The Efficiency of Bankruptcy Forecast Models in the Hungarian SME Sector

被引:14
|
作者
Szeverin, Ekes Kristof [1 ]
Laszlo, Koloszar [1 ]
机构
[1] Univ West Hungary, Fac Econ, Sopron, Hungary
关键词
bankruptcy forecast models; discriminant-analysis and logistical regression; neural networks;
D O I
10.7441/joc.2014.02.05
中图分类号
F [经济];
学科分类号
02 ;
摘要
The paper examines the efficiency of bankruptcy forecast models in the Hungarian SME sector. We also try to construct own models using discriminant-analysis, logistical regression's, and neural network methods, based on a random sample, what we try to validate on a second sample. It has been proved that our own model can only be applied on the first sample with an outstanding result. It has also been proved that complicated statistical solutions themselves are not always applicable; there is a need for the expertise of an experienced economist. The research, of course, does not say that the bankruptcy-forecast methods used in literature have lost their trustworthiness completely. It just draws the attention to the fact that the economic circumstances of Hungarian SMEs can't be compared to that of big foreign companies. Therefore, the results of the indexes developed to the large enterprise sector cannot help accurate decision making in case of SMEs. Huge narrowing of the complexity of economic characteristics may lead to false results.
引用
收藏
页码:56 / 73
页数:18
相关论文
共 50 条
  • [41] STORES AS AN OPPORTUNITY FOR THE DEVELOPMENT OF SME SECTOR
    Chodak, Grzegorz
    [J]. HRADECKE EKONOMICKE DNY 2006: PODNIKANI A ROZVOJ REGIONU, 2006, : 187 - 191
  • [42] ESTIMATES USING STOCHASTIC METHODS FOR SME'S RISK OF BANKRUPTCY
    Balan, Mariana
    Iorgulescu, Raluca
    [J]. MONETARY, BANKING AND FINANCIAL ISSUES IN CENTRAL AND EASTERN EU MEMBER COUNTRIES: HOW CAN CENTRAL AND EASTERN EU MEMBERS OVERCOME THE CURRENT ECONOMIC CRISIS?, VOL I, 2014, : 235 - 243
  • [43] Foreign direct investment and the SME sector
    Thompson, Piers
    Zang, Wenyu
    [J]. INTERNATIONAL JOURNAL OF ENTREPRENEURIAL BEHAVIOR & RESEARCH, 2015, 21 (01): : 50 - 75
  • [44] Evaluation and reporting of CSR in SME sector
    Szczanowicz, Justyna
    Saniuk, Sebastian
    [J]. MANAGEMENT-POLAND, 2016, 20 (01): : 96 - 110
  • [45] THE COMPARATIVE ANALYSIS OF THE ERP SYSTEMS FOR THE HUNGARIAN SME'S
    Erdos, Ferenc
    [J]. IDIMT-2006, 2006, 19 : 275 - 284
  • [46] Forecast of electricity consumption in the Cameroonian residential sector by Grey and vector autoregressive models
    Guefano, Serge
    Tamba, Jean Gaston
    Azong, Tchitile Emmanuel Wilfried
    Monkam, Louis
    [J]. ENERGY, 2021, 214
  • [47] Bankruptcy prediction in the sector of construction in Lithuania
    Marcinkevicius, Rosvydas
    Kanapickiene, Rasa
    [J]. 19TH INTERNATIONAL SCIENTIFIC CONFERENCE ECONOMICS AND MANAGEMENT 2014 (ICEM-2014), 2014, 156 : 553 - 557
  • [48] Westinghouse bankruptcy hits nuclear sector
    Gwynne, Peter
    [J]. PHYSICS WORLD, 2017, 30 (05) : 7 - 7
  • [49] Changes in the Business Models of Manufacturing Companies in the SME Sector After the Implementation of Cloud Computing Solutions
    Lisowska, Renata
    Pamula, Anna
    [J]. EURASIAN BUSINESS PERSPECTIVES, 2020, 14 (02): : 301 - 313
  • [50] Boost for Hungarian sugar sector
    不详
    [J]. INTERNATIONAL SUGAR JOURNAL, 2005, 107 (1275): : 136 - 136