Technical efficiency and managerial ability in two-stage production processes with undesirable products: A case on Asian banks

IF 6.2 2区经济学 Q1 ECONOMICS

Socio-economic Planning Sciences Pub Date : 2024-09-26 DOI:10.1016/j.seps.2024.102081

Alireza Amirteimoori , Gang Kou

{"title":"Technical efficiency and managerial ability in two-stage production processes with undesirable products: A case on Asian banks","authors":"Alireza Amirteimoori , Gang Kou","doi":"10.1016/j.seps.2024.102081","DOIUrl":null,"url":null,"abstract":"<div><div>Performance improvement and managerial ability estimation using benchmarking tools and data envelopment analysis (DEA) in banking and financial sectors have attracted considerable attention among researchers and bank managers. Although there are many efforts in two-stage DEA in banks, few studies have been conducted to measure managerial ability and technical efficiency of two-stage DEA in the banking sector. This contribution proposes a two-stage DEA procedure to estimate technical efficiency and managerial ability in the banking sector in six Asian countries. The empirical results obtained for selected Asian banks revealed that variables total capital adequacy ratio, total assets and number of branches have a positive impact on the efficiency of the deposit gathering section. Moreover, we observed that the number of ATMs has a negative impact on the efficiency of the sales and services section. Another finding is that in all these six countries, the sales and service section has performed better than the deposit gathering section.</div></div>","PeriodicalId":22033,"journal":{"name":"Socio-economic Planning Sciences","volume":"96 ","pages":"Article 102081"},"PeriodicalIF":6.2000,"publicationDate":"2024-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Socio-economic Planning Sciences","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0038012124002817","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ECONOMICS","Score":null,"Total":0}

引用次数: 0

Abstract

Performance improvement and managerial ability estimation using benchmarking tools and data envelopment analysis (DEA) in banking and financial sectors have attracted considerable attention among researchers and bank managers. Although there are many efforts in two-stage DEA in banks, few studies have been conducted to measure managerial ability and technical efficiency of two-stage DEA in the banking sector. This contribution proposes a two-stage DEA procedure to estimate technical efficiency and managerial ability in the banking sector in six Asian countries. The empirical results obtained for selected Asian banks revealed that variables total capital adequacy ratio, total assets and number of branches have a positive impact on the efficiency of the deposit gathering section. Moreover, we observed that the number of ATMs has a negative impact on the efficiency of the sales and services section. Another finding is that in all these six countries, the sales and service section has performed better than the deposit gathering section.

查看原文本刊更多论文

有不良产品的两阶段生产过程中的技术效率和管理能力：亚洲银行案例

利用基准工具和数据包络分析（DEA）对银行和金融行业的绩效改进和管理能力进行评估，已经引起了研究人员和银行管理者的极大关注。尽管在银行两阶段 DEA 方面有许多努力，但很少有研究对银行业的管理能力和两阶段 DEA 的技术效率进行测量。本文提出了一种两阶段 DEA 程序来估算六个亚洲国家银行业的技术效率和管理能力。对部分亚洲银行的实证结果显示，总资本充足率、总资产和分支机构数量等变量对存款收集部门的效率有积极影响。此外，我们还发现自动取款机的数量对销售和服务部门的效率有负面影响。另一个发现是，在所有这六个国家中，销售和服务部门的业绩都好于存款收集部门。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

求助全文

约1分钟内获得全文求助全文

来源期刊

Socio-economic Planning Sciences OPERATIONS RESEARCH & MANAGEMENT SCIENCE-

CiteScore

9.40

自引率

13.10%

发文量

294

审稿时长

58 days

期刊介绍： Studies directed toward the more effective utilization of existing resources, e.g. mathematical programming models of health care delivery systems with relevance to more effective program design; systems analysis of fire outbreaks and its relevance to the location of fire stations; statistical analysis of the efficiency of a developing country economy or industry. Studies relating to the interaction of various segments of society and technology, e.g. the effects of government health policies on the utilization and design of hospital facilities; the relationship between housing density and the demands on public transportation or other service facilities: patterns and implications of urban development and air or water pollution. Studies devoted to the anticipations of and response to future needs for social, health and other human services, e.g. the relationship between industrial growth and the development of educational resources in affected areas; investigation of future demands for material and child health resources in a developing country; design of effective recycling in an urban setting.