{"title":"中小企业的资本结构与违约风险:来自阿尔及利亚的证据","authors":"Riad Baha, Aldo Levy, Amir Hasnaoui","doi":"10.1108/jrf-04-2023-0105","DOIUrl":null,"url":null,"abstract":"PurposeThis study examines the existence of a causal relationship between the capital structure at the creation of the small and medium-sized enterprise (SME) and its viability after 3 years.Design/methodology/approachThe empirical strategy consists of proceeding in two stages: first, the use of the Logit model to regress the studied variable reflecting the state of an SME of being in default or not, on the variables likely to significantly explain its default risk. Second, the authors investigate the existence of a relationship between the capital structure at the time of SME creation and viability. The obtained results are analyzed to confirm the initial hypothesis.FindingsThe results obtained indicate that the Logit model performs well in terms of discriminating and classifying SMEs. These findings are consistent with previous studies and support their conclusions regarding the model's strong classification capability. Furthermore, the model demonstrates a noteworthy classification rate of 90% for capital SMEs, specifically joint-stock companies (SpA). Out of the 10 observed SMEs, 8 nonfailing SMEs were still operational three years after the observation period, resulting in a survival rate of 80%.Practical implicationsThe results allow bankers to better understand the main determinants of SME default risk and demonstrate the existence of a causal relationship between the capital structure of an SME and its viability. This study is conducted in the construction, public works, and hydraulics sector (second largest sector in Algeria after the services sector). In future works, the authors try to extend the results of this study to other sectors of activity.Originality/valueThe richness of the established Logit model is to consider both financial and non-financial and qualitative variables. Although the qualitative variables are not statistically significant in the results obtained, the authors used the “Legal form” variable to demonstrate the existence of a causal relationship between the capital structure of an SME and its viability.","PeriodicalId":46579,"journal":{"name":"Journal of Risk Finance","volume":null,"pages":null},"PeriodicalIF":5.7000,"publicationDate":"2023-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Capital structure and default risk of small and medium enterprises: evidence from Algeria\",\"authors\":\"Riad Baha, Aldo Levy, Amir Hasnaoui\",\"doi\":\"10.1108/jrf-04-2023-0105\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"PurposeThis study examines the existence of a causal relationship between the capital structure at the creation of the small and medium-sized enterprise (SME) and its viability after 3 years.Design/methodology/approachThe empirical strategy consists of proceeding in two stages: first, the use of the Logit model to regress the studied variable reflecting the state of an SME of being in default or not, on the variables likely to significantly explain its default risk. Second, the authors investigate the existence of a relationship between the capital structure at the time of SME creation and viability. The obtained results are analyzed to confirm the initial hypothesis.FindingsThe results obtained indicate that the Logit model performs well in terms of discriminating and classifying SMEs. These findings are consistent with previous studies and support their conclusions regarding the model's strong classification capability. Furthermore, the model demonstrates a noteworthy classification rate of 90% for capital SMEs, specifically joint-stock companies (SpA). Out of the 10 observed SMEs, 8 nonfailing SMEs were still operational three years after the observation period, resulting in a survival rate of 80%.Practical implicationsThe results allow bankers to better understand the main determinants of SME default risk and demonstrate the existence of a causal relationship between the capital structure of an SME and its viability. This study is conducted in the construction, public works, and hydraulics sector (second largest sector in Algeria after the services sector). In future works, the authors try to extend the results of this study to other sectors of activity.Originality/valueThe richness of the established Logit model is to consider both financial and non-financial and qualitative variables. Although the qualitative variables are not statistically significant in the results obtained, the authors used the “Legal form” variable to demonstrate the existence of a causal relationship between the capital structure of an SME and its viability.\",\"PeriodicalId\":46579,\"journal\":{\"name\":\"Journal of Risk Finance\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":5.7000,\"publicationDate\":\"2023-07-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Risk Finance\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1108/jrf-04-2023-0105\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BUSINESS, FINANCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Risk Finance","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1108/jrf-04-2023-0105","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
Capital structure and default risk of small and medium enterprises: evidence from Algeria
PurposeThis study examines the existence of a causal relationship between the capital structure at the creation of the small and medium-sized enterprise (SME) and its viability after 3 years.Design/methodology/approachThe empirical strategy consists of proceeding in two stages: first, the use of the Logit model to regress the studied variable reflecting the state of an SME of being in default or not, on the variables likely to significantly explain its default risk. Second, the authors investigate the existence of a relationship between the capital structure at the time of SME creation and viability. The obtained results are analyzed to confirm the initial hypothesis.FindingsThe results obtained indicate that the Logit model performs well in terms of discriminating and classifying SMEs. These findings are consistent with previous studies and support their conclusions regarding the model's strong classification capability. Furthermore, the model demonstrates a noteworthy classification rate of 90% for capital SMEs, specifically joint-stock companies (SpA). Out of the 10 observed SMEs, 8 nonfailing SMEs were still operational three years after the observation period, resulting in a survival rate of 80%.Practical implicationsThe results allow bankers to better understand the main determinants of SME default risk and demonstrate the existence of a causal relationship between the capital structure of an SME and its viability. This study is conducted in the construction, public works, and hydraulics sector (second largest sector in Algeria after the services sector). In future works, the authors try to extend the results of this study to other sectors of activity.Originality/valueThe richness of the established Logit model is to consider both financial and non-financial and qualitative variables. Although the qualitative variables are not statistically significant in the results obtained, the authors used the “Legal form” variable to demonstrate the existence of a causal relationship between the capital structure of an SME and its viability.
期刊介绍:
The Journal of Risk Finance provides a rigorous forum for the publication of high quality peer-reviewed theoretical and empirical research articles, by both academic and industry experts, related to financial risks and risk management. Articles, including review articles, empirical and conceptual, which display thoughtful, accurate research and be rigorous in all regards, are most welcome on the following topics: -Securitization; derivatives and structured financial products -Financial risk management -Regulation of risk management -Risk and corporate governance -Liability management -Systemic risk -Cryptocurrency and risk management -Credit arbitrage methods -Corporate social responsibility and risk management -Enterprise risk management -FinTech and risk -Insurtech -Regtech -Blockchain and risk -Climate change and risk