OLS&LOGIT提供的集合性信用指标联合融资

Derisman Silalahi, Edison Hulu
{"title":"OLS&LOGIT提供的集合性信用指标联合融资","authors":"Derisman Silalahi, Edison Hulu","doi":"10.34010/jika.v11i1.5918","DOIUrl":null,"url":null,"abstract":"This study aims to determine indicators that have a significant effect on debtor collectability. The number of sample data used is 102 joint financing debtors whose loans were realized in 2019, which consists of two groups of 51 debtors that have current and non-current collectability. The analytical method used is the ordinary least square method and the logit regression method, where the combination of the two analytical methods being used at once was not yet found in previous studies. The analysis result using ordinary least squares shows three (3) significant indicators that affect collectability, namely term of the loan, value of collateral and monthly liabilities, with a significance level of 0.05. Meanwhile, the binary logit analysis results in four (4) significant indicators, namely term of the loan, value of collateral and monthly liabilities with a significance level of 0.05 and level of job risk with a significance level of 0.10. The R-squared value in the ordinary least square is 41%, which means that the ten indicators in this study simultaneously affect the collectability variable, while 59% is influenced by other variables not included in this study. The analysis using the logit regression method shows an R-square value of 39% which can be said that the ten indicators altogether affect debtor collectability by 39%.","PeriodicalId":34882,"journal":{"name":"Jurnal Ilmu Keuangan dan Perbankan","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2021-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"INDIKATOR KOLEKTIBILITAS KREDIT JOINT FINANCING MENGGUNAKAN OLS & LOGIT\",\"authors\":\"Derisman Silalahi, Edison Hulu\",\"doi\":\"10.34010/jika.v11i1.5918\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This study aims to determine indicators that have a significant effect on debtor collectability. The number of sample data used is 102 joint financing debtors whose loans were realized in 2019, which consists of two groups of 51 debtors that have current and non-current collectability. The analytical method used is the ordinary least square method and the logit regression method, where the combination of the two analytical methods being used at once was not yet found in previous studies. The analysis result using ordinary least squares shows three (3) significant indicators that affect collectability, namely term of the loan, value of collateral and monthly liabilities, with a significance level of 0.05. Meanwhile, the binary logit analysis results in four (4) significant indicators, namely term of the loan, value of collateral and monthly liabilities with a significance level of 0.05 and level of job risk with a significance level of 0.10. The R-squared value in the ordinary least square is 41%, which means that the ten indicators in this study simultaneously affect the collectability variable, while 59% is influenced by other variables not included in this study. The analysis using the logit regression method shows an R-square value of 39% which can be said that the ten indicators altogether affect debtor collectability by 39%.\",\"PeriodicalId\":34882,\"journal\":{\"name\":\"Jurnal Ilmu Keuangan dan Perbankan\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-12-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Jurnal Ilmu Keuangan dan Perbankan\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.34010/jika.v11i1.5918\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Jurnal Ilmu Keuangan dan Perbankan","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.34010/jika.v11i1.5918","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

本研究旨在确定对债务人可收回性有重大影响的指标。所使用的样本数据数量为102个在2019年实现贷款的联合融资债务人,其中包括两组51个具有流动和非流动可收回性的债务人。所使用的分析方法是普通最小二乘法和logit回归法,在以前的研究中还没有发现同时使用这两种分析方法的组合。使用普通最小二乘法的分析结果显示,影响可收回性的三(3)个重要指标,即贷款期限、抵押品价值和每月负债,显著性水平为0.05。同时,二元logit分析得出四(4)个重要指标,即贷款期限、抵押品价值和月负债,显著性水平为0.05,工作风险水平为0.10。普通最小二乘法中的R平方值为41%,这意味着本研究中的十个指标同时影响可收集性变量,而59%受到本研究中未包括的其他变量的影响。使用logit回归方法的分析显示,R平方值为39%,可以说这十个指标总共影响了39%的债务人可收回性。
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
INDIKATOR KOLEKTIBILITAS KREDIT JOINT FINANCING MENGGUNAKAN OLS & LOGIT
This study aims to determine indicators that have a significant effect on debtor collectability. The number of sample data used is 102 joint financing debtors whose loans were realized in 2019, which consists of two groups of 51 debtors that have current and non-current collectability. The analytical method used is the ordinary least square method and the logit regression method, where the combination of the two analytical methods being used at once was not yet found in previous studies. The analysis result using ordinary least squares shows three (3) significant indicators that affect collectability, namely term of the loan, value of collateral and monthly liabilities, with a significance level of 0.05. Meanwhile, the binary logit analysis results in four (4) significant indicators, namely term of the loan, value of collateral and monthly liabilities with a significance level of 0.05 and level of job risk with a significance level of 0.10. The R-squared value in the ordinary least square is 41%, which means that the ten indicators in this study simultaneously affect the collectability variable, while 59% is influenced by other variables not included in this study. The analysis using the logit regression method shows an R-square value of 39% which can be said that the ten indicators altogether affect debtor collectability by 39%.
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
自引率
0.00%
发文量
0
审稿时长
8 weeks
期刊最新文献
The Effect of Financial Fundamentals on Stock Returns with Sustainability as a Intervening Variable The Effect of Implementing OJK-BOX (OBOX) Application in The Relationship Among NPL, BOPO, and Cash Ratio on The Profitability of Rural Bank (BPR) in East Java Implementasi Konsep Ekonomi Islam pada Sektor Pertanian berbasis Kearifan Lokal dan Tantangan Pembiayaan di Perbankan Syariah The Determinan Profitabilitas Bank Umum Syariah Di Indonesia Dengan Dana Pihak Ketiga Sebagai Variabel Moderating Pengaruh Rasio Keuangan Terhadap Pembiayaan Bermasalah PT Bank Muamalat Tbk
×
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