Efficiency and productivity analysis for intermediary institutions: Turkish capital markets case

G. Aras, Yasemin Karaman, Evrim Hacioglu Kazak
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Abstract

PurposeThe purpose of this study is to investigate efficiency and productivity of Turkey’s both brokerage sector and intermediary institutions (IIs) that have been active in Turkish capital markets.Design/methodology/approachData envelopment analysis (DEA) and Malmquist total factor productivity index (MPI) are used to analyze efficiency and productivity of Turkey’s both brokerage sector and 51 Turkish IIs constantly operated between the years 2008 and 2018. Paid-in capital, administrative expenses and trading volumes are used as input, while net trading commissions and net profit/loss are used as output in analysis. The calculations of this analysis are made with DEAP 2.2 program and Python.FindingsThe results reveal that during the analysis period, percentage of efficient institutions among 51 IIs was between 18% and 39% while the sector’s mean efficiency score ranged between 52% and 65%. While 2009 is the year with the highest number of efficient institutions, 2013 is observed to be the least. Finally, the results of productivity analysis indicate that all types of IIs are not fully productive during the related period. The striking finding obtained is that though there is a decrease in total productivity change, the technological change has a positive effect on their productivity change.Originality/valueThis study is a double-layered research paper that includes efficiency analysis by DEA in the first step and productivity analysis by using MPI in the second step.
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中介机构的效率和生产率分析:土耳其资本市场案例
目的本研究的目的是调查一直活跃在土耳其资本市场的土耳其经纪部门和中介机构的效率和生产力。设计/方法/方法使用数据包络分析(DEA)和Malmquist全要素生产率指数(MPI)来分析土耳其经纪行业和2008年至2018年期间持续运营的51家土耳其IIs的效率和生产率。实收资本、管理费用和交易量作为输入,而净交易佣金和净损益作为分析输出。利用DEAP 2.2程序和Python进行分析计算。研究结果显示,在分析期间,51家高等教育机构中,高效机构的比例在18%至39%之间,而该行业的平均效率得分在52%至65%之间。2009年是高效机构数量最多的一年,而2013年则是最少的一年。最后,生产率分析结果表明,在相关时期,所有类型的工业都不是完全生产的。得到的惊人发现是,虽然总生产率变化有所减少,但技术变革对其生产率变化有积极的影响。原创性/价值本研究是一篇双层研究论文,第一步采用DEA进行效率分析,第二步采用MPI进行生产率分析。
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