Advanced search
Publication Cover
Journal of the Operational Research Society Volume 68, 2017 - Issue 9
Submit an article Journal homepage
542
Views
47
CrossRef citations to date
0
Altmetric
Article

Integrating cognitive mapping and MCDA for bankruptcy prediction in small- and medium-sized enterprises

Manuel D. N. T. OliveiraISCTE Business School, BRU-IULUniversity Institute of Lisbon Avenida das Forças Armadas 1649-026LisbonPortugalCorrespondence[email protected]
,
Fernando A. F. FerreiraISCTE Business School, BRU-IULUniversity Institute of Lisbon Avenida das Forças Armadas 1649-026LisbonPortugal;Department of Finance, Insurance and Real Estate, Fogelman College of Business and EconomicsUniversity of Memphis38152-3120MemphisTNUSACorrespondence[email protected] [email protected]
,
Guillermo O. Pérez-Bustamante IlanderFaculty of Economics and BusinessUniversity of Oviedo Avda. Del Cristo s/n 33007OviedoSpainCorrespondence[email protected]
&
Marjan S. JalaliISCTE Business School, BRU-IULUniversity Institute of Lisbon Avenida das Forças Armadas 1649-026LisbonPortugalCorrespondence[email protected]
Pages 985-997 | Received 04 Oct 2016, Accepted 28 Nov 2016, Published online: 21 Dec 2017

Citations (47)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (10)

Tatyana Ð. Soldatenko, Faizan Ali, Saira R. Yessimzhanova, Tatyana Fedorova & Nargiza Aliyeva. (2023) From customer intelligence to sustainability: management feature of SMEs in Almaty City. Journal of Strategic Marketing 0:0, pages 1-15.
Read now
Meng Zhao, Zeshui Xu, Wenxian Zhao & Daiwei Wei. (2022) The two-stage utility function with an aspiration to mass data and uncertain linguistic environment in multiple experts multiple criteria decision making. Journal of the Operational Research Society 73:11, pages 2500-2517.
Read now
Fernando S. Oliveira. (2022) A Causal Map Analysis of Supply Chain Decentralization. Journal of Computer Information Systems 62:2, pages 205-215.
Read now
João D. C. B. S. Natividade, Fernando A. F. Ferreira, Constantin Zopounidis, Leandro F. Pereira, Amali Çipi & João J. M. Ferreira. (2021) Developing a composite index for intrapreneurial orientation in small and medium-sized enterprises: A comprehensive dual methodology. Journal of the Operational Research Society 72:7, pages 1674-1687.
Read now
Tiep Le Thanh, Ngo Quang Huan & Tran Thi Thuy Hong. (2021) Determinants for competitiveness in the context of international integration pressure: Case of small and medium enterprises in emerging economy–Vietnam. Cogent Business & Management 8:1.
Read now
Yilmaz Guney, Elvis Hernandez-Perdomo & Claudio M. Rocco. (2020) Does relative strength in corporate governance improve corporate performance? Empirical evidence using MCDA approach. Journal of the Operational Research Society 71:10, pages 1593-1618.
Read now
Fernando A. F. Ferreira, José P. Esperança, Maria A. S. Xavier, Renato L. Costa & Blanca Pérez-Gladish. (2019) A socio-technical approach to the evaluation of social credit applications. Journal of the Operational Research Society 70:10, pages 1801-1816.
Read now
Vanessa I. G. Pereira, Fernando A. F. Ferreira & Hsiao-Chen Chang. (2019) A constructivist multiple criteria framework for mortgage risk analysis. INFOR: Information Systems and Operational Research 57:3, pages 361-378.
Read now
Fernando A. F. Ferreira, Ronald W. Spahr, Mark A. Sunderman & Marjan S. Jalali. (2018) A prioritisation index for blight intervention strategies in residential real estate. Journal of the Operational Research Society 69:8, pages 1269-1285.
Read now
Hamid Cheraghali & Peter Molnár. SME default prediction: A systematic methodology-focused review. Journal of Small Business Management 0:0, pages 1-59.
Read now

Articles from other publishers (37)

Xavier S. Bastos, Fernando A.F. Ferreira, Devika Kannan, Neuza C.M.Q.F. Ferreira & Nerija Banaitienė. (2023) A CM-DEMATEL assessment of SME competitiveness factors. CIRP Journal of Manufacturing Science and Technology 46, pages 74-88.
Crossref
T. A. Soldatenko, S. R. Yessimzhanova, G. K. Baizhaxynova & T. L. Fedorova. (2023) Effectiveness of using a customer journey map: practical case of a Kazakhstani SME company. Bulletin of "Turan" University:3, pages 339-353.
Crossref
Hugo E. M. Fernandes & Fernando A. F. Ferreira. (2020) Health insurance risk assessment using cognitive mapping and multiple‐criteria decision analysis. International Transactions in Operational Research 30:5, pages 2158-2188.
Crossref
Carmen Gallucci, Rosalia Santullli, Michele Modina & Vincenzo Formisano. (2022) Financial ratios, corporate governance and bank-firm information: a Bayesian approach to predict SMEs’ default. Journal of Management and Governance 27:3, pages 873-892.
Crossref
Joao F. C. Rodrigues, Fernando A. F. Ferreira, Leandro F. Pereira, Elias G. Carayannis & Joao J. M. Ferreira. (2022) Banking Digitalization: (Re)Thinking Strategies and Trends Using Problem Structuring Methods. IEEE Transactions on Engineering Management 69:4, pages 1517-1531.
Crossref
Yang Lu, Lian Yang, Baofeng Shi, Jiaxiang Li & Mohammad Zoynul Abedin. (2022) A novel framework of credit risk feature selection for SMEs during industry 4.0. Annals of Operations Research.
Crossref
Francisco C. Marques, Fernando A. F. Ferreira, Constantin Zopounidis & Audrius Banaitis. (2020) A system dynamics-based approach to determinants of family business growth. Annals of Operations Research 311:2, pages 799-819.
Crossref
Meng-Meng Tan, Dong-Ling Xu & Jian-Bo Yang. (2022) Corporate Failure Risk Assessment for Knowledge-Intensive Services Using the Evidential Reasoning Approach. Journal of Risk and Financial Management 15:3, pages 131.
Crossref
Татьяна Солдатенко, Ирина Скоробогатых, Сайра Есимжанова & Татьяна Федорова. (2022) Customer journey as a tool for improving customer experience in small and medium-sized businesses. Маркетинг и маркетинговые исследования Marketing and Marketing Research 2, pages 112-119.
Crossref
Igor Pinheiro de Araújo Costa, Miguel Ângelo Lellis Moreira, Arthur Pinheiro de Araújo Costa, Luiz Frederico Horácio de Souza de Barros Teixeira, Carlos Francisco Simões Gomes & Marcos Dos Santos. (2021) Strategic Study for Managing the Portfolio of IT Courses Offered by a Corporate Training Company: An Approach in the Light of the ELECTRE-MOr Multicriteria Hybrid Method. International Journal of Information Technology & Decision Making 21:01, pages 351-379.
Crossref
Mingqi Ye & Jing Lyu. (2021) Discussion on the Application Mode of Financial Informatization in Small and Medium-sized Enterprises Based on Data Mining. Discussion on the Application Mode of Financial Informatization in Small and Medium-sized Enterprises Based on Data Mining.
Joana B. Costa, Fernando A.F. Ferreira, Ronald W. Spahr, Mark A. Sunderman & Leandro F. Pereira. (2021) Intervention strategies for urban blight: A participatory approach. Sustainable Cities and Society 70, pages 102901.
Crossref
Miguel S. M. Rosário, Fernando A. F. Ferreira, Amali Çipi, Guillermo O. Pérez-Bustamante Ilander & Nerija Banaitienė. (2021) “SHOULD I STAY OR SHOULD I GO?”: A MULTIPLE-CRITERIA GROUP DECISION-MAKING APPROACH TO SME INTERNATIONALIZATION. Technological and Economic Development of Economy 27:4, pages 876-899.
Crossref
Madalena V.H.C. Barão, Fernando A.F. Ferreira, Ronald W. Spahr, Mark A. Sunderman, Kannan Govindan & Ieva Meidutė-Kavaliauskienė. (2021) Strengthening urban sustainability: Identification and analysis of proactive measures to combat blight. Journal of Cleaner Production 292, pages 126026.
Crossref
Francesco Ciampi, Alessandro Giannozzi, Giacomo Marzi & Edward I. Altman. (2021) Rethinking SME default prediction: a systematic literature review and future perspectives. Scientometrics 126:3, pages 2141-2188.
Crossref
Zeyu Zhang, Xiaoting Wang, Lingzhong Meng & Qian Wang. (2021) Enterprise development forecast analysis under environmental policy based on knowledge graph. IOP Conference Series: Earth and Environmental Science 675:1, pages 012111.
Crossref
Ana L.D. Lousada, Fernando A.F. Ferreira, Ieva Meidutė-Kavaliauskienė, Ronald W. Spahr, Mark A. Sunderman & Leandro F. Pereira. (2021) A sociotechnical approach to causes of urban blight using fuzzy cognitive mapping and system dynamics. Cities 108, pages 102963.
Crossref
Maria A. S. Xavier, Fernando A. F. Ferreira & José P. Esperança. (2018) An intuition-based evaluation framework for social credit applications. Annals of Operations Research 296:1-2, pages 571-590.
Crossref
Mohammad Mahdi Mousavi & Jilei Lin. (2020) The application of PROMETHEE multi-criteria decision aid in financial decision making: Case of distress prediction models evaluation. Expert Systems with Applications 159, pages 113438.
Crossref
Peng Jiang, Wenbao Wang, Yi-Chung Hu, Yu-Jing Chiu & Shu-Ju Tsao. (2020) Pattern classification using tolerance rough sets based on non-additive grey relational analysis and DEMATEL. Grey Systems: Theory and Application 11:1, pages 166-182.
Crossref
Yi-Chung Hu, Peng Jiang, Hang Jiang & Jung-Fa Tsai. (2020) Bankruptcy prediction using multivariate grey prediction models. Grey Systems: Theory and Application 11:1, pages 46-62.
Crossref
Elena Gregova, Katarina Valaskova, Peter Adamko, Milos Tumpach & Jaroslav Jaros. (2020) Predicting Financial Distress of Slovak Enterprises: Comparison of Selected Traditional and Learning Algorithms Methods. Sustainability 12:10, pages 3954.
Crossref
Jéssica C.M. Simões, Fernando A.F. Ferreira, Marta Peris-Ortiz & João J.M. Ferreira. (2020) A cognition-driven framework for the evaluation of startups in the digital economy. Management Decision 58:11, pages 2327-2347.
Crossref
Yi-Chung Hu. (2019) A multivariate grey prediction model with grey relational analysis for bankruptcy prediction problems. Soft Computing 24:6, pages 4259-4268.
Crossref
Jaqueline de Moraes, Jones Luís Schaefer, Jacques Nelson Corleta Schreiber, Johanna Dreher Thomas & Elpidio Oscar Benitez Nara. (2020) Algorithm applied: attracting MSEs to business associations. Journal of Business & Industrial Marketing 35:1, pages 13-22.
Crossref
Fraz Inam, Aneeq Inam, Muhammad Abbas Mian, Adnan Ahmed Sheikh & Hayat Muhammad Awan. (2019) Forecasting Bankruptcy for organizational sustainability in Pakistan. Journal of Economic and Administrative Sciences 35:3, pages 183-201.
Crossref
Juhi Raghuvanshi, Rajat Agrawal & Prakriti Kumar Ghosh. (2019) Measuring the innovation capability of micro enterprises in India. Benchmarking: An International Journal 26:5, pages 1405-1430.
Crossref
Inês F.C. Reis, Fernando A.F. Ferreira, Ieva Meidutė-Kavaliauskienė, Kannan Govindan, Wenchang Fang & Pedro F. Falcão. (2019) An evaluation thermometer for assessing city sustainability and livability. Sustainable Cities and Society 47, pages 101449.
Crossref
Fernando A. F. Ferreira, Ieva Meidutė-Kavaliauskienė, Edmundas K. Zavadskas, Marjan S. Jalali & Sandra M. J. Catarino. (2019) A Judgment-Based Risk Assessment Framework for Consumer Loans. International Journal of Information Technology & Decision Making 18:01, pages 7-33.
Crossref
Michalis Doumpos, Christos Lemonakis, Dimitrios Niklis & Constantin ZopounidisMichalis Doumpos, Christos Lemonakis, Dimitrios Niklis & Constantin Zopounidis. 2019. Analytical Techniques in the Assessment of Credit Risk. Analytical Techniques in the Assessment of Credit Risk 77 98 .
Mohammad Zoynul Abedin, Chi Guotai, Fahmida–E– Moula, A.S.M. Sohel Azad & Mohammed Shamim Uddin Khan. (2018) Topological applications of multilayer perceptrons and support vector machines in financial decision support systems. International Journal of Finance & Economics 24:1, pages 474-507.
Crossref
Patrícia A.M. Faria, Fernando A.F. Ferreira, Marjan S. Jalali, Paulo Bento & Nelson J.S. António. (2018) Combining cognitive mapping and MCDA for improving quality of life in urban areas. Cities 78, pages 116-127.
Crossref
Vanessa B. Schramm & Fernando Schramm. (2018) An Approach for Supporting Problem Structuring in Water Resources Management and Planning. Water Resources Management 32:9, pages 2955-2968.
Crossref
Bernardo M.S. Castela, Fernando A.F. Ferreira, João J.M. Ferreira & Carla S.E. Marques. (2018) Assessing the innovation capability of small- and medium-sized enterprises using a non-parametric and integrative approach. Management Decision 56:6, pages 1365-1383.
Crossref
Sara C.R. Marques, Fernando A.F. Ferreira, Ieva Meidutė-Kavaliauskienė & Audrius Banaitis. (2018) Classifying urban residential areas based on their exposure to crime: A constructivist approach. Sustainable Cities and Society 39, pages 418-429.
Crossref
Catarina Grillo, Fernando A.F. Ferreira, Carla S.E. Marques & João J. Ferreira. (2018) A knowledge-based innovation assessment system for small- and medium-sized enterprises: adding value with cognitive mapping and MCDA. Journal of Knowledge Management 22:3, pages 696-718.
Crossref
Sara C. R. Marques, Fernando A. F. Ferreira & Ieva Meidutė-Kavaliauskienė. (2017) Classifying Residential Real Estate Based on Their Exposure to Crime: a Research Agenda. Classifying Residential Real Estate Based on Their Exposure to Crime: a Research Agenda.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.