Potensi Kebangkrutan Perusahaan dengan Notasi Khusus menggunakan Zmijewksi X Score Model dan Ohlson O Score Model

Robith Hudaya, Nungki Kartikasari, Adhitya Bayu Suryantara, Paradisa Sukma
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Abstract

The Indonesian Stock Exchange (BEI) regulations in the form of Circular Letter Number: SE-00001/BEI/12-2018 require that companies be broken down into various letter notations so that their condition can be mapped. This particular notation is a warning given by the IDX to investors to protect themselves from problematic issuers and to each issuer to comply with the rules to avoid embedding more special notations. This research was conducted to map the company's potential for bankruptcy, as seen from whetherthere were financial difficulties in the year before the special notation was given. This depiction will provide initial detection for Indonesian capital market investors in investing their capital. It can serve as empirical evidence as to whether all companies previously given special notations experienced potential bankruptcy. Two financial difficulty analysis tools are used, namely the Zmijewksi X Score Model, which is based on Multiple Discriminant Analysis (MDA), and the Ohlson O Score Model, which isbased on Logistic Regression. The research results found that calculating financial distress using the X-Score model in 154 companies that received special notation found that 60 companies had the potential to experience bankruptcy. For 94 companies, there is no potential for bankruptcy in 2021. Calculation of financial distress using the O-Score model for 154 companies that received special notation found that 34 companies had the potential to experience bankruptcy. For 120 companies, there is no potential for bankruptcy in 2021. Companies with the notations E, B, Y, D and S have an enormous potential for bankruptcy. Based on these findings, investors are asked to avoid shares with this notation so as not to experience losses in investing.
使用 Zmijewksi X 评分模型和 Ohlson O 评分模型分析有特殊标记公司的潜在破产情况
印尼证券交易所(BEI)以通函编号的形式发布了相关规定:SE-00001/BEI/12-2018 要求将公司细分为不同的字母符号,以便对其状况进行映射。这种特殊标记是 IDX 向投资者发出的警告,以保护自己免受有问题的发行人的影响,并要求每个发行人遵守规则,避免嵌入更多特殊标记。这项研究的目的是绘制公司的破产潜力图,从公司在特殊标记前一年是否出现财务困难可以看出。这一描述将为印尼资本市场投资者的资本投资提供初步检测。它可以作为经验证据,证明是否所有之前被给予特殊标记的公司都经历过潜在的破产。研究使用了两种财务困难分析工具,即基于多元判别分析(MDA)的 Zmijewksi X Score 模型和基于逻辑回归的 Ohlson O Score 模型。研究结果发现,使用 X 评分模型对 154 家获得特殊标记的公司进行财务困境计算后发现,有 60 家公司有可能遭遇破产。94 家公司在 2021 年没有破产的可能。使用 O-Score 模型对 154 家获得特别注释的公司进行财务困境计算后发现,34 家公司有可能破产。120 家公司在 2021 年没有破产的可能。获得 E、B、Y、D 和 S 标记的公司有巨大的破产潜力。基于这些发现,投资者应避免购买带有这些标记的股票,以免在投资中遭受损失。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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