Czasopismo
Tytuł artykułu
Warianty tytułu
Języki publikacji
Abstrakty
This article focuses on the efficiency of commercial banks in North Macedonia in the period from 2007 to 2020. The main goal is to assess the relative efficiency of the banking sector as a whole, and more importantly, to evaluate and analyse the impact of mergers and acquisition (M&A) transactions on banks' efficiency. For this reason, the leading nonparametric methodology Data Envelopment Analysis (DEA) has been employed, i.e., the window DEA model with two input and two output variables on a sample of 13 commercial banks. Based on balanced panel data from the banking sector of North Macedonia, the obtained results show a constant fall of efficiency of the whole banking sector, from 83.33% in 2007 to 70.06% in 2011 and 66.36% in 2020. The results of the M&A transactions case study analysis show that, in general, M&A transactions decrease banks' efficiency, i.e., they do not result in an efficiency increase. The contribution of the study is that it comprises the first study analysing the effects of banks' M&A on bank efficiency in the region of South-Eastern Europe with the application of DEA and thus, it provides valuable information for investors, bank management, M&A analysts, academic members and regulatory bodies. (original abstract)
Czasopismo
Rocznik
Tom
Numer
Strony
77-93
Opis fizyczny
Twórcy
autor
- University North, Croatia
autor
- University North, Croatia
autor
- Libertas International University, Croatia
Bibliografia
- Al-Delaimi, K.S.K. & Al-Ani, A.H.B. (2006). Using Data Envelopment Analysis to measure cost efficiency with an application on Islamic banks. Scientific Journal of Administrative Development, 4, I.A.D., 134-156
- Aljadani, A. & Toumi, H. (2019). Causal effect of mergers and acquisitions on EU bank productivity. Economic Structures 8 (44). https, //doi.org/10.1186/s40008-019-0176-9
- Al-Sharkas, A.A., Kabir, H.M. & Shari, L. (2008). The Impact of Mergers and Acquisitions on the Efficiency of the U.S. Banking Industry, Further Evidence (2007-03). Journal of Business Finance & Accounting, 35 (1-2), 50-70, http, //dx.doi.org/10.1111/j.1468-5957.2007.02059.x
- Aristovnik, A. & Obadić, A. (2012). Measuring the technical efficiency of secondary education in Slovenia and Croatia, a DEA approach. In, 6th International Conference - An Enterprise Odyssey, Corporate governance and public policy - path to sustainable future, edited by, Galetić, L. & Šimurina, J., 354-367.
- Banker, R.D., Chang, H. & Lee, S. (2010). Differential impact of Korean banking system reforms on bank productivity. Journal of Banking and Finance, 34 (7), 1450-1460, https, //doi.org/10.1016/j.jbankfin.2010.02.023
- BCRA, (2017). Central Cooperative Bank AD Skopje Report.
- Berger, A. N., Demsetz, R. & Strahan, P. (1999). The consolidation of the financial services industry, Causes, consequences and implications for the future. Journal of Banking and Finance 23(2-4) (February), 135-194
- Bezić, H., Galović, T. & Mišević, P. (2013). Efficiency of the Pharmaceutical Industry of the Selected European Countries through Implementation of the DEA Analysis. In, Proceedings of the 1st International Conference on Management, Marketing, Tourism, Retail, Finance and Computer Applications (MATREFC13), edited by Vrdoljak Raguž, I., Roushdy, M. & Salem, A-B., 271-276.
- Charnes, A., Cooper, W., & Rhodes, E. (1978). Measuring the efficiency of decision-making units. Eur. J. Oper. Res, 2, 429-444.
- Charnes, A., Cooper, W.W. & Thrall, R.M. (1991). A Structure for Classifying and Characterizing Efficiency and Inefficiency in Data Envelopment Analysis. Journal of Productivity Analysis 2(3), 197-237. http, //www.jstor.org/stable/41769834 (Accessed November 23, 2021).
- Cooper, W., Seiford, L. & Tone, K. (2007). Data Envelopment Analysis, A Comprehensive Text with Models, Applications, References and DEA-Solver Software, 2nd ed.; Springer Science-i-Business Media, LLC, New York, NY, USA.
- Cvetkoska, V. & Barišić, P. (2017). The efficiency of the tourism industry in the Balkans. In Proc. of the Faculty of Economics in East Sarajevo, 14, 31-41. https, //doi.org/10.7251/ZREFIS1714031C
- Cvetkoska, V. & Fotova Čiković, K. (2020). Assessing the relative efficiency of commercial banks in the Republic of North Macedonia, DEA window analysis. Croat. Oper. Res. Rev. CRORR, 11, 217-227.
- Cvetkoska, V. & Savić, G., (2017). Efficiency of bank branches, empirical evidence from a two-phase research approach. Economic Research-Ekonomska Istraživanja, 30 (1), 318-333 https, //doi.org/10.1080/1331677X.2017.1305775
- Cvetkoska, V., Fotova Čiković, K. & Tasheva, M. (2021). Efficiency of Commercial Banking in Developing Countries. Mathematics; 9(14), 1597. https, //doi.org/10.3390/math9141597
- DeYoung, R., Evanoff, D.D. & Molyneux, P. (2009). Mergers and acquisitions of financial institutions, a review of the post-2000 literature. J Financ Serv Res 36, 87-110.
- Du, K. & Sim, N. (2015). Mergers, acquisitions, and bank efficiency, Cross-country evidence from emerging markets. Research in International Business and Finance, 36, 499-510, https, //doi.org/10.1016/j.ribaf.2015.10.005
- Farrell, M., (1957). The measurement of productive efficiency. Journal of the Royal Statistical Society, Series A, 120, 253-281.
- Financial stability report for the Republic of North Macedonia in 2018. (2019). National Bank of the Republic of North Macedonia. Available at, https, //www.nbrm.mk/content/Regulativa/ФСР_2018.pdf
- Financial stability report for the Republic of North Macedonia in 2019. (July 2020). National Bank of the Republic of North Macedonia. Available at, https, //www.nbrm.mk/content/ФСР_2019.pdf
- Fotova Čiković, K. & Cvetkoska, V. (2017). Efficiency of the Macedonian banking sector, A non-parametric approach. CEA J. Econ., 12, 17-26.
- Fotova Čiković, K. & Fotov, R. (2015). Consolidation of the banking sector in Macedonia, effects and benefits. In, Economic Recovery in The Post-Crisis Period -Proceedings from International Conference, Skopje, Ss. Cyril and Methodius University in Skopje, Faculty of Economics - Skopje, edited by Filipovski, V., 262-277.
- Gardijan, M. & Škrinjarić, T. (2015). Equity portfolio optimization, A DEA based methodology applied to the Zagreb Stock Exchange. Croatian Operational Research Review, 6 (2), 405-417. https, //doi.org/10.17535/crorr.2015.0031
- Gattoufi, S., Al-Muharrami, S. & Al-Kiyumi, A. (2009). The impact of mergers and acquisitions on the efficiency of GCC banks. Banks and Bank Systems, 4 (4).
- Halkos, G.E., Matousek, R. & Tzeremes, N.G. (2016). Pre-evaluating technical efficiency gains from possible mergers and acquisitions, evidence from Japanese regional banks. Rev Quant Finan Acc, 46, 47-77. https, //doi.org/10.1007/s11156-014-0461-5
- Jemrić, I. & Vujčić, B. (2002). Efficiency of Banks in Croatia, A DEA Approach, Comparative Economic Studies, 44 (2-3), 169-193, https, //doi.org/10.1057/ces.2002.13
- Klopp, G., (1985). The analysis of the efficiency of production system with multiple inputs and outputs. Ph.D. Thesis, (Chicago, University of Illinois at Chicago, Industrial and Systems Engineering College).
- Le, T. (2017). The efficiency effects of bank mergers, An analysis of case studies in Vietnam. Risk governance & control, Financial markets & institutions, 7(1), 61-70. https, //doi.org/10.22495/rgcv7i1art8
- Maletić, R., Kreća, M. & Maletić, P. (2013). Application of DEA methodology in measuring efficiency in the banking sector. Economics of Agriculture 60 (4), 843-855
- Micajkova, V. & Poposka, K. (2013). Efficiency of Macedonian banks, A DEA approach. Res. J. Financ. Account 4, 141-149.
- Naumovska, E. & Cvetkoska, V. (2014). Measuring the efficiency of the banking sector in the Republic of Macedonia. Annu. Collect. Fac. Econ. Skopje, 49, 221-238.
- Naumovska, E. & Cvetkoska, V. (2016). Efficiency of the Macedonian banking sector. Yugosl. J. Oper. Res., 26, 317-329.
- NBRNM - National Bank of The Republic of North Macedonia 2021. Report on Risks in The Banking System of The Republic of North Macedonia in 2020. Available at, https, //www.nbrm.mk/content/Regulativa/Godisen_BS_31_12_2020_ENG.pdf (accessed November 21, 2021)
- Pavković, A., Cesarec, A. & Stojanović, A. (2018). Profitability and efficiency of the Croatian banking sector, impact of bank size. Int. J. Trade and Global Markets, 11(4), 243-258.
- Peykani, P., Saen, R.F., Esmaeili, F.S.S. & Gheidar-Kheljani, J. (2021). Window data envelopment analysis approach, A review and bibliometric analysis. Expert Systems. 38, e12721, 1-25. https, //doi.org/10.1111/exsy.12721
- Popovici, A. & Turliuc, D. (2014). The effects of cross-border bank mergers and acquisitions on the productivity of credit institutions. CrossCultural Management Journal, 16 (1), 157-167.
- Popovici, A., (2014). The impact of mergers and acqusitions on the market value of shares of Erste Bank Group. Timisoara Journal of Economics & Business, 7(1), 102-112.
- Rabar, D. (2010). Ocjenjivanje efikasnosti poslovanja hrvatskih bolnica metodom analize omeđivanja podataka. Ekonomski pregled, 61 (9-10), 511-533
- Reda, M. (2013). The effect of mergers and acquisitions on bank efficiency, Evidence from bank consolidation in Egypt. Working Paper 770. The Economic Research Forum.
- Repkova, I. (2014). Efficiency of the Czech Banking Sector Employing the DEA Window Analysis Approach. Procedia Economics and Finance, 12, 587-596
- Simar, L. & Wilson, P. (2000). A general methodology for bootstrapping in non-parametric frontier models. Journal of Applied Statistics 27(6), 779-802. https, //doi.org/10.1080/02664760050081951
- Sindi, S.M., Noordin, B.A., Hisyam, N. & Kamarudin, F. (2017). Assessing the effect of mergers and acquisitions on banks price efficiency, Evidence from banking sectors in Middle East & North Africa (MENA) region. International Journal of Economic Research 14, 1-17.
- Sparkasse Macedonia (2021). Official Website Notification. https://sparkasse.mk/PrisoedinuvanjeEN.aspx (Accessed November 11, 2021)
- Sufian, F. & Kamarudin, F. (2016). Determinants of efficiency in the Malaysian banking sector, Does bank origins matter? Intellectual Economics, 10(1), 38-54.
- Vitezić, N., Šegota, A. & Setnikar Cankar, S. (2016). Measuring the efficiency of public health services by DEA. International Public Administration Review, 14 (4), 27-48. https://doi.org/10.17573/ipar.2016.4.02
- Welten, M. (2017). The performance effects of mergers and acquisitions on U.S. banks. Master thesis. Tilburg University.
Typ dokumentu
Bibliografia
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