Modelling different types of automobile insurance fraud behaviour in the Spanish market

Citation
M. Artis et al., Modelling different types of automobile insurance fraud behaviour in the Spanish market, INSUR MATH, 24(1-2), 1999, pp. 67-81
Citations number
26
Categorie Soggetti
Economics
Journal title
INSURANCE MATHEMATICS & ECONOMICS
ISSN journal
01676687 → ACNP
Volume
24
Issue
1-2
Year of publication
1999
Pages
67 - 81
Database
ISI
SICI code
0167-6687(19990331)24:1-2<67:MDTOAI>2.0.ZU;2-K
Abstract
From a microeconomic point of view, the control of insurance fraud requires a detailed knowledge of the insureds' behaviour. In this paper, we present discrete-choice models for fraud behaviour and we estimate the influence o f the insured and claim characteristics on the probability of committing fr aud. Data correspond to a Spanish sample. Correction for choice-based sampl ing is introduced in the estimation due to the oversampling of fraud claims . The structure of the Spanish automobile insurance market is also discusse d. Our results differ according to the type of fraud behaviour that is unde r consideration. (C) 1999 Elsevier Science B.V. All rights reserved.