USING MULTI-LEVEL DEA MODEL AND VERIFYING ITS RESULTS WITH LOGIT MODEL

被引：0
|
作者：
Horvathova, Jarmila [1 ]
Mokrisova, Martina [1 ]
机构：
[1] Univ Presov, Fac Management, Presov, Slovakia
来源：
ECONOMIC AND SOCIAL DEVELOPMENT: 43RD INTERNATIONAL SCIENTIFIC CONFERENCE ON ECONOMIC AND SOCIAL DEVELOPMENT RETHINKING MANAGEMENT IN THE DIGITAL ERA: CHALLENGES FROM INDUSTRY 4.0 TO RETAIL MANAGEMENT | 2019年
关键词：
business; Data Envelopment Analysis; financial health; model; BANKRUPTCY; EFFICIENCY; CLASSIFICATION; PREDICTION; TOOL;
D O I：
暂无
中图分类号：
F0 [经济学]; F1 [世界各国经济概况、经济史、经济地理]; C [社会科学总论];
学科分类号：
0201 ; 020105 ; 03 ; 0303 ;
摘要：
In this paper the following research problem was addressed: Is DEA (Data Envelopment Analysis) method a suitable alternative in evaluating financial health of businesses? In relation to research problem the aim of the paper was formulated: To evaluate financial health of businesses with the use of DEA method and to compare its results with the results of logit model. The research was carried out on a sample of 343 businesses operating in Slovak heat industry. To create the DEA model we used selected inputs and outputs and then we formulated additive multi-level DEA model. We compared the results of DEA model with the results of logit model. The application of these methods is a great benefit to the evaluation of business financial health. It also enables us to predict bankruptcy of selected sample of businesses for the future.
引用
收藏
页码：58 / 67
页数：10
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