A DECISION SUPPORT SYSTEM TO PREDICT FINANCIAL DISTRESS. THE CASE OF ROMANIA

被引:0
|
作者
Tudor, Liviu [1 ]
Popescu, Madalina Ecaterina [1 ,2 ]
Andreica, Marin [1 ]
机构
[1] Bucharest Univ Econ Studies, Bucharest, Romania
[2] Natl Sci Res Inst Labour & Social Protect, Bucharest, Romania
来源
关键词
financial distress; decision support system; decision tree; logit and hazard model; neural networks; DISCRIMINANT-ANALYSIS; NEURAL-NETWORKS; BANKRUPTCY; RATIOS; MODEL; FAILURE;
D O I
暂无
中图分类号
F [经济];
学科分类号
02 ;
摘要
Financial distress prediction has become a topic of great interest for most decision makers over the last decades, especially because of the valuable insights and effective early warnings of potential bankruptcy yielded by such prediction models. Therefore, discovering a suitable model for predicting financial distress is likely to be of great significance to global investors. Thus, this paper aims to offer a practical solution to predict financial distress in Romania by focusing on developing an integrated decision support system and on analysing the effectiveness of several prediction models based on decision trees, logit and hazard models, as well as neural networks.
引用
收藏
页码:170 / 179
页数:10
相关论文
共 50 条
  • [1] Managing financial and corporate distress.
    Razin, A
    [J]. JOURNAL OF ECONOMIC LITERATURE, 2002, 40 (01) : 175 - 177
  • [2] On Implementing a Financial Decision Support System
    Kotsiantis, Sotiris
    Kanellopoulos, Dimitris
    Tampakas, Vasilis
    [J]. INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2006, 6 (1A): : 103 - 112
  • [3] Navigating the German Health Care System for Financial Support - Breeding ground for Subjective Distress. A Qualitative Interview-Study with Cancer Patients in Germany
    Zuger, Andrea
    Mathies, Viktoria
    Mehlis, Katja
    Pauge, Sophie
    Surmann, Bastian
    Richter, Luise
    Ernst, Thomas
    Greiner, Wolfgang
    Menold, Natalja
    Winkler, Eva Caroline
    [J]. ONCOLOGY RESEARCH AND TREATMENT, 2022, 45 (SUPPL 3) : 212 - 212
  • [4] Analysis of the Framework for Financial Decision Support System
    Zhang Minli
    Gu Yueran
    Zhu Junwu
    [J]. PROCEEDINGS OF THE 2009 INTERNATIONAL CONFERENCE ON WIRELESS NETWORKS AND INFORMATION SYSTEMS, 2009, : 241 - +
  • [5] ENCORE - FINANCIAL MODELING AND DECISION SUPPORT SYSTEM
    不详
    [J]. PACKAGED SOFTWARE REPORTS, 1985, 11 (04): : 26 - 35
  • [6] Development of a scoring system for predicting upper gastrointestinal distress.
    Goldstein, JL
    Bensen, WG
    Agrawal, NM
    Burke, TA
    Zabinski, RA
    Pettitt, D
    Cary, MM
    [J]. GASTROENTEROLOGY, 2000, 118 (04) : A249 - A249
  • [7] THE USE OF FINANCIAL MODELING AS A DECISION SUPPORT SYSTEM
    WHITLOCK, C
    [J]. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 1984, 35 (12) : A33 - A33
  • [8] A decision support system for financial and social investment
    Serrano-Cinca, Carlos
    Gutierrez-Nieto, Begona
    [J]. APPLIED ECONOMICS, 2013, 45 (28) : 4060 - 4070
  • [9] Decision Support System for the Classification of Financial Indicators
    Ida, Masaaki
    [J]. 2022 JOINT 12TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND INTELLIGENT SYSTEMS AND 23RD INTERNATIONAL SYMPOSIUM ON ADVANCED INTELLIGENT SYSTEMS (SCIS&ISIS), 2022,
  • [10] Capital and liquidity ratios and financial distress. Evidence from the European banking industry
    Chiaramonte, Laura
    Casu, Barbara
    [J]. BRITISH ACCOUNTING REVIEW, 2017, 49 (02): : 138 - 161