土耳其银行业成本和利润效率决定因素的 DEA 和 TOTBIT 分析

Abdulhakim Diko
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引用次数: 0

摘要

本文旨在确定影响土耳其商业银行成本和利润效率的因素,并研究新兴市场中所有权对成本和利润效率的影响。本研究的另一个目的是对土耳其银行业的效率进行最新的纵向分析(2006-2020 年)。本研究采用数据包络分析法(DEA)作为中介方法。共选取了 23 家商业银行作为研究样本,并收集了其 2006-2020 年的季度数据。此外,研究还采用了带有 Tobit 回归的外部两阶段 DEA 模型来研究成本和利润效率的决定因素。结果显示,目前土耳其银行的成本效率相对高于利润效率。另一方面,外国银行的成本和利润效率表现较低。土耳其银行系统利润效率的下降趋势对银行业的健康和稳定发出了警告信号。多变量 Tobit 回归分析揭示了总资产、存款份额、资产增长、定期存款、不良贷款率和所有权结构如何显著影响成本和利润效率。流动资产占总资产的比例与效率值呈正相关,这与以往的研究结果不同。以往的研究大多局限于规模效率和技术效率,重点关注土耳其银行的成本效率。本研究通过对银行所有权规模下的成本效率和利润效率进行比较研究,填补了这一文献空白。本研究将考察和讨论土耳其经济最稳定时期和大流行前时期的这些问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A DEA AND TOBIT ANALYSIS OF THE DETERMINANTS OF COST AND PROFIT EFFICIENCY IN THE TURKISH BANKING SECTOR
This paper aims to determine the factors affecting cost and profit efficiency of commercial banks in Turkey and to examine theownership effect on cost and profit efficiency in an emerging market. Another aim of the study is to carry out the most recent and longitudinal (2006-2020) analysis of efficiency in the Turkish banking industry. This study uses an intermediation approach with data envelopment analysis (DEA) as its methodology. A total of 23 commercial banks were selected as the study sample and their quarterly data from 2006- 2020 was collected. In addition, an external two-stage DEA model with Tobit regression was applied to examine the determinants of cost and profit efficiency. The results show that Turkish banks currently work with relatively higher cost efficiency than profit efficiency. On the other hand, foreign banks display a lower cost and profit efficiency performance. The downward trend in profit efficiency in the Turkish banking system sends a warning signal on the health and stability of the banking sector. Multivariate Tobit regression analysis reveals how Total Assets, Deposit Share, Asset Growth, Time Deposits, NPL, and Ownership Structure significantly affect cost and profit efficiency. Ratio of liquid assets to total assets is positively correlated with the efficiency values, in contrast to results from previous studies. Previous studies have mostly been limited to scale and technical efficiency and focused on the cost efficiency of Turkish banks. In this study, the gap in the literature is filled by a comparative examination of the cost andprofit efficiency at the scale of bank ownership. The study will look at and discussed these issues at the most stable period and the pre-pandemic period in the Turkish economy.
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