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Efficiency and Productivity of Islamic Banking Industry by Using DEA Method: A Literature Review

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The Changing Financial Landscape

Abstract

Efficient and smooth performance of the banking sector is very important for the functioning of the financial system of an economy as it affects economic stability and growth. Along with conventional banking systems, Islamic banks are playing an increasingly important role and have become an essential part of the financial structure of many Muslim and non-Muslim countries. Accordingly, efficiency and productivity measurement of Islamic banks has a great importance in scientific research. Based on the literature review, this paper analyzes two concepts of performance evaluation—efficiency and productivity of Islamic banking sector using Data Envelopment Analysis method. As a nonparametric scientific method, DEA together with Malmquist total factor productivity index has become one of the most widely used methods to evaluate the relative efficiency and productivity of various financial institutions, including Islamic banks. The purpose of this paper is to present the most important studies on performance management of banking sector in Islamic countries. We have conducted a comprehensive literature review on the methodology and studies on measuring bank performance with emphasis on DEA method. The results of the efficiency and productivity assessment of the Islamic banking sector show a range of inputs and outputs used in DEA models, their relative efficiency results and productivity changes. This paper provides the basis for further empirical research of the relative efficiency or productivity growth of the Islamic banking sector.

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References

  • Aghimien PA et al (2016) Efficiency of Gulf Cooperation Council Banks: Empirical evidence using data envelopment analysis. Rev Int Bus Strat 26(1):118–136

    Article  Google Scholar 

  • Ahmad NHB et al (2010) Measuring Islamic banks efficiency: the case of world Islamic banking sectors. J Islam Bank Financ 27(4):251–277

    Google Scholar 

  • Aigner D et al (1977) Formulation and estimation of stochastic frontier production function models. J Econ 6(1):21–37

    Article  Google Scholar 

  • Azad AK et al (2017) Bank efficiency in Malaysia: a use of malmquist meta-frontier analysis. Eurasian Bus Rev, Springer; Eurasia Bus Econ Soc 7(2):287–311

    Google Scholar 

  • Bahrini R (2017) Efficiency analysis of Islamic banks in the Middle East and North Africa region: A bootstrap DEA approach. Int J Financ Stud 5(1):1–13

    Article  Google Scholar 

  • Banker RD et al (1984) The use of categorical variables in data envelopment analysis. Manage Sci 30:1078–1092

    Article  Google Scholar 

  • Batir TE et al (2017) Determinants of bank efficiency in Turkey: Participation banks versus conventional banks. Borsa Istanbul Rev 17(2):86–96

    Article  Google Scholar 

  • Belanès A et al (2015) What can we learn about Islamic banks efficiency under the subprime crisis? Evidence from GCC Region. Pac Basin Financ J 33:81–92

    Article  Google Scholar 

  • Benston GJ (1965) Branch banking and economies of scale. J Financ 20(2):312–331

    Article  Google Scholar 

  • Casu B et al (2004) Productivity change in European banking: A comparison of parametric and non-parametric approaches. J Bank Finance 28(10):2521–2540

    Article  Google Scholar 

  • Cerović Lj et al (2017) Comparative analysis of conventional and Islamic banking: Importance of market regulation. Ekonomska misao i praksa [Econ Thought Pract] 26(1):241–263

    Google Scholar 

  • Charnes A et al (1978) Measuring the efficiency of decision making units. Eur J Oper Res 2(6):429–444

    Article  Google Scholar 

  • Chong BS, Liu MH (2009) Islamic banking: Interest-free or interest-based? Pac Basin Financ J 17(1):125–144

    Article  Google Scholar 

  • El Moussawi C, Obeid H (2011) Evaluating the productive efficiency of Islamic banking in GCC: A non-parametric approach. Int Manag Rev 7(1):10–21

    Google Scholar 

  • Erfani GR, Vasigh B (2018) The impact of the global financial crisis on profitability of the banking industry: A comparative analysis. Economies 6(4):1–13

    Article  Google Scholar 

  • Farrell MJ (1957) The measurement of productive efficiency. J Roy Stat Soc 120(3):253–290

    Article  Google Scholar 

  • Global Islamic Finance Market Growth, Trends, and Forecast 2018–2024 (2019) Mordor intelligence

    Google Scholar 

  • Hassan MK (2005) The cost, profit and X-efficiency of Islamic banks. Economic Research Forum, 12th Annual Conference. Cairo, Egypt, 1–22

    Google Scholar 

  • Hassan T et al (2009) Efficiency of conventional versus Islamic banks: evidence from the Middle East. Int J Islam Middle East Financ Manag 2(1):46–65

    Article  Google Scholar 

  • Havidz SAH, Setiawan C (2015) Bank efficiency and non-performing financing (NPF) in the Indonesian Islamic banks. Asian J Econ Model 3(3):61–79

    Article  Google Scholar 

  • Islamic Finance Development Report (2019) Available at: https://icd-ps.org/uploads/files/IFDI%202019%20DEF%20digital1574605094_7214.pdf

  • Ismail F et al (2013) Efficiency of Islamic and conventional banks in Malaysia. J Financ Report Account 11(1):92–107

    Article  Google Scholar 

  • Johnes J et al (2014) A comparison of performance of Islamic and conventional banks 2004–2009. J Econ Behav Organ 103:93–107

    Article  Google Scholar 

  • Kamarudin F et al (2016) Does country governance foster revenue efficiency of Islamic and conventional banks in GCC countries? EuroMed J Bus 11(2):181–211

    Article  Google Scholar 

  • Kamarudin F et al (2017) Assessing the domestic and foreign Islamic banks efficiency: Insights from selected Southeast Asian countries. Future Business J 3(1):33–46

    Article  Google Scholar 

  • Kamarudin F et al (2019) Bank efficiency in Malaysia a DEA approach. J CentL Bank Theory Pract 8(1):133–162

    Article  Google Scholar 

  • Kasman A, Carvallo O (2014) Financial stability, competition and efficiency in Latin American and Caribbean banking. J Appl Econ 17(2):301–324

    Article  Google Scholar 

  • Khan MM, Bhatti MI (2008) Islamic banking and finance: On its way to globalization. Manag Financ 34(10):708–725

    Google Scholar 

  • Mansour R, El Moussawi C (2020) Efficiency, technical progress and productivity of Arab banks: A non-parametric approach. Q Rev Econ Finance 75:191–208

    Article  Google Scholar 

  • Maradin D et al (2018) Performance evaluation of banking sector by using DEA method. In: Proceedings of Economic and Social Development, 35th International Scientific Conference on Economic and Social Development—Sustainability from an Economic and Social Perspective. Lisbon, Portugal, 684–690

    Google Scholar 

  • Maradin D et al (2019) The productivity of European banking sector: A review of the post-2000 literature. UTMS J Econ 10(2):249–257

    Google Scholar 

  • Meeusen W, van den Broeck J (1977) Efficiency estimation from Cobb-Douglas production functions with composed error. Int Econ Rev 18(2):435–444

    Article  Google Scholar 

  • Mezzi N (2018) Efficiency of Islamic banks and role of governance: Empirical evidence. Manag Financ 44(5):590–603

    Google Scholar 

  • Miah MD, Uddin H (2017) Efficiency and stability: A comparative study between islamic and conventional banks in GCC countries. Future Business J 3(2):172–185

    Article  Google Scholar 

  • Mostafa MM (2011) Modeling Islamic banks’ efficiency: a non-parametric frontier approach. Int J Islam Middle East Financ Manag 4(1):7–29

    Article  Google Scholar 

  • Olgić Draženović B et al (2019) The efficiency of mandatory pension funds: Case of Croatia. South East Eur J Econ Bus 14(2):82–94

    Article  Google Scholar 

  • Saad W, El Moussawi C (2008) Efficiency and productivity growth of the Arab commercial banking sector: A non-parametric approach. J Dev Econ Policies 10(1):6–36

    Google Scholar 

  • Sakti MRP, Mohamad A (2018) Efficiency, stability and asset quality of Islamic vis-à-vis conventional banks: Evidence from Indonesia. J Islam Account Bus Res 9(3):378–400

    Article  Google Scholar 

  • Sealey CW, Lindley JT (1977) Inputs, outputs, and a theory of production and cost at depository financial institutions. J Financ 32(4):1251–1266

    Article  Google Scholar 

  • Simar L, Wilson PW (1998) Sensitivity analysis of efficiency scores: How to bootstrap in nonparametric frontier models. Manage Sci 44(1):49–61

    Article  Google Scholar 

  • Simar L, Wilson PW (2007) Estimation and inference in two-stage, semi-parametric models of production processes. Journal of Econometrics 136(1):31–64

    Article  Google Scholar 

  • Shawtari FA et al (2015) The impact of efficiency on discretionary loans/finance loss provision: A comparative study of Islamic and conventional banks. Borsa Istanbul Rev 15(4):272–282

    Article  Google Scholar 

  • Shawtari FA et al (2018) Decomposition of efficiency using DEA window analysis: A comparative evidence from Islamic and conventional banks. Benchmarking: Int J 25(6):1681–1705

    Google Scholar 

  • Sufian F, Noor ANM (2009) The determinants of Islamic banks’ efficiency changes: Empirical evidence from the MENA and Asian banking sectors. Int J Islam Middle East Financ Manag 2(2):120–138

    Article  Google Scholar 

  • Suljić Nikolaj S et al (2019) European deposit insurance systems in the time of crisis. In: Proceedings of 8th International Scientific Conference on Economic and Social Development—“Managerial Issues in Modern Business”, Warsaw, Poland, 350–361

    Google Scholar 

  • Ullah MH et al (2018) Comparative compliance status of AAOIFI and IFSB standards: An empirical evidence from Islami Bank Bangladesh Limited. J Islam Account Bus Res 9(4):607–628

    Article  Google Scholar 

  • Wanke P et al (2019) A dynamic network DEA model for accounting and financial indicators: A case of efficiency in MENA banking. Int Rev Econ Financ 61:52–68

    Article  Google Scholar 

  • Yilmaz A, Güneş N (2015) Efficiency comparison of participation and conventional banking sectors in Turkey between 2007–2013. Procedia Soc Behav Sci 195:383–392

    Article  Google Scholar 

  • Yudistira D (2004) Efficiency in Islamic banking: An empirical analysis of eighteen banks. Islam Econ Stud 12(1):1–19

    Google Scholar 

  • Zuhroh I et al (2015) Cost efficiency of Islamic banks in Indonesia—A stochastic frontier analysis. Procedia Soc Behav Sci 211:1122–1131

    Article  Google Scholar 

Download references

Acknowledgements

This work has been fully supported by the University of Rijeka under the project number uniri-drustv-18-61 and project number uniri-mladi-drustv-20-13.

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Correspondence to Dario Maradin .

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Maradin, D., Suljić Nikolaj, S., Olgić Draženović, B. (2021). Efficiency and Productivity of Islamic Banking Industry by Using DEA Method: A Literature Review. In: Karanovic, G., Polychronidou, P., Karasavvoglou, A. (eds) The Changing Financial Landscape. Contributions to Economics. Springer, Cham. https://doi.org/10.1007/978-3-030-82778-6_12

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