A constructivist multiple criteria framework for mortgage risk analysis. Issue 3 (3rd July 2019)

• Record Type: Journal Article
• Authors: Pereira, Vanessa I. G.; Ferreira, Fernando A. F.; Chang, Hsiao-Chen
• Is Part Of: Infor. Volume 57:Issue 3(2019)
• Page Start: 361
• Page End: 378
• Publication Date: 2019-07-03
• Subjects: Constructivist decision-making -- risk evaluation of mortgage loans -- cognitive maps -- MACBETH -- multiple criteria decision analysis (MCDA); Operations research -- Periodicals; Electronic data processing -- Periodicals; Systems engineering -- Periodicals; Systems engineering; Electronic data processing; Periodicals; 003.05
• DOI: 10.1080/03155986.2017.1332919
• Languages: English
• ISSNs: 0315-5986

Abstract

ABSTRACT: Mortgage lending strengthens countries' economies, contributing to their development and economic growth. For this to occur, a financial commitment is required between credit institutions that transfer credit and the individuals who request it. This relationship is usually supported by risk analysis and assessment tools that seek to anticipate the success or failure of credit lending and thereby protect both parties. Given the growing demand for more realistic and informed credit risk assessment mechanisms, the present study sought to create a multiple criteria credit risk assessment system for mortgage loans using cognitive maps and the Measuring Attractiveness by a Categorical Based Evaluation Technique. Despite the idiosyncratic nature of this study, the results show that this methodological combination allows for a more transparent and realistic mortgage risk assessment. The advantages and limitations of the proposed approach are also discussed.