Assessment of cost efficiency in the banking sector of selected countries in Southeastern Europe

Agnesa Krasniqi-Pervetica, Skender Ahmeti
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Abstract

This study examines the assessment of cost efficiency in the banking sector of selected countries in Southeastern Europe. In Southeastern Europe (SEE), where over 100 commercial banks operate, these institutions form the backbone of the financial sector, supporting between 80% and 90% of the financial system in five Balkan Peninsula nations. Kosovo stands out for having a lower participation rate (65%), with 80% to 90% of its banks under foreign government control. A study conducted from 2010 to 2021 employed Data Envelopment Analysis (DEA), a non-parametric technique, to scrutinize the cost-effectiveness and profitability of SEE's banking industry. DEA evaluated SEE's commercial banks in terms of cost efficiency, considering total costs as the dependent variable and inputs including deposits, workforce, and fixed assets. Interest expenses, personnel expenses, and capital-related expenses were compared concerning total deposits and assets, while securities and loans served as outputs. The findings unveiled commendable cost efficiency within SEE's banks. Subsequently, a panel regression analysis utilizing fixed and random effects was performed. Factors like Cost Efficiency, Asset Quality, Market Participation, Debt Ratio, Bank Size, Inflation, Ownership, and Gross Domestic Product were assessed against Return on Equity (ROE) and Return on Assets (ROA). The results underscored robust cost control measures within SEE's banks and highlighted significant factors—Cost Efficiency, Asset Quality, Market Participation, Debt Ratio, Bank Size, Inflation, and Ownership—exerting substantial influence on ROA and ROE. These insights offer valuable information for strategic decision-making, aiding stakeholders in developing targeted actions to enhance the financial sustainability and stability of Southeastern Europe's banking sector.
东南欧部分国家银行业成本效率评估
本研究探讨了东南欧部分国家银行业的成本效率评估。东南欧 (SEE) 有 100 多家商业银行在运营,这些机构构成了金融业的支柱,支持着巴尔干半岛五个国家 80% 至 90% 的金融体系。科索沃的参与率较低(65%),80% 至 90% 的银行由外国政府控制。2010 年至 2021 年进行的一项研究采用了数据包络分析法(DEA),这是一种非参数技术,用于审查东南欧国家银行业的成本效益和盈利能力。DEA 从成本效率的角度对东南欧的商业银行进行了评估,将总成本作为因变量,投入包括存款、劳动力和固定资产。对存款和资产总额的利息支出、人事支出和资本相关支出进行了比较,而证券和贷款则作为产出。研究结果表明,东南欧国家银行的成本效率值得称赞。随后,利用固定效应和随机效应进行了面板回归分析。成本效率、资产质量、市场参与度、负债率、银行规模、通货膨胀、所有权和国内生产总值等因素与股本回报率(ROE)和资产回报率(ROA)进行了对比评估。结果表明,东南欧国家的银行采取了强有力的成本控制措施,并强调了成本效率、资产质量、市场参与度、负债率、银行规模、通货膨胀和所有权等对投资回报率和资产回报率有重大影响的重要因素。这些见解为战略决策提供了宝贵的信息,有助于利益相关者制定有针对性的行动,以增强东南欧银行业的财务可持续性和稳定性。
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