{"title":"商业银行信用风险效率:来自科索沃的经验证据","authors":"Arbana Sahiti, A. Sahiti","doi":"10.15549/JEECAR.V8I2.635","DOIUrl":null,"url":null,"abstract":"Commercial banks' credit risk management is a function that focuses on events that may affect the achievement of objectives. Improper management will result in negative consequences or results. Therefore, banks usually pay more attention to events with a higher probability and impact of a direct loss of revenue and capital than events that may result in positive effects. This research adopts secondary data and seeks to analyze credit risk management of commercial banks in Kosovo through a developed DEA (Data Envelopment Analysis) model. The study covers seven commercial banks in Kosovo for the period 2008-2016 and uses Tobit regression to determine credit risk efficiency. The estimation results show a statistically significant positive relationship between bank efficiency, capital adequacy, and loans. Moreover, the study found that banks' efficiency factors, including profitability, deposits, costs, banks size, GDP growth, and inflation, are not statistically significant.","PeriodicalId":405783,"journal":{"name":"PSN: Financial Institutions (Topic)","volume":"114 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"The Commercial Banks’ Credit Risk Efficiency: Empirical Evidence from Kosovo\",\"authors\":\"Arbana Sahiti, A. Sahiti\",\"doi\":\"10.15549/JEECAR.V8I2.635\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Commercial banks' credit risk management is a function that focuses on events that may affect the achievement of objectives. Improper management will result in negative consequences or results. Therefore, banks usually pay more attention to events with a higher probability and impact of a direct loss of revenue and capital than events that may result in positive effects. This research adopts secondary data and seeks to analyze credit risk management of commercial banks in Kosovo through a developed DEA (Data Envelopment Analysis) model. The study covers seven commercial banks in Kosovo for the period 2008-2016 and uses Tobit regression to determine credit risk efficiency. The estimation results show a statistically significant positive relationship between bank efficiency, capital adequacy, and loans. Moreover, the study found that banks' efficiency factors, including profitability, deposits, costs, banks size, GDP growth, and inflation, are not statistically significant.\",\"PeriodicalId\":405783,\"journal\":{\"name\":\"PSN: Financial Institutions (Topic)\",\"volume\":\"114 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-06-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"PSN: Financial Institutions (Topic)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.15549/JEECAR.V8I2.635\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"PSN: Financial Institutions (Topic)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.15549/JEECAR.V8I2.635","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The Commercial Banks’ Credit Risk Efficiency: Empirical Evidence from Kosovo
Commercial banks' credit risk management is a function that focuses on events that may affect the achievement of objectives. Improper management will result in negative consequences or results. Therefore, banks usually pay more attention to events with a higher probability and impact of a direct loss of revenue and capital than events that may result in positive effects. This research adopts secondary data and seeks to analyze credit risk management of commercial banks in Kosovo through a developed DEA (Data Envelopment Analysis) model. The study covers seven commercial banks in Kosovo for the period 2008-2016 and uses Tobit regression to determine credit risk efficiency. The estimation results show a statistically significant positive relationship between bank efficiency, capital adequacy, and loans. Moreover, the study found that banks' efficiency factors, including profitability, deposits, costs, banks size, GDP growth, and inflation, are not statistically significant.