Scientific journal paper Q1
Integrating cognitive mapping and MCDA for bankruptcy prediction in small- and medium-sized enterprises
Manuel Damião Neves Trincão de Oliveira (Oliveira, M.); Fernando Ferreira (Ferreira, F.); Guillermo O. Pérez-Bustamante Ilander (Ilander, G.); Marjan Jalali (Jalali, M.);
Journal Title
Journal of the Operational Research Society
Year (definitive publication)
2017
Language
English
Country
United Kingdom
More Information
Web of Science®

Times Cited: 59

(Last checked: 2024-11-21 11:46)

View record in Web of Science®


: 3.4
Scopus

Times Cited: 54

(Last checked: 2024-11-20 21:40)

View record in Scopus


: 2.9
Google Scholar

Times Cited: 94

(Last checked: 2024-11-18 01:00)

View record in Google Scholar

Abstract
The 2008 global financial crisis and its aftermath have shown the ability to predict bankruptcy to be a vital management skill and that the methodologies used for that purpose should be as close to reality as possible. This study aims to develop a multiple criteria system to predict bankruptcy in small- and medium-sized enterprises (SMEs). It combines cognitive mapping with the measuring attractiveness by a categorical based evaluation technique (MACBETH), resulting in a more complete and transparent process for evaluating SMEs and their risk of bankruptcy. What differentiates this framework is the fact that it is based on information obtained directly from managers and bank analysts who deal with this type of adversity on a daily basis. The results highlight the importance of financial and strategic aspects, among others, and demonstrate how cognitive mapping can improve the understanding of the decision situation at hand, while MACBETH facilitates the calculation of trade-offs among evaluation criteria.
Acknowledgements
--
Keywords
Bankruptcy prediction,Cognitive mapping,MCDA,SMEs
  • Economics and Business - Social Sciences