{"title":"The role of capital in bank failures across EU-15 countries: backward LR approach","authors":"Ana Kundid Novokmet","doi":"10.17535/crorr.2021.0015","DOIUrl":null,"url":null,"abstract":"Resolving the puzzle which financial indicators persistently indicate severe disruptions in the business of banking, is of the utmost importance for prudential authorities. Thus, the intent of this paper is to outline microeconomic determinants of bankruptcies within the banking sectors of the EU-15 countries and to clarify the role of bank capital in it. Namely, the bank capital regulation is designed as both, ex-ante (bankruptcy prevention) and ex-post (bankruptcy costs reducer) regulatory instrument. Backward stepwise logistic regression was applied on the Bankscope data sample of around 60 commercial banks in the period that preceded the global financial crisis. Estimations were obtained for the year in which a certain bank bankrupted as well as for each year over the five-year period prior to the bankruptcy. Research findings confirm that a number of financial indicators, such as asset quality and liquidity indicators could serve as early warning signals of bank failures even five years before the bankruptcy. The results for bank capital ratios were non-persistent regarding their sign and significance in the year preceding the bankruptcy and several years prior to bankruptcy. Finally, the most convincing results speak in favor of the too-big-to-fail phenomenon, as bank size explains the most of its survival odds.","PeriodicalId":44065,"journal":{"name":"Croatian Operational Research Review","volume":"1 1","pages":""},"PeriodicalIF":0.5000,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Croatian Operational Research Review","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.17535/crorr.2021.0015","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0
Abstract
Resolving the puzzle which financial indicators persistently indicate severe disruptions in the business of banking, is of the utmost importance for prudential authorities. Thus, the intent of this paper is to outline microeconomic determinants of bankruptcies within the banking sectors of the EU-15 countries and to clarify the role of bank capital in it. Namely, the bank capital regulation is designed as both, ex-ante (bankruptcy prevention) and ex-post (bankruptcy costs reducer) regulatory instrument. Backward stepwise logistic regression was applied on the Bankscope data sample of around 60 commercial banks in the period that preceded the global financial crisis. Estimations were obtained for the year in which a certain bank bankrupted as well as for each year over the five-year period prior to the bankruptcy. Research findings confirm that a number of financial indicators, such as asset quality and liquidity indicators could serve as early warning signals of bank failures even five years before the bankruptcy. The results for bank capital ratios were non-persistent regarding their sign and significance in the year preceding the bankruptcy and several years prior to bankruptcy. Finally, the most convincing results speak in favor of the too-big-to-fail phenomenon, as bank size explains the most of its survival odds.
期刊介绍:
Croatian Operational Research Review (CRORR) is the journal which publishes original scientific papers from the area of operational research. The purpose is to publish papers from various aspects of operational research (OR) with the aim of presenting scientific ideas that will contribute both to theoretical development and practical application of OR. The scope of the journal covers the following subject areas: linear and non-linear programming, integer programing, combinatorial and discrete optimization, multi-objective programming, stohastic models and optimization, scheduling, macroeconomics, economic theory, game theory, statistics and econometrics, marketing and data analysis, information and decision support systems, banking, finance, insurance, environment, energy, health, neural networks and fuzzy systems, control theory, simulation, practical OR and applications. The audience includes both researchers and practitioners from the area of operations research, applied mathematics, statistics, econometrics, intelligent methods, simulation, and other areas included in the above list of topics. The journal has an international board of editors, consisting of more than 30 editors – university professors from Croatia, Slovenia, USA, Italy, Germany, Austria and other coutries.