Bankruptcy Prediction By Using The Grover Method

Fitriani Saragih, Elizar Sinambela, E. Sari
{"title":"Bankruptcy Prediction By Using The Grover Method","authors":"Fitriani Saragih, Elizar Sinambela, E. Sari","doi":"10.4108/eai.8-10-2018.2288689","DOIUrl":null,"url":null,"abstract":"This study aimed to determine and analyze prediction of bankruptcy in telecommunication companies listed on the Indonesia Stock Exchange by using the Grover method. The approach of this research was a descriptive approach. The population in this study was telecommunication companies listed on the Indonesia Stock Exchange, namely five companies. The sampling technique in this study was purposive sampling, so that four selected companies were sampled. Data collection technique in this study was documentation technique. The data analysis technique in this study was descriptive, using the Grover method to predict bankruptcy. The Grover method formula was: 1,650X1 + 3,404X3 0,016ROA + 0,057. This study used three financial ratios, including: Working Capital to Total Assets (X1), Earning Before Interest and Tax (X3), and Return On Assets (ROA). The Grover method categorized companies as bankrupt with G-Score was equal to or less than -0.02 (G ≤ -0.02). G-Score for companies which were not bankrupt was equal to or more than 0.01 (G 1 0.01). Companies with G-Score between the upper and lower limits were in the gray area. The findings showed that company that never had a GScore bankrupt category was PT Telekomunikasi Indonesia Tbk , while companies that had had a G-Score bankrupt category were PT Indosat Tbk from 2013 to 2017, PT Smartfren Telecom Tbk from 2012 to 2017, and PT XL Axiata Tbk from 2015 to 2017. And there had been an increase in the number of companies which were predicted to experience bankruptcy.","PeriodicalId":165604,"journal":{"name":"Proceedings of the Proceedings of the 1st International Conference on Economics, Management, Accounting and Business, ICEMAB 2018, 8-9 October 2018, Medan, North Sumatra, Indonesia","volume":"2013 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the Proceedings of the 1st International Conference on Economics, Management, Accounting and Business, ICEMAB 2018, 8-9 October 2018, Medan, North Sumatra, Indonesia","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4108/eai.8-10-2018.2288689","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

This study aimed to determine and analyze prediction of bankruptcy in telecommunication companies listed on the Indonesia Stock Exchange by using the Grover method. The approach of this research was a descriptive approach. The population in this study was telecommunication companies listed on the Indonesia Stock Exchange, namely five companies. The sampling technique in this study was purposive sampling, so that four selected companies were sampled. Data collection technique in this study was documentation technique. The data analysis technique in this study was descriptive, using the Grover method to predict bankruptcy. The Grover method formula was: 1,650X1 + 3,404X3 0,016ROA + 0,057. This study used three financial ratios, including: Working Capital to Total Assets (X1), Earning Before Interest and Tax (X3), and Return On Assets (ROA). The Grover method categorized companies as bankrupt with G-Score was equal to or less than -0.02 (G ≤ -0.02). G-Score for companies which were not bankrupt was equal to or more than 0.01 (G 1 0.01). Companies with G-Score between the upper and lower limits were in the gray area. The findings showed that company that never had a GScore bankrupt category was PT Telekomunikasi Indonesia Tbk , while companies that had had a G-Score bankrupt category were PT Indosat Tbk from 2013 to 2017, PT Smartfren Telecom Tbk from 2012 to 2017, and PT XL Axiata Tbk from 2015 to 2017. And there had been an increase in the number of companies which were predicted to experience bankruptcy.
用Grover法进行破产预测
本研究旨在运用Grover方法对印尼证券交易所上市电信公司破产预测进行判定与分析。本研究采用描述性研究方法。本研究的人口是在印尼证券交易所上市的电信公司,即五家公司。本研究的抽样方法是有目的抽样,因此选取了四家公司进行抽样。本研究资料收集采用文献法。本研究的数据分析技术是描述性的,使用Grover方法来预测破产。Grover方法公式为:1,650X1 + 3,404X3 0,016ROA + 0,057。本研究使用了三种财务比率,包括:营运资本占总资产(X1),息税前利润(X3)和资产回报率(ROA)。根据格罗弗法,G- score等于或小于-0.02 (G≤-0.02)的企业被分类为破产企业。未破产企业的G- score等于或大于0.01 (g10.01)。G-Score介于上限和下限之间的公司处于灰色地带。调查结果显示,从未出现过G-Score破产类别的公司是PT Telekomunikasi Indonesia Tbk,而2013 - 2017年出现过G-Score破产类别的公司是PT Indosat Tbk, 2012 - 2017年是PT smartfriend Telecom Tbk, 2015 - 2017年是PT XL Axiata Tbk。预计将面临破产的公司数量也有所增加。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信