Scientific journal paper Q2
An AHP-based approach to credit risk evaluation of mortgage loans
Fernando Ferreira (Ferreira, F.); Sérgio Pereira dos Santos (Santos, S.); Vítor Manuel Cerca Dias (Dias, V.);
Journal Title
International Journal of Strategic Property Management
Year (definitive publication)
2014
Language
English
Country
Lithuania
More Information
Web of Science®

Times Cited: 31

(Last checked: 2024-12-17 08:50)

View record in Web of Science®


: 1.8
Scopus

Times Cited: 36

(Last checked: 2024-12-14 20:44)

View record in Scopus


: 2.0
Google Scholar

Times Cited: 60

(Last checked: 2024-12-16 12:52)

View record in Google Scholar

Abstract
Mortgage loans for home purchase require careful analysis by all parties involved in the transaction, and credit-scoring is usually adopted to assist the decision process. From a credit institution standpoint, credit-scoring for mortgage loan risk evaluation becomes even more important in scenarios of economic turbulence and recession, primarily because of the severe restrictions imposed on credit availability that result from reduced access to both money and debt markets and subsequent decreasing liquidity. Employing an AHP – Analytic Hierarchy Process – based approach in the creditscoring system used by one of the major banks in Portugal, this study proposes a methodological framework conceived to adjust trade-offs among evaluation criteria and provide decision makers with a more transparent mortgage risk evaluation system. Practical implications of our framework are also discussed.
Acknowledgements
--
Keywords
AHP-based approach; Credit-scoring; MCDA; Mortgage loan risk analysis; Trade-offs
  • Economics and Business - Social Sciences