金融危机预测的基本变量和宏观经济变量分析

Siti Nur Kholisoh, Rina Dwiarti
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引用次数: 4

摘要

财务困境是公司在破产前经历财务困难的一种情况。本研究旨在找出并解释基本变量和宏观经济变量在预测财务困境概率中的影响。根据所使用的八个变量,流动比率、资产负债率、净资产收益率和总资产周转率是一个基本变量。同时将通货膨胀敏感性、汇率敏感性和利率敏感性纳入宏观经济变量。本研究的人群均为2014-2018年在证券交易所上市的porperti和房地产公司。样本选择采用有目的的抽样技术,在样本中获得23家公司,其中5家公司处于财务困境类别,18家公司处于非财务困境类别。分析方法为logistic回归和敏感性分析。结果表明,可变流动比率、资产负债率、总资产周转率、通货膨胀敏感性、汇率敏感性和利率敏感性对财务困境的概率没有显著影响。而净资产收益率显著负向影响公司财务困境。条信息
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Analysis of Fundamental Variables and Macro Economic Variables in Predicting Financial Distress
Financial distress is a condition where the company is experiencing financial difficulties prior to bankruptcy. This study aims to identify and explain the influence of the fundamental variables and macroeconomic variables in predicting the probability of financial distress. Based on the eight variables used, current ratio, debt to assets ratio, return on equity and total asset turnover ratio is a fundamental variable. While the sensitivity of inflation, exchange rate sensitivity and interest rate sensitivity included in macroeconomic variables. The population in this study are all porperti and real estate company listed on the Stock Exchange in 2014-2018. The sample selection using purposive sampling technique, acquired 23 companies in the sample with the five companies in the category of financial distress and 18 companies in the category of non financial distress. The analytical method used is logistic regression and sensitivity analysis. The results showed that the variable current ratio, debt to assets ratio, total asset turnover ratio, inflation sesnitivity, exchange rate sensitivity and interest rate sensitivity did not significantly affect the probability of financial distress. While return on equity significantly negative influence on the company’s financial distress. Article Information
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