MULTI-STATE MODEL FOR CALCULATION OF LONG-TERM CARE INSURANCE PRODUCT PREMIUM IN INDONESIA

Long Term Care (LTC) insurance is a type of health insurance. One of the LTC products is Annuity as A Rider Benefit. This insurance provides benefits for medical care costs during the term and death benefits if the insured dies. This insurance product can be modeled with a multi-state model. The mul...

Full description

Saved in:
Bibliographic Details
Published inBAREKENG: Jurnal Ilmu Matematika dan Terapan Vol. 16; no. 4; pp. 1293 - 1302
Main Authors Perdana, Hendra, Satyahadewi, Neva, Kusnandar, Dadan, Tamtama, Ray
Format Journal Article
LanguageEnglish
Published Universitas Pattimura 01.12.2022
Subjects
Online AccessGet full text
ISSN1978-7227
2615-3017
DOI10.30598/barekengvol16iss4pp1293-1302

Cover

Abstract Long Term Care (LTC) insurance is a type of health insurance. One of the LTC products is Annuity as A Rider Benefit. This insurance provides benefits for medical care costs during the term and death benefits if the insured dies. This insurance product can be modeled with a multi-state model. The multi-state model is a stochastic process in which the subject can switch states at a specified number of states. This paper discusses the calculation of LTC insurance premiums with the Annuity as A Rider Benefit product using a multi-state model for critically ill patients in Indonesia. The state used consisted of eight states, namely healthy, cancer, heart disease, stroke, died from the illness from each disease, and died from others. The premium calculation also utilized Markov chain transition probabilities. The data used were data on Indonesia's population in 2018, data on the prevalence of cancer, heart disease, stroke, and Indonesia's 2019 mortality table. The stages of this study were calculating the net single premium value, benefit annuity value, and insurance premium value. The case study was conducted on a 25 years old male in good health following LTC insurance with a coverage period of 5 years. It was known that the compensation value for someone who dies was IDR 100,000,000 and the interest rate used was 5%. The calculation results obtained an annual premium of IDR 5,308,915 which was then varied based on gender and varied interest. Insurance premiums for men were more expensive than for women since men had a greater chance of dying. Then, the higher the interest rate taken; the lower premium paid. This was because the interest rate is a discount variable.
AbstractList Long Term Care (LTC) insurance is a type of health insurance. One of the LTC products is Annuity as A Rider Benefit. This insurance provides benefits for medical care costs during the term and death benefits if the insured dies. This insurance product can be modeled with a multi-state model. The multi-state model is a stochastic process in which the subject can switch states at a specified number of states. This paper discusses the calculation of LTC insurance premiums with the Annuity as A Rider Benefit product using a multi-state model for critically ill patients in Indonesia. The state used consisted of eight states, namely healthy, cancer, heart disease, stroke, died from the illness from each disease, and died from others. The premium calculation also utilized Markov chain transition probabilities. The data used were data on Indonesia's population in 2018, data on the prevalence of cancer, heart disease, stroke, and Indonesia's 2019 mortality table. The stages of this study were calculating the net single premium value, benefit annuity value, and insurance premium value. The case study was conducted on a 25 years old male in good health following LTC insurance with a coverage period of 5 years. It was known that the compensation value for someone who dies was IDR 100,000,000 and the interest rate used was 5%. The calculation results obtained an annual premium of IDR 5,308,915 which was then varied based on gender and varied interest. Insurance premiums for men were more expensive than for women since men had a greater chance of dying. Then, the higher the interest rate taken; the lower premium paid. This was because the interest rate is a discount variable.
Author Satyahadewi, Neva
Tamtama, Ray
Perdana, Hendra
Kusnandar, Dadan
Author_xml – sequence: 1
  givenname: Hendra
  surname: Perdana
  fullname: Perdana, Hendra
– sequence: 2
  givenname: Neva
  surname: Satyahadewi
  fullname: Satyahadewi, Neva
– sequence: 3
  givenname: Dadan
  surname: Kusnandar
  fullname: Kusnandar, Dadan
– sequence: 4
  givenname: Ray
  surname: Tamtama
  fullname: Tamtama, Ray
BookMark eNp1kEtLxDAUhYMoOOr8h25cVvNskoWL0slooQ_ptBs3IU3ToTpOh1YE_71xRtwJFw7cA9-951yB8_24dwDcInhHIJPivjWTe3P77ee4Q9Ewz_RwQFiSEBGIz8ACR4iFBCJ-DhZIchFyjPklWM7z0EJKeSQlYQvwkjdZnYabOq5VkJcrlQXrsgqSOEuaLK7TsgjKdZCVxWNYqyr3RqWCtNg0VVwkKniuylWT1F5Vnja5d_ysykJt0vgGXPRmN7vlr16DZq3q5CnMysfUHwgtpgyHiCPiExH_X--YsAhZIWHXGwuxpQJDYTpmItm2JOIdh7wT2AfillhKraDkGqQnbjeaV32YhnczfenRDPq4GKetNtPHYHdOS9MTjEjrSCQoY1gi2FqGBTXUdkT0nvVwYtlpnOfJ9X88BPWxd_1P7_qnd_INxOF0iw
ContentType Journal Article
DBID AAYXX
CITATION
DOA
DOI 10.30598/barekengvol16iss4pp1293-1302
DatabaseName CrossRef
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
DatabaseTitleList CrossRef

Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
DeliveryMethod fulltext_linktorsrc
EISSN 2615-3017
EndPage 1302
ExternalDocumentID oai_doaj_org_article_9af3213be3684552910bc5284a4cd38f
10_30598_barekengvol16iss4pp1293_1302
GroupedDBID AAYXX
ALMA_UNASSIGNED_HOLDINGS
CITATION
GROUPED_DOAJ
ID FETCH-LOGICAL-c2452-17133053722fe58c11c890dfac02c48208ad5a69bb367d707d821977c3c44c843
IEDL.DBID DOA
ISSN 1978-7227
IngestDate Wed Aug 27 01:21:00 EDT 2025
Tue Jul 01 03:08:26 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 4
Language English
License http://creativecommons.org/licenses/by-sa/4.0
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c2452-17133053722fe58c11c890dfac02c48208ad5a69bb367d707d821977c3c44c843
OpenAccessLink https://doaj.org/article/9af3213be3684552910bc5284a4cd38f
PageCount 10
ParticipantIDs doaj_primary_oai_doaj_org_article_9af3213be3684552910bc5284a4cd38f
crossref_primary_10_30598_barekengvol16iss4pp1293_1302
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2022-12-01
PublicationDateYYYYMMDD 2022-12-01
PublicationDate_xml – month: 12
  year: 2022
  text: 2022-12-01
  day: 01
PublicationDecade 2020
PublicationTitle BAREKENG: Jurnal Ilmu Matematika dan Terapan
PublicationYear 2022
Publisher Universitas Pattimura
Publisher_xml – name: Universitas Pattimura
SSID ssib044769935
ssib044731219
Score 2.20281
Snippet Long Term Care (LTC) insurance is a type of health insurance. One of the LTC products is Annuity as A Rider Benefit. This insurance provides benefits for...
SourceID doaj
crossref
SourceType Open Website
Index Database
StartPage 1293
SubjectTerms markov chain
rider benefit
Title MULTI-STATE MODEL FOR CALCULATION OF LONG-TERM CARE INSURANCE PRODUCT PREMIUM IN INDONESIA
URI https://doaj.org/article/9af3213be3684552910bc5284a4cd38f
Volume 16
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1LS8QwEA6yB_Eiiorrixz0GGxeTXpcd7uu0m5FW1i8lCRNPQjrIvr_nXRXXQ_iRSiUJrS0M8N883UmE4TOaWzATBJLAM09EeAnCQRHDUkM9RDfO2W6RWH5NJ5U4nYmZ2tbfYWasGV74KXgLhPTcka59TzWQkoG8GadBKdqhGu4boP3jZJojUyBJQmhOGXfjcrgOgYgll2KGWiTYkxtootAWSG80JfWvPpnP38Cj0Bj-GCxWAQcJCGr9wOw1vr6dwA03kHbq8gRD5ZvvIs2_HwPPeZVVt6Qh3JQpjgvRmmGgdbh4SAbVln3-wkXY5wV02sCcWsOE_cpBsJehQK9FN_dF6NqWMIZ1FHlMAPHqJimDzeDfVSN03I4IavtEogL6VNCA98M7VkYa73UjlKnk6hpjYuYE4D02jTSxIm1PFaNilSjQURKOe6EcFrwA9Sbv8z9IcIwmMjIK0tFI1oVWSptwrUT3tkWdN5H8adM6sWyK0YNbKITZv2LMEPijPXRVZDg102huXU3ACqvVyqv_1L50X885BhtsbCSoatMOUG9t9d3fwrxxZs960zpA9KWwTE
linkProvider Directory of Open Access Journals
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=MULTI-STATE+MODEL+FOR+CALCULATION+OF+LONG-TERM+CARE+INSURANCE+PRODUCT+PREMIUM+IN+INDONESIA&rft.jtitle=BAREKENG%3A+Jurnal+Ilmu+Matematika+dan+Terapan&rft.au=Perdana%2C+Hendra&rft.au=Satyahadewi%2C+Neva&rft.au=Kusnandar%2C+Dadan&rft.au=Tamtama%2C+Ray&rft.date=2022-12-01&rft.issn=1978-7227&rft.eissn=2615-3017&rft.volume=16&rft.issue=4&rft.spage=1293&rft.epage=1302&rft_id=info:doi/10.30598%2Fbarekengvol16iss4pp1293-1302&rft.externalDBID=n%2Fa&rft.externalDocID=10_30598_barekengvol16iss4pp1293_1302
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1978-7227&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1978-7227&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1978-7227&client=summon