RISK ADJUSTMENT DETERMINATION WITH CHAIN-LADDER METHOD ON LIABILITY FOR INCURRED CLAIM (LIC) GENERAL INSURANCE BASED ON IFRS 17
Insurance companies must be able to anticipate an increase in the severity of unexpected claims to avoid insolvency. One way to anticipate this is by calculating the required risk adjustment. However, not all compensations are paid immediately after the incident occurs, allowing for the construct...
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id-itb.:855892024-08-27T08:23:07ZRISK ADJUSTMENT DETERMINATION WITH CHAIN-LADDER METHOD ON LIABILITY FOR INCURRED CLAIM (LIC) GENERAL INSURANCE BASED ON IFRS 17 Priskilla, Felicia Indonesia Final Project Risk adjustment, run-off triangle, chain-ladder, IFRS 17, bootstrap. INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/85589 Insurance companies must be able to anticipate an increase in the severity of unexpected claims to avoid insolvency. One way to anticipate this is by calculating the required risk adjustment. However, not all compensations are paid immediately after the incident occurs, allowing for the construction of a run-off triangle that contains paid claims with specific accident years and development years. This run-off triangle can be applied to the chain-ladder method to determine the required risk adjustment for general insurance companies. Claim value predictions can also be applied using two methods: the development factors (DF) method and the generalized linear model (GLM). These claim value predictions will be applied to the bootstrapping method, resulting in multiple claim values that can later be used to calculate the reserve amount. The obtained risk adjustment values are IDR 89,441,124 and IDR 95,401,801 using the DF and GLM methods, respectively. The DF method is considered to provide a better risk adjustment because its risk adjustment value is less fluctuating across various bootstrapping iterations compared to the GLM method. text |
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Insurance companies must be able to anticipate an increase in the severity of unexpected
claims to avoid insolvency. One way to anticipate this is by calculating the required risk
adjustment. However, not all compensations are paid immediately after the incident
occurs, allowing for the construction of a run-off triangle that contains paid claims with
specific accident years and development years. This run-off triangle can be applied to
the chain-ladder method to determine the required risk adjustment for general insurance
companies. Claim value predictions can also be applied using two methods: the development
factors (DF) method and the generalized linear model (GLM). These claim
value predictions will be applied to the bootstrapping method, resulting in multiple
claim values that can later be used to calculate the reserve amount. The obtained risk
adjustment values are IDR 89,441,124 and IDR 95,401,801 using the DF and GLM
methods, respectively. The DF method is considered to provide a better risk adjustment
because its risk adjustment value is less fluctuating across various bootstrapping
iterations compared to the GLM method. |
format |
Final Project |
author |
Priskilla, Felicia |
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Priskilla, Felicia RISK ADJUSTMENT DETERMINATION WITH CHAIN-LADDER METHOD ON LIABILITY FOR INCURRED CLAIM (LIC) GENERAL INSURANCE BASED ON IFRS 17 |
author_facet |
Priskilla, Felicia |
author_sort |
Priskilla, Felicia |
title |
RISK ADJUSTMENT DETERMINATION WITH CHAIN-LADDER METHOD ON LIABILITY FOR INCURRED CLAIM (LIC) GENERAL INSURANCE BASED ON IFRS 17 |
title_short |
RISK ADJUSTMENT DETERMINATION WITH CHAIN-LADDER METHOD ON LIABILITY FOR INCURRED CLAIM (LIC) GENERAL INSURANCE BASED ON IFRS 17 |
title_full |
RISK ADJUSTMENT DETERMINATION WITH CHAIN-LADDER METHOD ON LIABILITY FOR INCURRED CLAIM (LIC) GENERAL INSURANCE BASED ON IFRS 17 |
title_fullStr |
RISK ADJUSTMENT DETERMINATION WITH CHAIN-LADDER METHOD ON LIABILITY FOR INCURRED CLAIM (LIC) GENERAL INSURANCE BASED ON IFRS 17 |
title_full_unstemmed |
RISK ADJUSTMENT DETERMINATION WITH CHAIN-LADDER METHOD ON LIABILITY FOR INCURRED CLAIM (LIC) GENERAL INSURANCE BASED ON IFRS 17 |
title_sort |
risk adjustment determination with chain-ladder method on liability for incurred claim (lic) general insurance based on ifrs 17 |
url |
https://digilib.itb.ac.id/gdl/view/85589 |
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