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207176

إستخدام النموذج اللوجيستي ونموذج کوکس لتحديد العوامل المؤثرة على حدوث المطالبات الاحتيالية في التامينات العامة

Article

Last updated: 05 Jan 2025

Subjects

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Tags

مجالات العلوم التجارية وهى فروع الإدارة والمحاسبة والاقتصاد والعلوم السياسية والإحصاء التطبيقي والتأمين

Abstract

Abstract The main objective of this research is to identify the factors affecting the occurrence of fraud in general insurance by incorporating the logistic model and Cox model into one model (Logistic-Cox Model) to calculate the probability of filing a fraudulent claim for each person in the light of its model determinants. The logistic model was used to estimate the baseline hazard in the Cox model and then the two models were combined. The research found that the length of time a person deals with an insurance company is one of the major determinants of insurance fraud. The more time a person deals with the company, the less likely it is to file a fraudulent claim. Other factors affecting the probability of making a fraudulent claim are marital status (married or unmarried), the status of the person in terms of being retired or non-retired, the educational level of the insured, the average annual income of the insured and the type of claim. There are some factors that have no 2 significant effect on making a fraudulent claim, namely, gender (male or female), and the

DOI

10.21608/alat.2018.207176

Authors

First Name

أماني

Last Name

محمد عجوة

MiddleName

-

Affiliation

الجامعة العمالية

Email

-

City

-

Orcid

-

Volume

42

Article Issue

2

Related Issue

29168

Issue Date

2018-04-01

Receive Date

2018-04-30

Publish Date

2018-05-01

Page Start

121

Page End

157

Print ISSN

1110-2284

Online ISSN

2785-9703

Link

https://alat.journals.ekb.eg/article_207176.html

Detail API

https://alat.journals.ekb.eg/service?article_code=207176

Order

4

Type

المقالة الأصلية

Type Code

1,832

Publication Type

Journal

Publication Title

المجلة المصرية للدراسات التجارية

Publication Link

https://alat.journals.ekb.eg/

MainTitle

إستخدام النموذج اللوجيستي ونموذج کوکس لتحديد العوامل المؤثرة على حدوث المطالبات الاحتيالية في التامينات العامة

Details

Type

Article

Created At

23 Jan 2023