中小企业财务效率与信贷风险的关联性研究——基于DEA和Altman Z-score的研究

IF 2.5 Q3 BUSINESS FIIB Business Review Pub Date : 2023-07-17 DOI:10.1177/23197145231177182
Sonali Bagade, Shyamsunder Chitta, Ravi Kumar Jain, V. Padmavathi, K. Prasad
{"title":"中小企业财务效率与信贷风险的关联性研究——基于DEA和Altman Z-score的研究","authors":"Sonali Bagade, Shyamsunder Chitta, Ravi Kumar Jain, V. Padmavathi, K. Prasad","doi":"10.1177/23197145231177182","DOIUrl":null,"url":null,"abstract":"Small and medium enterprises (SMEs) have encountered several threats resulting in a high failure rate vis-à-vis unavailability of financial assistance from funding institutions. Financial assistance is triggered through financial efficiency of SMEs and an error-free credit risk assessment. This article attempts to evaluate SMEs’ financial efficiency and credit risk. Data from 2016 to 2020 are collected for 36 listed companies and analysed using the Altman Z-score to predict leeway of bankruptcy and data envelopment analysis to study the financial efficiency. Association between results of both the models shows that there does not exist a direct relation between credit risk and financial efficiency. SMEs can build a comprehensive financial portfolio using the findings of this study The study findings indicated that it lowers the asymmetry of information and leads to deciding on proper interest rates to reduce borrowers’ substantiated credit risk, as this would result in ease of funding to financially distressed SMEs.","PeriodicalId":53215,"journal":{"name":"FIIB Business Review","volume":" ","pages":""},"PeriodicalIF":2.5000,"publicationDate":"2023-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Association Between Financial Efficiency and Credit Risk of SMEs—A Study Using DEA and Altman Z-score\",\"authors\":\"Sonali Bagade, Shyamsunder Chitta, Ravi Kumar Jain, V. Padmavathi, K. Prasad\",\"doi\":\"10.1177/23197145231177182\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Small and medium enterprises (SMEs) have encountered several threats resulting in a high failure rate vis-à-vis unavailability of financial assistance from funding institutions. Financial assistance is triggered through financial efficiency of SMEs and an error-free credit risk assessment. This article attempts to evaluate SMEs’ financial efficiency and credit risk. Data from 2016 to 2020 are collected for 36 listed companies and analysed using the Altman Z-score to predict leeway of bankruptcy and data envelopment analysis to study the financial efficiency. Association between results of both the models shows that there does not exist a direct relation between credit risk and financial efficiency. SMEs can build a comprehensive financial portfolio using the findings of this study The study findings indicated that it lowers the asymmetry of information and leads to deciding on proper interest rates to reduce borrowers’ substantiated credit risk, as this would result in ease of funding to financially distressed SMEs.\",\"PeriodicalId\":53215,\"journal\":{\"name\":\"FIIB Business Review\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":2.5000,\"publicationDate\":\"2023-07-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"FIIB Business Review\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1177/23197145231177182\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"BUSINESS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"FIIB Business Review","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1177/23197145231177182","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"BUSINESS","Score":null,"Total":0}
引用次数: 0

摘要

中小型企业遇到了一些威胁,导致融资机构无法提供财政援助的失败率很高。财政援助是通过中小企业的财务效率和无错误的信贷风险评估来启动的。本文试图评估中小企业的财务效率和信用风险。收集了36家上市公司2016年至2020年的数据,并使用Altman Z-score预测破产余地和数据包络分析研究财务效率。两个模型的结果之间的关联表明,信贷风险和金融效率之间不存在直接关系。中小企业可以利用这项研究的结果建立一个全面的金融投资组合。研究结果表明,它降低了信息的不对称性,并导致决定适当的利率,以降低借款人的实际信贷风险,因为这将使陷入财务困境的中小企业更容易获得资金。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Association Between Financial Efficiency and Credit Risk of SMEs—A Study Using DEA and Altman Z-score
Small and medium enterprises (SMEs) have encountered several threats resulting in a high failure rate vis-à-vis unavailability of financial assistance from funding institutions. Financial assistance is triggered through financial efficiency of SMEs and an error-free credit risk assessment. This article attempts to evaluate SMEs’ financial efficiency and credit risk. Data from 2016 to 2020 are collected for 36 listed companies and analysed using the Altman Z-score to predict leeway of bankruptcy and data envelopment analysis to study the financial efficiency. Association between results of both the models shows that there does not exist a direct relation between credit risk and financial efficiency. SMEs can build a comprehensive financial portfolio using the findings of this study The study findings indicated that it lowers the asymmetry of information and leads to deciding on proper interest rates to reduce borrowers’ substantiated credit risk, as this would result in ease of funding to financially distressed SMEs.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
5.40
自引率
11.50%
发文量
68
期刊最新文献
Demystifying Organization Success: A Bibliometric Analysis and Future Research Agenda What Influences Innovation Score for Countries at Different Levels of Development? Examining the Effects of Teaching, Research and Knowledge Transfer Three Decades of Life Satisfaction: A Bibliometric Review and Research Agenda Workplace Stressors and Their Consequences on Frontliners’ Performance: A Conservation of Resources Perspective A Semiotic Analysis of Cultural Differences Between Australian and Emirati E-commerce Websites
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1