Benchmarking Methodology of Banks Based on Financial Sustainability Using CRITIC and RAFSI Techniques
DOI:
https://doi.org/10.31181/dmame712024945Keywords:
Financial risk, MCDM, CRITIC, RAFSI, Financial sustainabilityAbstract
This study aims to determine the influence of financial risks on the financial sustainability of Iraq banks, in contrast considering the moderator role of financial expertise and the risk of directors’ riskiest directorships. Moreover, the investment attractiveness has also been accounted for specifying the mediating impact between the moderator variables and financial sustainability. Robust random effect model was employed to investigate the determinants of financial sustainability for the listed banks on the Iraqi stock trade and the Iraqi financial marketplace. In addition, multicriteria decision-making techniques were utilized to rank the banks from the best to worst based on financial sustainability. This study has examined 19 Iraqi banks over 14 years from 2007 to 2020 (266 observations), during the development of the Iraqi corporate governance cod. The findings indicate that financial risk has a negative influence on the financial sustainability of Iraq. Furthermore, the link between financial risks and financial sustainability is fully mediated by investment attractiveness. In this context, financial expertise and the relinquishing of directors’ riskiest directorships have an interactive role in the link among investment attractiveness and financial sustainability indicators. Multi-criteria decision making (MCDM) results revealed that the best bank in terms of financial sustainability is BTRI and the worst bank is BNOR. The findings enable managers to develop strategies to mitigate financial risk in phases and prepare for future unpredicted risks. Hence, the results provided an insight to practitioners regarding the best banks in terms of financial sustainability in order to invest and deal with them.
Downloads
References
Imhanzenobe, J. (2020). Managers’ financial practices and financial sustainability of Nigerian manufacturing companies: Which ratios matter most? Cogent Economics & Finance, 8(1), 1-23. https://doi.org/10.1080/23322039.2020.1724241
Elzahaby, M.A. (2021), "How firms' performance mediates the relationship between corporate governance quality and earnings quality?", Journal of Accounting in Emerging Economies, 11(2), 278-311. https://doi.org/10.1108/JAEE-09-2018-0100
Kuswanto, H. (2017). An Approach to Measure Financial Risk Relative Indices: A Case Study of Indonesian Insurance Companies. In Risk Management, Strategic Thinking and Leadership in the Financial Services Industry (pp. 159-173). Springer, Cham. https://doi.org/10.1007/978-3-319-47172-3_11
Khaw, K. W., Alnoor, A., Al-Abrrow, H., Tiberius, V., Ganesan, Y., & Atshan, N. A. (2023c). Reactions towards organizational change: a systematic literature review. Current Psychology, 42(1), 19137–19160. https://doi.org/10.1007/s12144-022-03070-6
Nicola, M., Alsafi, Z., Sohrabi, C., Kerwan, A., Al-Jabir, A., Iosifidis, C., & Agha, R. (2020). The socio-economic implications of the coronavirus and COVID-19 pandemic: a review. International Journal of Surgery, 78(7), 185-193. https://doi.org/10.1016/j.ijsu.2020.04.018
Abbas, S., Hadi, A. A., Abdullah, H. O., Alnoor, A., Khattak, Z. Z., & Khaw, K. W. (2022). Encountering Covid-19 and perceived stress and the role of a health climate among medical workers. Current Psychology, 41(12): 9109-9122. https://doi.org/10.1007/s12144-021-01381-8
AL‐Abrrow, H., Al‐Maatoq, M., Alharbi, R. K., Alnoor, A., Abdullah, H. O., Abbas, S., & Khattak, Z. Z. (2021). Understanding employees’ responses to the COVID‐19 pandemic: The attractiveness of healthcare jobs. Global Business and Organizational Excellence, 40(2), 19-33. https://doi.org/10.1002/joe.22070
Abdullah, M. (2021). The implication of machine learning for financial solvency prediction: an empirical analysis on public listed companies of Bangladesh. Journal of Asian Business and Economic Studies, 28(4), 303-320. https://doi.org/10.1108/JABES-11-2020-0128
Al-Gamrh, B., Ku Ismail, K.N.I., Ahsan, T. and Alquhaif, A. (2020). Investment opportunities, corporate governance quality, and firm performance in the UAE. Journal of Accounting in Emerging Economies, 10(2), 261-276. https://doi.org/10.1108/JAEE-12-2018-0134
Aymen, R. A., Alhamzah, A., & Bilal, E. (2019). A multi-level study of influence financial knowledge management small and medium enterprises. Polish Journal of Management Studies, 19(1), 21-31. https://doi.org/10.17512/pjms.2019.19.1.02
Rodríguez Bolívar, M. P., Navarro Galera, A., Alcaide Muñoz, L., & López Subirés, M. D. (2016). Risk factors and drivers of financial sustainability in local government: An empirical study. Local Government Studies, 42(1), 29-51. https://doi.org/10.1080/03003930.2015.1061506
Alzahrani, F. A., Ghorui, N., Gazi, K. H., Giri, B. C., Ghosh, A., & Mondal, S. P. (2023). Optimal site selection for women university using neutrosophic multi-criteria decision making approach. Buildings, 2023, 13(1), 152-188. https://doi.org/10.3390/buildings13010152
Gazi, K. H., Mondal, S. P., Chatterjee, B., Ghorui, N., Ghosh, A., & De, D. (2023). A new synergistic strategy for ranking restaurant locations: A decision-making approach based on the hexagonal fuzzy numbers. RAIRO-Operations Research, 57(2), 571-608. https://doi.org/10.1051/ro/2023025
Momena, A. F., Mandal, S., Gazi, K. H., Giri, B. C., & Mondal, S. P. (2023). Prediagnosis of Disease Based on Symptoms by Generalized Dual Hesitant Hexagonal Fuzzy Multi-Criteria Decision-Making Techniques. Systems, 11(5), 231-269. https://doi.org/10.3390/systems11050231
Adhikari, D., Gazi, K. H., Giri, B. C., Azizzadeh, F., & Mondal, S. P. (2023). Empowerment of women in India as different perspectives based on the AHP-TOPSIS inspired multi-criterion decision making method. Results in Control and Optimization, 12(9), 1-24. https://doi.org/10.1016/j.rico.2023.100271
Faris, M., Mahmud, M. N., Salleh, M. F. M., & Alnoor, A. (2023). Wireless sensor network security: A recent review based on state-of-the-art works. International Journal of Engineering Business Management, 15(1), 1-29. https://doi.org/10.1177/18479790231157220
Khaw, K. W., Alnoor, A., Al-Abrrow, H., Chew, X., Sadaa, A. M., Abbas, S., & Khattak, Z. Z. (2022). Modelling and evaluating trust in mobile commerce: a hybrid three stage Fuzzy Delphi, structural equation modeling, and neural network approach. International Journal of Human–Computer Interaction, 38(16), 1529-1545. https://doi.org/10.1080/10447318.2021.2004700
Alnoor, A., Abdullah, H. O., AL-Abrrow, H., Wah Khaw, K., Al-Awidi, I. A., Abbas, S., & Omrane, A. (2022a). A Fuzzy Delphi analytic job demands-resources model to rank factors influencing open innovation. Transnational Corporations Review, 14(2), 178-192. https://doi.org/10.1080/19186444.2021.1956854
Abbas, S., Alnoor, A., Yin, T. S., Sadaa, A. M., Muhsen, Y. R., Khaw, K. W., & Ganesan, Y. (2023). Antecedents of Trustworthiness of Social Commerce Platforms: A Case of Rural Communities Using Multi Group SEM & MCDM Methods. Electronic Commerce Research and Applications, 62(11), 1-20. https://doi.org/10.1016/j.elerap.2023.101322
Alnoor, A., Khaw, K. W., Chew, X., Abbas, S., & Khattak, Z. Z. (2023a). The influence of the barriers of hybrid strategy on strategic competitive priorities: evidence from oil companies. Global Journal of Flexible Systems Management, 24(2), 179-198. https://doi.org/10.1007/s40171-022-00335-8
Saleh, M.W.A., Shurafa, R., Shukeri, S.N., Nour, A.I. and Maigosh, Z.S. (2020). The effect of board multiple directorships and CEO characteristics on firm performance: evidence from Palestine. Journal of Accounting in Emerging Economies, 10(4), 637-654. https://doi.org/10.1108/JAEE-12-2019-0231
Alnoor, A., & Wah, K. K. (2023). How content factors for the hybrid strategy affect the strategic performance of international oil companies. International Journal of Management and Decision Making, 22(2), 182-195. https://doi.org/10.1504/IJMDM.2023.129838
Aliyu, U.S. (2019). Board characteristic and corporate environmental reporting in Nigeria. Asian Journal of Accounting Research, 4(1), 2-17. https://doi.org/10.1108/AJAR-09-2018-0030
Din, S.U., Arshad Khan, M., Khan, M.J. and Khan, M.Y. (2021). Ownership structure and corporate financial performance in an emerging market: a dynamic panel data analysis. International Journal of Emerging Markets, 17(8), 1973-1997. https://doi.org/10.1108/IJOEM-03-2019-0220
Zaidan, A. S., Khaw, K. W., XinYing, C., Alnoor, A., Ganesan, Y., & Sadaa, A. M. (2023). Influence of Organizational Contingencies on Financial Performance: Mediating Role of Crisis Management. Central European Business Review, 12(2), 37-59. https://doi.org/10.18267/j.cebr.320
Raimo, N., Vitolla, F., Marrone, A., & Rubino, M. (2021). Do audit committee attributes influence integrated reporting quality? An agency theory viewpoint. Business Strategy and the Environment, 30(1), 522-534. https://doi.org/10.1002/bse.2635
Eisenberg, M. D., Barry, C. L., Schilling, C., & Kennedy-Hendricks, A. (2020). Financial Risk for COVID-19-like Respiratory Hospitalizations in Consumer-Directed Health Plans. American Journal of Preventive Medicine, 59(3), 445-448. https://doi.org/10.1016/j.amepre.2020.05.008
Abbasi, K., Alam, A., & Bhuiyan, M. B. U. (2020). Audit committees, female directors and the types of female and male financial experts: further evidence. Journal of Business Research, 114(6), 186-197. https://doi.org/10.1016/j.jbusres.2020.04.013
Smith Jr, C. W., & Warner, J. B. (1979). On financial contracting: An analysis of bond covenants. Journal of Financial Economics,7(2), 117-161. https://doi.org/10.1016/0304-405X(79)90011-4
Alnoor, A., Tiberius, V., Atiyah, A. G., Khaw, K. W., Yin, T. S., Chew, X., & Abbas, S. (2022b). How positive and negative electronic word of mouth (eWOM) affects customers’ intention to use social commerce? A dual-stage multi group-SEM and ANN analysis. International Journal of Human–Computer Interaction, 2(1), 1-30. https://doi.org/10.1080/10447318.2022.2125610
Ahsan, T., Mirza, S.S., Al-Gamrh, B., Bin-Feng, C. and Rao, Z.-U. (2020). How to deal with policy uncertainty to attain sustainable growth: the role of corporate governance. Corporate Governance, 21(1), 78-91. https://doi.org/10.1108/CG-04-2020-0121
Froot, K. A., & Stein, J. C. (1998). Risk management, capital budgeting, and capital structure policy for financial institutions: an integrated approach. Journal of financial economics, 47(1), 55-82. https://doi.org/10.1016/S0304-405X(97)00037-8
Sandberg, H., Alnoor, A., & Tiberius, V. (2023). Environmental, social, and governance ratings and financial performance: Evidence from the European food industry. Business Strategy and the Environment, 32(4), 2471-2489. https://doi.org/10.1002/bse.3259
Yoo, S., Keeley, A. R., & Managi, S. (2021). Does sustainability activities performance matter during financial crises? Investigating the case of COVID-19. Energy Policy, 155(8), 1-11. https://doi.org/10.1016/j.enpol.2021.112330
Shehzad, K., Zaman, U., Liu, X., Górecki, J., & Pugnetti, C. (2021). Examining the asymmetric impact of COVID-19 pandemic and global financial crisis on Dow Jones and oil price shock. Sustainability, 13(9), 1-13. https://doi.org/10.3390/su13094688
Sarkar, A.K. and Sahu, T.N. (2018). Review of Related Literature. Investment Behaviour, Emerald Publishing Limited, Bingley, pp. 21-65. https://doi.org/10.1108/978-1-78756-279-020181003
Talwar, M., Talwar, S., Kaur, P., Tripathy, N., & Dhir, A. (2021). Has financial attitude impacted the trading activity of retail investors during the COVID-19 pandemic? Journal of Retailing and Consumer Services, 58(1), 1-11. https://doi.org/10.1016/j.jretconser.2020.102341
Ocheredco, O. (2020). The improvement of the investment attractiveness of industrial enterprises in the convention of the COVID-19 pandemic. Access Journal, 1(2), 131-145. https://doi.org/10.46656/access.2020.1.2(5)
Rodionov, D. G., Konnikov, E. A., & Nasrutdinov, M. N. (2021). A Transformation of the Approach to Evaluating a Region’s Investment Attractiveness as a Consequence of the COVID-19 Pandemic. Economies, 9(2), 1-20. https://doi.org/10.3390/economies9020059
Elyasiani, E., & Zhang, L. (2015). Bank holding company performance, risk, and “busy” board of directors. Journal of Banking & Finance, 60(11), 239-251. https://doi.org/10.1016/j.jbankfin.2015.08.022
Jeanjean, T., & Stolowy, H. (2009). Determinants of board members' financial expertise—Empirical evidence from France. The International Journal of Accounting, 44(4), 378-402. https://doi.org/10.1016/j.intacc.2009.09.002
Sarwar, B., Xiao, M., Husnain, M. and Naheed, R. (2018). Board financial expertise and dividend-paying behavior of firms: New insights from the emerging equity markets of China and Pakistan. Management Decision, 56(9), 1839-1868. https://doi.org/10.1108/MD-11-2017-1111
Güner, A. B., Malmendier, U., & Tate, G. (2008). Financial expertise of directors. Journal of Financial Economics, 88(2), 323-354. https://doi.org/10.1016/j.jfineco.2007.05.009
Balsmeier, B., Fleming, L., & Manso, G. (2017). Independent boards and innovation. Journal of Financial Economics, 123(3), 536-557. https://doi.org/10.1016/j.jfineco.2016.12.005
Jagun, Z.T. (2020). Risks in feasibility and viability appraisal process for property development and the investment market in Nigeria. Journal of Property Investment & Finance, 38(3), 227-243. https://doi.org/10.1108/JPIF-12-2019-0151
Farhan, A., Obaid, S.N. and Azlan, H. (2017). Corporate governance effect on firms’ performance – evidence from the UAE. Journal of Economic and Administrative Sciences, 33(1), 66-80. https://doi.org/10.1108/JEAS-01-2016-0002
Huang, H. H., Lobo, G. J., Wang, C., & Zhou, J. (2018). Do banks price independent directors’ attention? Journal of Financial and Quantitative Analysis, 53(4), 1755-1780. https://doi.org/10.1017/S0022109018000157
Ham, C., Lang, M., Seybert, N., & Wang, S. (2017). CFO narcissism and financial reporting quality. Journal of Accounting Research, 55(5), 1089-1135. https://doi.org/10.1111/1475-679X.12176
Bolton, P., Chen, H., & Wang, N. (2013). Market timing, investment, and risk management. Journal of Financial Economics, 109(1), 40-62. https://doi.org/10.1016/j.jfineco.2013.02.006
Dierkes, M., Erner, C., & Zeisberger, S. (2010). Investment horizon and the attractiveness of investment strategies: A behavioral approach. Journal of Banking & Finance, 34(5), 1032-1046. https://doi.org/10.1016/j.jbankfin.2009.11.003
Rolik, Y. А. (2013). A complex approach to evaluating the innovation strategy of a company to determine its investment attractiveness. Procedia-Social and Behavioral Sciences, 99(29), 562-571. https://doi.org/10.1016/j.sbspro.2013.10.526
Snieska, V., & Zykiene, I. (2015). City attractiveness for investment: characteristics and underlying factors. Procedia-Social and Behavioral Sciences, 213(49), 48-54. https://doi.org/10.1016/j.sbspro.2015.11.402
Cooper, I., & Priestley, R. (2011). Real investment and risk dynamics. Journal of Financial Economics, 101(1), 182-205. https://doi.org/10.1016/j.jfineco.2011.02.002
Papanastasopoulos, G. A. (2017). Asset growth anomaly in Europe: Do profits and losses matter? Economics Letters, 156(7), 106-109. https://doi.org/10.1016/j.econlet.2017.04.029
Chou, P. H., Ko, K. C., & Yang, N. T. (2019). Asset growth, style investing, and momentum. Journal of Banking & Finance, 98(1), 108-124. https://doi.org/10.1016/j.jbankfin.2018.11.008
Abdoh, H., & Varela, O. (2020). What lies behind the asset growth effect? Global Finance Journal, 48(5), 1-16. https://doi.org/10.1016/j.gfj.2020.100541
Borisova, U. S., Shilova, T. N., & Makkaeva, R. S. A. (2021). Investment Attractiveness as an Indicator of the Sustainability of the Territory’s Development in the Conditions of Digitalization. In Sustainable Development of Modern Digital Economy: Perspectives from Russian Experiences (pp. 149-158). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-70194-9_15
Sadaa, A. M., Ganesan, Y., Yet, C. E., Alkhazaleh, Q., & Alnoor, A. (2023). Corporate governance as antecedents and financial distress as a consequence of credit risk. Evidence from Iraqi banks. Journal of Open Innovation: Technology, Market, and Complexity, 9(2), 1-16. https://doi.org/10.1016/j.joitmc.2023.100051
Shehzad, K., Xiaoxing, L., & Kazouz, H. (2020). COVID-19’s disasters are perilous than Global Financial Crisis: A rumor or fact? Finance Research Letters, 36(8), 1-14. https://doi.org/10.1016/j.frl.2020.101669
Archer, S., & Karim, R. A. A. (2006). On capital structure, risk sharing and capital adequacy in Islamic banks. International Journal of Theoretical and Applied Finance, 9(03), 269-280. https://doi.org/10.1142/S0219024906003627
Drehmann, M., & Nikolaou, K. (2013). Funding liquidity risk: definition and measurement. Journal of Banking & Finance, 37(7), 2173-2182. https://doi.org/10.1016/j.jbankfin.2012.01.002
Lepetit, L., & Strobel, F. (2015). Bank insolvency risk and Z-score measures: A refinement. Finance Research Letters, 13, 214-224. https://doi.org/10.1016/j.frl.2015.01.001
Ekinci, R., & Poyraz, G. (2019). The Effect of Credit Risk on Financial Performance of Deposit Banks in Turkey. Procedia Computer Science, 158(13), 979-987. https://doi.org/10.1016/j.procs.2019.09.139
Yermack, D. (2004). Remuneration, retention, and reputation incentives for outside directors. The Journal of Finance, 59(5), 2281-2308. https://doi.org/10.1111/j.1540-6261.2004.00699.x
Jiang, F., Zhu, B., & Huang, J. (2013). CEO's financial experience and earnings management. Journal of Multinational Financial Management, 23(3), 134-145. https://doi.org/10.1016/j.mulfin.2013.03.005
Chen, I. J., & Wang, D. K. (2019). Real option, idiosyncratic risk, and corporate investment: Evidence from Taiwan family firms. Pacific-Basin Finance Journal, 57(5), 1-16. https://doi.org/10.1016/j.pacfin.2018.05.011
Navarro-Galera, A., Rodríguez-Bolívar, M. P., Alcaide-Muñoz, L., & López-Subires, M. D. (2016). Measuring the financial sustainability and its influential factors in local governments. Applied Economics, 48(41), 3961-3975. https://doi.org/10.1080/00036846.2016.1148260
Armeanu, D. S., & Cioacă, S. I. (2015). An assessment of the bankruptcy risk on the Romanian capital market. Procedia-Social and Behavioral Sciences, 182(1), 535-542. https://doi.org/10.1016/j.sbspro.2015.04.838
Halteh, K., Kumar, K., & Gepp, A. (2018). Financial distress prediction of Islamic banks using tree-based stochastic techniques. Managerial Finance, 44(6), 759-773. https://doi.org/10.1108/MF-12-2016-0372
Boubaker, S., Cellier, A., Manita, R., & Saeed, A. (2020). Does corporate social responsibility reduce financial distress risk? Economic Modelling, 91(6), 835-851. https://doi.org/10.1016/j.econmod.2020.05.012
Al-Hchaimi, A. A. J., Sulaiman, N. B., Mustafa, M. A. B., Mohtar, M. N. B., Hassan, S. L. B. M., & Muhsen, Y. R. (2023). A Comprehensive Evaluation Approach for Efficient Countermeasure Techniques against Timing Side-Channel Attack on MPSoC-Based IoT Using Multi-Criteria Decision-Making Methods. Egyptian Informatics Journal 24(2), 351–64. https://doi.org/10.1016/j.eij.2023.05.005
Muhsen, Y. R., Husin, N. A., Zolkepli, M. B., & Manshor, N. (2023). A systematic literature review of fuzzy-weighted zero-inconsistency and fuzzy-decision-by-opinion-score-methods: assessment of the past to inform the future. Journal of Intelligent & Fuzzy Systems, 45(3), 4617-4638. https://doi.org/10.3233/JIFS-230803
Kareem, B. A., Zubaidi, S. L., Al-Ansari, N., & Muhsen, Y. R. (2023). Review of Recent Trends in the Hybridisation of Preprocessing-Based and Parameter Optimisation-Based Hybrid Models to Forecast Univariate Streamflow. CMES-Computer Modeling in Engineering & Sciences, 138(1), 1-16. https://doi.org/10.32604/cmes.2023.027954
Salih, M. M., Al-Qaysi, Z. T., Shuwandy, M. L., Ahmed, M. A., Hasan, K. F., & Muhsen, Y. R. (2022). A new extension of fuzzy decision by opinion score method based on Fermatean fuzzy: A benchmarking COVID-19 machine learning methods. Journal of Intelligent & Fuzzy Systems, 43(3), 3549-3559. https://doi.org/10.3233/JIFS-220707
Gaur, S., Dosapati, S. and Tawalare, A. (2023). Stakeholder assessment in construction projects using a CRITIC-TOPSIS approach. Built Environment Project and Asset Management, 13(2), 217-237. https://doi.org/10.1108/BEPAM-10-2021-0122
Wang, F., Laili, Y., & Zhang, L. (2022). Trust Evaluation for Service Composition in Cloud Manufacturing Using GRU and Association Analysis. IEEE Transactions on Industrial Informatics, 19(2), 1912-1922. https://doi.org/10.1109/TII.2022.3199268
Al-Hchaimi, A. A. J., Sulaiman, N. B., Mustafa, M. A. B., Mohtar, M. N. B., Hassan, S. L. B. M., & Muhsen, Y. R. (2022). Evaluation Approach for Efficient Countermeasure Techniques Against Denial-of-Service Attack on MPSoC-Based IoT Using Multi-Criteria Decision-Making. IEEE Access, 11, 89-106. https://doi.org/10.1109/ACCESS.2022.3232395
Chew, XinYing et al. (2023). Circular Economy of Medical Waste: Novel Intelligent Medical Waste Management Framework Based on Extension Linear Diophantine Fuzzy FDOSM and Neural Network Approach. Environmental Science and Pollution Research, 30(1), 60473–60499. https://doi.org/10.1007/s11356-023-26677-z
Khaw, K. W., Thurasamy, R., Al-Abrrow, H., Alnoor, A., Tiberius, V., Abdullah, H. O., & Abbas, S. (2023a). Influence of generational status on immigrants’ entrepreneurial intentions to start new ventures: a framework based on structural equation modeling and multicriteria decision-making. Journal of Entrepreneurship in Emerging Economies, 15(3), 589-634. https://doi.org/10.1108/JEEE-04-2021-0141
Khaw, K. W., Camilleri, M., Tiberius, V., Alnoor, A., & Zaidan, A. S. (2023b). Benchmarking electric power companies’ sustainability and circular economy behaviors: using a hybrid PLS-SEM and MCDM approach. Environment, Development and Sustainability, 2(1), 1-39. https://doi.org/10.1007/s10668-023-02975-x
Žižović, M.; Pamučar, D.; Albijanić, M.; Chatterjee, P.; Pribićević, I. (2020). Eliminating Rank Reversal Problem Using a New Multi-Attribute Model - The RAFSI Method. Mathematics 8(6), 1015-1031. https://doi.org/10.3390/math8061015
Deveci, M., Pamucar, D., & Oguz, E. (2022). Floating photovoltaic site selection using fuzzy rough numbers based LAAW and RAFSI model. Applied Energy, 324(10), 1-24. https://doi.org/10.1016/j.apenergy.2022.119597
Gokasar, I., Deveci, M., Isik, M., Daim, T., Zaidan, A. A., & Smarandache, F. (2023). Evaluation of the alternatives of introducing electric vehicles in developing countries using Type-2 neutrosophic numbers based RAFSI model. Technological Forecasting and Social Change, 192(7), 1-14. https://doi.org/10.1016/j.techfore.2023.122589
Khairan, H. E., Zubaidi, S. L., Muhsen, Y. R., & Al-Ansari, N. (2022). Parameter optimisation-based hybrid reference evapotranspiration prediction models: a systematic review of current implementations and future research directions. Atmosphere, 14(1), 77. https://doi.org/10.3390/atmos14010077
Muhsen, Y. R., Husin, N. A., Zolkepli, M. B., Manshor, N., & Al-Hchaimi, A. A. J. (2023a). Evaluation of the Routing Algorithms for NoC-Based MPSoC: A Fuzzy Multi-Criteria Decision-Making Approach. IEEE Access, 11(1), 102806-102827. https://doi.org/10.1109/ACCESS.2023.3310246
Bozanic, D., Tešić, D., Puška, A., Štilić, A., & Muhsen, Y. R. (2023). Ranking challenges, risks and threats using Fuzzy Inference System. Decision Making: Applications in Management and Engineering, 6(2), 933-947. https://doi.org/10.31181/dmame622023926
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2023 Decision Making: Applications in Management and Engineering
This work is licensed under a Creative Commons Attribution 4.0 International License.