean-Stan & Amir Takaloo, 2023. "Optimization of Asset and Liability Management of Banks with Minimum Possible Changes," Mathematics, MDPI, vol. 11(12), pages 1-24, June.
  • Handle: RePEc:gam:jmathe:v:11:y:2023:i:12:p:2761-:d:1173741
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2227-7390/11/12/2761/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2227-7390/11/12/2761/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Cláudia Simões & Luís Oliveira & Jorge M. Bravo, 2021. "Immunization Strategies for Funding Multiple Inflation-Linked Retirement Income Benefits," Risks, MDPI, vol. 9(4), pages 1-28, March.
    2. Mohsin Ali & Nafis Alam & Mudeer Ahmed Khattak & Wajahat Azmi, 2022. "Bank Risk-Taking and Legal Origin: What Do We Know about Dual Banking Economies?," JRFM, MDPI, vol. 15(5), pages 1-13, May.
    3. Khanh Ngoc Nguyen, 2019. "Revenue Diversification, Risk and Bank Performance of Vietnamese Commercial Banks," JRFM, MDPI, vol. 12(3), pages 1-21, August.
    4. Iqbal Murtza & Ayesha Saadia & Rabia Basri & Azhar Imran & Abdullah Almuhaimeed & Abdulkareem Alzahrani, 2022. "Forex Investment Optimization Using Instantaneous Stochastic Gradient Ascent—Formulation of an Adaptive Machine Learning Approach," Sustainability, MDPI, vol. 14(22), pages 1-13, November.
    5. Jamie A. Anderson-Parson & Terrill R. Keasler & Robin T. Byerly, 2015. "Bond Indenture Consent Solicitations as a Debt Management Tool," IJFS, MDPI, vol. 3(3), pages 1-14, July.
    6. Francisco Zabala Aguayo & Beata Ślusarczyk, 2020. "Risks of Banking Services’ Digitalization: The Practice of Diversification and Sustainable Development Goals," Sustainability, MDPI, vol. 12(10), pages 1-10, May.
    7. Larissa M. Batrancea, 2022. "Determinants of Economic Growth across the European Union: A Panel Data Analysis on Small and Medium Enterprises," Sustainability, MDPI, vol. 14(8), pages 1-17, April.
    8. João Jungo & Mara Madaleno & Anabela Botelho, 2022. "The Effect of Financial Inclusion and Competitiveness on Financial Stability: Why Financial Regulation Matters in Developing Countries?," JRFM, MDPI, vol. 15(3), pages 1-20, March.
    9. Yujun Cui & Sean Geobey & Olaf Weber & Haiying Lin, 2018. "The Impact of Green Lending on Credit Risk in China," Sustainability, MDPI, vol. 10(6), pages 1-16, June.
    10. Pejman Peykani & Farhad Hosseinzadeh Lotfi & Seyed Jafar Sadjadi & Ali Ebrahimnejad & Emran Mohammadi, 2022. "Fuzzy chance-constrained data envelopment analysis: a structured literature review, current trends, and future directions," Fuzzy Optimization and Decision Making, Springer, vol. 21(2), pages 197-261, June.
    11. Ely, Regis A. & Tabak, Benjamin M. & Teixeira, Anderson M., 2021. "The transmission mechanisms of macroprudential policies on bank risk," Economic Modelling, Elsevier, vol. 94(C), pages 598-630.
    12. Van Dan Dang, 2019. "Should Vietnamese Banks Need More Equity? Evidence on Risk-Return Trade-Off in Dynamic Models of Banking," JRFM, MDPI, vol. 12(2), pages 1-13, May.
    13. Pablo Gemar & German Gemar & Vanesa Guzman-Parra, 2019. "Modeling the Sustainability of Bank Profitability Using Partial Least Squares," Sustainability, MDPI, vol. 11(18), pages 1-13, September.
    14. Toloo, Mehdi & Mensah, Emmanuel Kwasi & Salahi, Maziar, 2022. "Robust optimization and its duality in data envelopment analysis," Omega, Elsevier, vol. 108(C).
    15. Gabrel, Virginie & Murat, Cécile & Thiele, Aurélie, 2014. "Recent advances in robust optimization: An overview," European Journal of Operational Research, Elsevier, vol. 235(3), pages 471-483.
    16. Dat T. Nguyen & Tu D. Q. Le & Tin H. Ho, 2021. "Intellectual Capital and Bank Risk in Vietnam—A Quantile Regression Approach," JRFM, MDPI, vol. 14(1), pages 1-15, January.
    17. Chen Yang & Weitao Shen, 2022. "Non-Financial Enterprises’ Shadow Banking Business and Total Factor Productivity of Enterprises," Sustainability, MDPI, vol. 14(13), pages 1-19, July.
    18. Gastón Andrés Giordana & Ingmar Schumacher, 2017. "An Empirical Study on the Impact of Basel III Standards on Banks’ Default Risk: The Case of Luxembourg," JRFM, MDPI, vol. 10(2), pages 1-21, April.
    19. Hani El-Chaarani & Rebecca Abraham, 2022. "The Impact of Corporate Governance and Political Connectedness on the Financial Performance of Lebanese Banks during the Financial Crisis of 2019–2021," JRFM, MDPI, vol. 15(5), pages 1-18, April.
    20. Deb Narayan Barik & Siddhartha P. Chakrabarty, 2022. "Does limited liability reduce leveraged risk?: The case of loan portfolio management," Papers 2209.12636, arXiv.org.
    21. Nicholas Ngepah & Margarida Liandra Andrade da Silva & Charles Shaaba Saba, 2022. "The Impact of Commodity Price Shocks on Banking System Stability in Developing Countries," Economies, MDPI, vol. 10(4), pages 1-23, April.
    22. Pejman Peykani & Mohammad Namakshenas & Mojtaba Nouri & Neda Kavand & Mohsen Rostamy-Malkhalifeh, 2022. "A Possibilistic Programming Approach to Portfolio Optimization Problem Under Fuzzy Data," Contributions to Economics, in: M. Kenan Terzioğlu (ed.), Advances in Econometrics, Operational Research, Data Science and Actuarial Studies, pages 377-387, Springer.
    23. Oguzsoy, Cemal Berk & Guven, Sibel, 1997. "Bank asset and liability management under uncertainty," European Journal of Operational Research, Elsevier, vol. 102(3), pages 575-600, November.
    24. Lorna Katusiime, 2021. "COVID 19 and Bank Profitability in Low Income Countries: The Case of Uganda," JRFM, MDPI, vol. 14(12), pages 1-19, December.
    25. Freeman Brobbey Owusu & Abdul Latif Alhassan, 2021. "Asset‐Liability Management and bank profitability: Statistical cost accounting analysis from an emerging market," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(1), pages 1488-1502, January.
    26. Suzan Dsouza & Mustafa Raza Rabbani & Iqbal Thonse Hawaldar & Ajay Kumar Jain, 2022. "Impact of Bank Efficiency on the Profitability of the Banks in India: An Empirical Analysis Using Panel Data Approach," IJFS, MDPI, vol. 10(4), pages 1-18, October.
    27. Zhikang Xie & Xinglin Liu & Hina Najam & Qinghua Fu & Jawad Abbas & Ubaldo Comite & Laura Mariana Cismas & Andra Miculescu, 2022. "Achieving Financial Sustainability through Revenue Diversification: A Green Pathway for Financial Institutions in Asia," Sustainability, MDPI, vol. 14(6), pages 1-16, March.
    28. Jian Pan & Qingxian Xiao, 2017. "Optimal mean–variance asset-liability management with stochastic interest rates and inflation risks," Mathematical Methods of Operations Research, Springer;Gesellschaft für Operations Research (GOR);Nederlands Genootschap voor Besliskunde (NGB), vol. 85(3), pages 491-519, June.
    29. Simona Galletta & Sebastiano Mazzù, 2019. "Liquidity Risk Drivers and Bank Business Models," Risks, MDPI, vol. 7(3), pages 1-18, August.
    30. T Bhaskar & R Sundararajan & P G Krishnan, 2009. "A fuzzy mathematical programming approach for cross-sell optimization in retail banking," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(5), pages 717-727, May.
    31. Wu, Ji & Yao, Yao & Chen, Minghua & Jeon, Bang Nam, 2020. "Economic uncertainty and bank risk: Evidence from emerging economies," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 68(C).
    32. Gülpinar, Nalan & Pachamanova, Dessislava, 2013. "A robust optimization approach to asset-liability management under time-varying investment opportunities," Journal of Banking & Finance, Elsevier, vol. 37(6), pages 2031-2041.
    33. Mariña Martínez-Malvar & Laura Baselga-Pascual, 2020. "Bank Risk Determinants in Latin America," Risks, MDPI, vol. 8(3), pages 1-20, September.
    34. Zbigniew Korzeb & Paweł Niedziółka, 2021. "Determinants of Differentiation of Cost of Risk (CoR) among Polish Banks during COVID-19 Pandemic," JRFM, MDPI, vol. 14(3), pages 1-12, March.
    35. Stefano Sgambati, 2019. "The art of leverage: a study of bank power, money-making and debt finance," Review of International Political Economy, Taylor & Francis Journals, vol. 26(2), pages 287-312, March.
    36. Suren Pakhchanyan, 2016. "Operational Risk Management in Financial Institutions: A Literature Review," IJFS, MDPI, vol. 4(4), pages 1-21, October.
    37. Ahmadyan , Azam & Shahchera , Mahshid, 2018. "Effect of Asset and Liability Management on Liquidity Risk of Iranian Banks," Journal of Money and Economy, Monetary and Banking Research Institute, Central Bank of the Islamic Republic of Iran, vol. 13(1), pages 107-123, January.
    38. Larissa M. Batrancea & Alin Fetita, 2023. "Empirical Research Study on the Determinants of Market Indicators for 41 Financial Institutions," JRFM, MDPI, vol. 16(2), pages 1-11, January.
    39. Ferstl, Robert & Weissensteiner, Alex, 2011. "Asset-liability management under time-varying investment opportunities," Journal of Banking & Finance, Elsevier, vol. 35(1), pages 182-192, January.
    40. Larissa M. Batrancea & Mehmet Ali Balcı & Leontina Chermezan & Ömer Akgüller & Ema Speranta Masca & Lucian Gaban, 2022. "Sources of SMEs Financing and Their Impact on Economic Growth across the European Union: Insights from a Panel Data Study Spanning Sixteen Years," Sustainability, MDPI, vol. 14(22), pages 1-18, November.
    41. Aysa Siddika & Razali Haron, 2019. "Capital regulation and ownership structure on bank risk," Journal of Financial Regulation and Compliance, Emerald Group Publishing Limited, vol. 28(1), pages 39-56, October.
    42. Bai, Haifeng & Ba, Shusong & Huang, Wenli & Hu, Wentao, 2020. "Expected government support and bank risk-taking: Evidence from China," Finance Research Letters, Elsevier, vol. 36(C).
    43. Seksak Jumreornvong & Chanakarn Chakreyavanich & Sirimon Treepongkaruna & Pornsit Jiraporn, 2018. "Capital Adequacy, Deposit Insurance, and the Effect of Their Interaction on Bank Risk," JRFM, MDPI, vol. 11(4), pages 1-18, November.
    44. Wu, Ji & Chen, Limei & Chen, Minghua & Jeon, Bang Nam, 2020. "Diversification, efficiency and risk of banks: Evidence from emerging economies," Emerging Markets Review, Elsevier, vol. 45(C).
    45. Habib-ur Rahman & Muhammad Waqas Yousaf & Nageena Tabassum, 2020. "Bank-Specific and Macroeconomic Determinants of Profitability: A Revisit of Pakistani Banking Sector under Dynamic Panel Data Approach," IJFS, MDPI, vol. 8(3), pages 1-19, July.
    46. M. C. Chiu & D. Li, 2009. "Asset-Liability Management Under the Safety-First Principle," Journal of Optimization Theory and Applications, Springer, vol. 143(3), pages 455-478, December.
    47. Ömer Akgüller & Mehmet Ali Balcı & Larissa M. Batrancea & Lucian Gaban, 2023. "Path-Based Visibility Graph Kernel and Application for the Borsa Istanbul Stock Network," Mathematics, MDPI, vol. 11(6), pages 1-25, March.
    48. Igan, Deniz & Mirzaei, Ali, 2020. "Does going tough on banks make the going get tough? Bank liquidity regulations, capital requirements, and sectoral activity," Journal of Economic Behavior & Organization, Elsevier, vol. 177(C), pages 688-726.
    49. Alin Marius Andries & Elena Galasan, 2020. "Measuring Financial Contagion and Spillover Effects with a State-Dependent Sensitivity Value-at-Risk Model," Risks, MDPI, vol. 8(1), pages 1-20, January.
    50. Sana Braiek & Rihab Bedoui & Lotfi Belkacem, 2022. "Islamic portfolio optimization under systemic risk: Vine Copula‐CoVaR based model," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 1321-1339, January.
    51. Parminder Varma & Shivinder Nijjer & Kiran Sood & Simon Grima & Ramona Rupeika-Apoga, 2022. "Thematic Analysis of Financial Technology (Fintech) Influence on the Banking Industry," Risks, MDPI, vol. 10(10), pages 1-17, September.
    52. Lkhagvadorj Munkhdalai & Tsendsuren Munkhdalai & Oyun-Erdene Namsrai & Jong Yun Lee & Keun Ho Ryu, 2019. "An Empirical Comparison of Machine-Learning Methods on Bank Client Credit Assessments," Sustainability, MDPI, vol. 11(3), pages 1-23, January.
    53. Giuseppe Orlando & Edward Bace, 2021. "Challenging Times for Insurance, Banking and Financial Supervision in Saudi Arabia (KSA)," Administrative Sciences, MDPI, vol. 11(3), pages 1-28, June.
    54. Gabriele Angori & David Aristei & Manuela Gallo, 2019. "Determinants of Banks’ Net Interest Margin: Evidence from the Euro Area during the Crisis and Post-Crisis Period," Sustainability, MDPI, vol. 11(14), pages 1-20, July.
    55. Eunjung Yeo & Jooyong Jun, 2020. "Peer-to-Peer Lending and Bank Risks: A Closer Look," Sustainability, MDPI, vol. 12(15), pages 1-17, July.
    56. Naseem Al Rahahleh & M. Ishaq Bhatti & Faridah Najuna Misman, 2019. "Developments in Risk Management in Islamic Finance: A Review," JRFM, MDPI, vol. 12(1), pages 1-22, February.
    57. Kim Long Tran & Hoang Anh Le & Thanh Hien Nguyen & Duc Trung Nguyen, 2022. "Explainable Machine Learning for Financial Distress Prediction: Evidence from Vietnam," Data, MDPI, vol. 7(11), pages 1-12, November.
    58. Martin Leo & Suneel Sharma & K. Maddulety, 2019. "Machine Learning in Banking Risk Management: A Literature Review," Risks, MDPI, vol. 7(1), pages 1-22, March.
    59. Ramez Abubakr Badeeb & Hooi Hooi Lean, 2017. "Natural Resources and Productivity: Can Banking Development Mitigate the Curse?," Economies, MDPI, vol. 5(2), pages 1-14, April.
    60. Mete Feridun & Hasan Güngör, 2020. "Climate-Related Prudential Risks in the Banking Sector: A Review of the Emerging Regulatory and Supervisory Practices," Sustainability, MDPI, vol. 12(13), pages 1-20, July.
    61. Nicola, Giancarlo & Cerchiello, Paola & Aste, Tomaso, 2020. "Information network modeling for U.S. banking systemic risk," LSE Research Online Documents on Economics 107563, London School of Economics and Political Science, LSE Library.
    62. Pejman Peykani & Jafar Gheidar-Kheljani & Reza Farzipoor Saen & Emran Mohammadi, 2022. "Generalized robust window data envelopment analysis approach for dynamic performance measurement under uncertain panel data," Operational Research, Springer, vol. 22(5), pages 5529-5567, November.
    63. Deb Narayan Barik & Siddhartha P. Chakrabarty, 2022. "Does Limited Liability Reduce Leveraged Risk?: The Case of Loan Portfolio Management," JRFM, MDPI, vol. 15(11), pages 1-15, November.
    64. Mohammed Mizanur Rahman & Munni Begum & Badar Nadeem Ashraf & Md. Abdul Kaium Masud, 2020. "Does Trade Openness Affect Bank Risk-Taking Behavior? Evidence from BRICS Countries," Economies, MDPI, vol. 8(3), pages 1-30, September.
    65. Xing Zhang & Fengchao Li & Zhen Li & Yingying Xu, 2018. "Macroprudential Policy, Credit Cycle, and Bank Risk-Taking," Sustainability, MDPI, vol. 10(10), pages 1-18, October.
    66. Faisal Abbas & Shahid Iqbal & Bilal Aziz, 2020. "The Role of Bank Liquidity and Bank Risk in Determining Bank Capital: Empirical Analysis of Asian Banking Industry," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 23(03), pages 1-21, September.
    67. de Andrés, J. & Angla, J. & Cámara, X. & Molina, M. C. & Sardà, S., 2003. "Asset Liability Management In Bank Portfolios With Fuzzy Linear Programming," Fuzzy Economic Review, International Association for Fuzzy-set Management and Economy (SIGEF), vol. 0(2), pages 55-71, November.
    68. Jayakumar, Manju & Pradhan, Rudra P. & Dash, Saurav & Maradana, Rana P. & Gaurav, Kunal, 2018. "Banking competition, banking stability, and economic growth: Are feedback effects at work?," Journal of Economics and Business, Elsevier, vol. 96(C), pages 15-41.
    69. Faozi A. Almaqtari & Eissa A. Al‐Homaidi & Mosab I. Tabash & Najib H. Farhan, 2019. "The determinants of profitability of Indian commercial banks: A panel data approach," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 24(1), pages 168-185, January.
    70. Shi Chen & Fu-Wei Huang & Jyh-Horng Lin, 2022. "Borrowing-Firm Emission Trading, Bank Rate-Setting Behavior, and Carbon-Linked Lending under Capital Regulation," Sustainability, MDPI, vol. 14(11), pages 1-14, May.
    71. Ahmed A. Elamer & Collins G. Ntim & Hussein A. Abdou & Alaa Mansour Zalata & Mohamed Elmagrhi, 2019. "The impact of multi-layer governance on bank risk disclosure in emerging markets: the case of Middle East and North Africa," Accounting Forum, Taylor & Francis Journals, vol. 43(2), pages 246-281, April.
    72. Ewa Miklaszewska & Krzysztof Kil & Marcin Idzik, 2021. "How the COVID-19 Pandemic Affects Bank Risks and Returns: Evidence from EU Members in Central, Eastern, and Northern Europe," Risks, MDPI, vol. 9(10), pages 1-22, October.
    73. Nafis Alam & Ganesh Sivarajah & Muhammad Ishaq Bhatti, 2021. "Do Deposit Insurance Systems Promote Banking Stability?," IJFS, MDPI, vol. 9(3), pages 1-22, September.
    74. Badar Nadeem Ashraf & Sidra Arshad & Yuancheng Hu, 2016. "Capital Regulation and Bank Risk-Taking Behavior: Evidence from Pakistan," IJFS, MDPI, vol. 4(3), pages 1-20, August.
    75. Elnahass, Marwa & Trinh, Vu Quang & Li, Teng, 2021. "Global banking stability in the shadow of Covid-19 outbreak," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 72(C).
    76. Pedro Guerra & Mauro Castelli, 2021. "Machine Learning Applied to Banking Supervision a Literature Review," Risks, MDPI, vol. 9(7), pages 1-24, July.
    77. Waqas Munir & Kevin P. Gallagher, 2020. "Scaling Up for Sustainable Development: Benefits and Costs of Expanding and Optimizing Balance Sheet in the Multilateral Development Banks," Journal of International Development, John Wiley & Sons, Ltd., vol. 32(2), pages 222-243, March.
    78. Ebenezer Fiifi Emire Atta Mills & Bo Yu & Kailin Zeng, 2019. "Satisfying Bank Capital Requirements: A Robustness Approach in a Modified Roy Safety-First Framework," Mathematics, MDPI, vol. 7(7), pages 1-20, July.
    79. Pejman Peykani & Mostafa Sargolzaei & Amir Takaloo & Shahla Valizadeh, 2023. "The Effects of Monetary Policy on Macroeconomic Variables through Credit and Balance Sheet Channels: A Dynamic Stochastic General Equilibrium Approach," Sustainability, MDPI, vol. 15(5), pages 1-21, March.
    80. Sichong Chen & Muhammad Imran Nazir & Shujahat Haider Hashmi & Ruqia Shaikh, 2019. "Bank Competition, Foreign Bank Entry, and Risk-Taking Behavior: Cross Country Evidence," JRFM, MDPI, vol. 12(3), pages 1-26, June.
    81. Xuelian Li & Tinghui Lu & Jyh-Horng Lin, 2022. "Bank Interest Margin and Green Lending Policy under Sunflower Management," Sustainability, MDPI, vol. 14(14), pages 1-15, July.
    82. Shoaib Nisar & Ke Peng & Susheng Wang & Badar Nadeem Ashraf, 2018. "The Impact of Revenue Diversification on Bank Profitability and Stability: Empirical Evidence from South Asian Countries," IJFS, MDPI, vol. 6(2), pages 1-25, April.
    83. Larissa M. Batrancea & Mehmet Ali Balcı & Ömer Akgüller & Lucian Gaban, 2022. "What Drives Economic Growth across European Countries? A Multimodal Approach," Mathematics, MDPI, vol. 10(19), pages 1-20, October.
    84. Larissa Batrancea & Malar Mozhi Rathnaswamy & Ioan Batrancea, 2021. "A Panel Data Analysis of Economic Growth Determinants in 34 African Countries," JRFM, MDPI, vol. 14(6), pages 1-15, June.
    85. Badar Nadeem Ashraf & Sidra Arshad & Liang Yan, 2017. "Trade Openness and Bank Risk-Taking Behavior: Evidence from Emerging Economies," JRFM, MDPI, vol. 10(3), pages 1-18, July.
    86. Fatemeh Sadat Seyed Esmaeili & Mohsen Rostamy-Malkhalifeh & Farhad Hosseinzadeh Lotfi, 2021. "A hybrid approach using data envelopment analysis, interval programming and robust optimisation for performance assessment of hotels under uncertainty," International Journal of Management and Decision Making, Inderscience Enterprises Ltd, vol. 20(3), pages 308-322.
    87. Sagara Dewasurendra & Pedro Judice & Qiji Zhu, 2019. "The Optimum Leverage Level of the Banking Sector," Risks, MDPI, vol. 7(2), pages 1-30, May.
    88. Shailesh Rastogi & Rajani Gupte & R. Meenakshi, 2021. "A Holistic Perspective on Bank Performance Using Regulation, Profitability, and Risk-Taking with a View on Ownership Concentration," JRFM, MDPI, vol. 14(3), pages 1-22, March.
    89. 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.
    90. Nikita Moiseev & Aleksander Sorokin & Natalya Zvezdina & Alexey Mikhaylov & Lyubov Khomyakova & Mir Sayed Shah Danish, 2021. "Credit Risk Theoretical Model on the Base of DCC-GARCH in Time-Varying Parameters Framework," Mathematics, MDPI, vol. 9(19), pages 1-12, September.
    91. Barros, C.P. & Emrouznejad, Ali, 2016. "Assessing productive efficiency of banks using integrated Fuzzy-DEA and bootstrapping: A case of Mozambican banksAuthor-Name: Wanke, Peter," European Journal of Operational Research, Elsevier, vol. 249(1), pages 378-389.
    92. Yang Wang & Yumeng Zhang & Mengyu Bi & Jianhui Lai & Yanyan Chen, 2022. "A Robust Optimization Method for Location Selection of Parcel Lockers under Uncertain Demands," Mathematics, MDPI, vol. 10(22), pages 1-15, November.
    93. Theodosios Anagnostopoulos & Antonis Skouloudis & Nadeem Khan & Konstantinos Evangelinos, 2018. "Incorporating Sustainability Considerations into Lending Decisions and the Management of Bad Loans: Evidence from Greece," Sustainability, MDPI, vol. 10(12), pages 1-16, December.
    94. Giuseppe Montesi & Giovanni Papiro & Massimiliano Fazzini & Alessandro Ronga, 2020. "Stochastic Optimization System for Bank Reverse Stress Testing," JRFM, MDPI, vol. 13(8), pages 1-44, August.
    95. Botshekan , Mohammad Hashem & Takaloo , Amir & H. soureh , Reza & Abdollahi Poor , Mohammad Sadegh, 2021. "Global Economic Policy Uncertainty (GEPU) and Non-Performing Loans (NPL) in Iran's Banking System: Dynamic Correlation using the DCC-GARCH Approach," Journal of Money and Economy, Monetary and Banking Research Institute, Central Bank of the Islamic Republic of Iran, vol. 16(2), pages 187-212, June.
    96. Fisnik Doko & Slobodan Kalajdziski & Igor Mishkovski, 2021. "Credit Risk Model Based on Central Bank Credit Registry Data," JRFM, MDPI, vol. 14(3), pages 1-17, March.
    97. Hulusi Inanoglu & Michael Jacobs, 2009. "Models for Risk Aggregation and Sensitivity Analysis: An Application to Bank Economic Capital," JRFM, MDPI, vol. 2(1), pages 1-72, December.
    98. Harkin, S.M. & Mare, D.S. & Crook, J.N., 2020. "Independence in bank governance structure: Empirical evidence of effects on bank risk and performance," Research in International Business and Finance, Elsevier, vol. 52(C).
    99. Quaranta, Anna Grazia & Zaffaroni, Alberto, 2008. "Robust optimization of conditional value at risk and portfolio selection," Journal of Banking & Finance, Elsevier, vol. 32(10), pages 2046-2056, October.
    100. Kun Huang & Qiuge Yao & Chong Li, 2019. "Impacts of Financial Market Shock on Bank Asset Allocation from the Perspective of Financial Characteristics of Banks," IJFS, MDPI, vol. 7(2), pages 1-15, June.
    101. Hai Long Pham & Kevin James Daly, 2020. "The Impact of BASEL Accords on the Management of Vietnamese Commercial Banks," JRFM, MDPI, vol. 13(10), pages 1-13, September.
    102. Dimitris Gavalas & Theodore Syriopoulos, 2014. "Bank Credit Risk Management and Rating Migration Analysis on the Business Cycle," IJFS, MDPI, vol. 2(1), pages 1-22, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Vera Mirović & Branimir Kalaš & Nada Milenković & Jelena Andrašić & Miloš Đaković, 2024. "Modelling Profitability Determinants in the Banking Sector: The Case of the Eurozone," Mathematics, MDPI, vol. 12(6), pages 1-17, March.

    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. Md. Abu Issa Gazi & Md. Nahiduzzaman & Iman Harymawan & Abdullah Al Masud & Bablu Kumar Dhar, 2022. "Impact of COVID-19 on Financial Performance and Profitability of Banking Sector in Special Reference to Private Commercial Banks: Empirical Evidence from Bangladesh," Sustainability, MDPI, vol. 14(10), pages 1-23, May.
    2. Pejman Peykani & Mostafa Sargolzaei & Amir Takaloo & Shahla Valizadeh, 2023. "The Effects of Monetary Policy on Macroeconomic Variables through Credit and Balance Sheet Channels: A Dynamic Stochastic General Equilibrium Approach," Sustainability, MDPI, vol. 15(5), pages 1-21, March.
    3. Faisal Abbas & Shoaib Ali, 2022. "Dynamics of diversification and banks' risk‐taking and stability: Empirical analysis of commercial banks," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(4), pages 1000-1014, June.
    4. Olga Miroshnichenko & Elena Iakovleva & Natalia Voronova, 2022. "Banking Sector Profitability: Does Household Income Matter?," Sustainability, MDPI, vol. 14(6), pages 1-19, March.
    5. Christopher Gan, 2020. "Editorial for the Special Issue on Commercial Banking," JRFM, MDPI, vol. 13(6), pages 1-3, June.
    6. Vera Mirovic & Branimir Kalas & Ines Djokic & Nikola Milicevic & Nenad Djokic & Milos Djakovic, 2023. "Green Loans in Bank Portfolio: Financial and Marketing Implications," Sustainability, MDPI, vol. 15(7), pages 1-14, March.
    7. Shabir, Mohsin & Jiang, Ping & Bakhsh, Satar & Zhao, Zhongxiu, 2021. "Economic policy uncertainty and bank stability: Threshold effect of institutional quality and competition," Pacific-Basin Finance Journal, Elsevier, vol. 68(C).
    8. Changjun Zheng & Shiying Chen & Zhenhuan Dong, 2021. "Economic Fluctuation, Local Government Bond Risk and Risk-Taking of City Commercial Banks," Sustainability, MDPI, vol. 13(17), pages 1-26, September.
    9. Małgorzata Wosiek, 2023. "Unemployment and Enterprise Births in European Countries: A Sectoral Approach," Sustainability, MDPI, vol. 15(2), pages 1-17, January.
    10. Changjun Zheng & Shumaila Meer Perhiar & Naeem Gul Gilal & Faheem Gul Gilal, 2019. "Loan Loss Provision and Risk-Taking Behavior of Commercial Banks in Pakistan: A Dynamic GMM Approach," Sustainability, MDPI, vol. 11(19), pages 1-17, September.
    11. Doumpos, Michalis & Zopounidis, Constantin & Gounopoulos, Dimitrios & Platanakis, Emmanouil & Zhang, Wenke, 2023. "Operational research and artificial intelligence methods in banking," European Journal of Operational Research, Elsevier, vol. 306(1), pages 1-16.
    12. Olaf Weber & Rezaul Karim Chowdury, 2020. "Corporate Sustainability in Bangladeshi Banks: Proactive or Reactive Ethical Behavior?," Sustainability, MDPI, vol. 12(19), pages 1-18, September.
    13. Kamer-Ainur Aivaz & Ionela Florea Munteanu & Flavius Valentin Jakubowicz, 2023. "Bitcoin in Conventional Markets: A Study on Blockchain-Induced Reliability, Investment Slopes, Financial and Accounting Aspects," Mathematics, MDPI, vol. 11(21), pages 1-20, November.
    14. Tu T. T. Tran & Yen Thi Nguyen, 2021. "Restructuring Measurements Impact on Bank Risk After the Global Financial Crisis — Empirical Evidence from Vietnam," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 24(03), pages 1-28, September.
    15. Whelsy Boungou & Charles Mawusi, 2021. "Economic Policy Uncertainty and Banks' Interest Income: Empirical Evidence from an International Panel Dataset," Economics Bulletin, AccessEcon, vol. 41(3), pages 2003-2011.
    16. Shabir, Mohsin & Jiang, Ping & Wang, Wenhao & Işık, Özcan, 2023. "COVID-19 pandemic impact on banking sector: A cross-country analysis," Journal of Multinational Financial Management, Elsevier, vol. 67(C).
    17. Ashraf, Badar Nadeem & Zheng, Changjun & Jiang, Chonghui & Qian, Ningyu, 2020. "Capital regulation, deposit insurance and bank risk: International evidence from normal and crisis periods," Research in International Business and Finance, Elsevier, vol. 52(C).
    18. Pejman Peykani & Mojtaba Nouri & Mir Saman Pishvaee & Camelia Oprean-Stan & Emran Mohammadi, 2023. "Credibilistic Multi-Period Mean-Entropy Rolling Portfolio Optimization Problem Based on Multi-Stage Scenario Tree," Mathematics, MDPI, vol. 11(18), pages 1-23, September.
    19. Anil Kumar & Suneel Sharma & Mehregan Mahdavi, 2021. "Machine Learning (ML) Technologies for Digital Credit Scoring in Rural Finance: A Literature Review," Risks, MDPI, vol. 9(11), pages 1-15, October.
    20. Irena Pyka & Aleksandra Nocoń, 2021. "Bank Risk Capital and Its Effectiveness in Selected Euro Area Banking Sectors," JRFM, MDPI, vol. 14(11), pages 1-18, November.

    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:gam:jmathe:v:11:y:2023:i:12:p:2761-:d:1173741. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.