Scientific journal paper Q1
An intuition-based evaluation framework for social credit applications
Maria A. S. Xavier (Xavier, M.); Fernando Ferreira (Ferreira, F.); José Esperança (Esperança, J.);
Journal Title
Annals of Operations Research
Year (definitive publication)
2021
Language
English
Country
Netherlands
More Information
Web of Science®

Times Cited: 7

(Last checked: 2024-08-23 18:13)

View record in Web of Science®


: 0.5
Scopus

Times Cited: 8

(Last checked: 2024-08-19 03:54)

View record in Scopus


: 0.6
Google Scholar

Times Cited: 15

(Last checked: 2024-08-23 19:56)

View record in Google Scholar

Abstract
Social credit enhances countries’ economic and social development. Few studies, however, have addressed this issue or, more specifically, have focused on social credit risk assessment. This evaluation process is often influenced by various factors, and, in many contexts, it is poorly understood or analyzed in ways that fail to take reality into account. This study is based on the principles of multiple criteria decision analysis (MCDA), as well as on an integrated use of cognitive mapping and the interactive multiple criteria decision making approach (i.e., TODIM). The objective was to develop an idiosyncratic decision support mechanism for identifying underlying criteria and calculating their corresponding weights (i.e., trade-offs) in risk assessments of social credit applications. This socio-technical approach was grounded in face-to-face work sessions with a panel of experts in credit risk analysis. The results reveal that the proposed methodological combination provides value to the process of evaluating social credit applications because of the privileged contact established with specialized know-how. The study’s advantages, limitations, and practical implications are also discussed.
Acknowledgements
--
Keywords
Social credit,Risk analysis,Cognitive mapping,Multiple criteria decision analysis/aid (MCDA),Interactive multiple criteria decision making (TODIM)
  • Economics and Business - Social Sciences
Funding Records
Funding Reference Funding Entity
UID/GES/00315/2013 Fundação para a Ciência e a Tecnologia

With the objective to increase the research activity directed towards the achievement of the United Nations 2030 Sustainable Development Goals, the possibility of associating scientific publications with the Sustainable Development Goals is now available in Ciência-IUL. These are the Sustainable Development Goals identified by the author(s) for this publication. For more detailed information on the Sustainable Development Goals, click here.