A survey of credit and behavioural scoring: forecasting financial risk of lending to consumers

Authors
Citation
Lc. Thomas, A survey of credit and behavioural scoring: forecasting financial risk of lending to consumers, INT J FOREC, 16(2), 2000, pp. 149-172
Citations number
106
Categorie Soggetti
Management
Journal title
INTERNATIONAL JOURNAL OF FORECASTING
ISSN journal
01692070 → ACNP
Volume
16
Issue
2
Year of publication
2000
Pages
149 - 172
Database
ISI
SICI code
0169-2070(200004/06)16:2<149:ASOCAB>2.0.ZU;2-W
Abstract
Credit scoring and behavioural scoring are the techniques that help organis ations decide whether or not to grant credit to consumers who apply to them . This article surveys the techniques used - both statistical and operation al research based to support these decisions. It also discusses the need to incorporate economic conditions into the scoring systems and the way the s ystems could change from estimating the probability of a consumer defaultin g to estimating the profit a consumer will bring to the lending organisatio n - two of the major developments being attempted in the area. It points ou t how successful has been this under-researched area of forecasting financi al risk. (C) 2000 Elsevier Science B.V. All rights reserved.