Reinsurance and Solvency Capital: Mitigating Insurance Companies’ Ruin Probability
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | RAC. Revista de Administração Contemporânea (Online) |
Texto Completo: | http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1415-65552022000101102 |
Resumo: | ABSTRACT Context: insurance companies are important to society, since they guarantee financial protection to individuals from property losses, in addition to fostering the capital market through the allocation of guarantee assets. Thus, it is essential to evaluate the instruments that guarantee their long-term financial solvency. Among them are the adoption of reinsurance treaties, the sizing of the solvency capital, and the actuarial modeling of risk processes, which allow the measurement of the ruin probability. Objective: estimate the ruin probability in risk processes with the adoption of reinsurance contracts (quota share and excess of loss), compared to scenarios without such treaties. Methods: the Cramér-Lundberg process was simulated using the Monte Carlo method, adjusting several probabilistic distributions to the severity of the compound Poisson process, which is calibrated with a set of 3,917,863 real microdata, from 30 insurance lines of business. Results: it was found that, although each branch presents particularities in the claim severity, the correct choice of reinsurance (proportional or not) implies the reduction of the ruin probability for a fixed solvency capital. Conclusion: the appropriate choice of the reinsurance contract, especially when there is evidence of high kurtosis in the claim values, intensifies the exponential decline in the relationship between the solvency capital and the ruin probability. |
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Reinsurance and Solvency Capital: Mitigating Insurance Companies’ Ruin Probabilityrisk processesreinsurancesolvency capitalruin probabilityABSTRACT Context: insurance companies are important to society, since they guarantee financial protection to individuals from property losses, in addition to fostering the capital market through the allocation of guarantee assets. Thus, it is essential to evaluate the instruments that guarantee their long-term financial solvency. Among them are the adoption of reinsurance treaties, the sizing of the solvency capital, and the actuarial modeling of risk processes, which allow the measurement of the ruin probability. Objective: estimate the ruin probability in risk processes with the adoption of reinsurance contracts (quota share and excess of loss), compared to scenarios without such treaties. Methods: the Cramér-Lundberg process was simulated using the Monte Carlo method, adjusting several probabilistic distributions to the severity of the compound Poisson process, which is calibrated with a set of 3,917,863 real microdata, from 30 insurance lines of business. Results: it was found that, although each branch presents particularities in the claim severity, the correct choice of reinsurance (proportional or not) implies the reduction of the ruin probability for a fixed solvency capital. Conclusion: the appropriate choice of the reinsurance contract, especially when there is evidence of high kurtosis in the claim values, intensifies the exponential decline in the relationship between the solvency capital and the ruin probability.Associação Nacional de Pós-Graduação e Pesquisa em Administração2022-01-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S1415-65552022000101102Revista de Administração Contemporânea v.26 n.1 2022reponame:RAC. Revista de Administração Contemporânea (Online)instname:Associação Nacional de Pós-Graduação e Pesquisa em Administração (ANPAD)instacron:ANPAD10.1590/1982-7849rac2022200191.eninfo:eu-repo/semantics/openAccessEuphasio Junior,Jorge WilsonCarvalho,João Vinícius Françaeng2021-08-02T00:00:00Zoai:scielo:S1415-65552022000101102Revistahttps://rac.anpad.org.br/index.php/racONGhttps://rac.anpad.org.br/index.php/rac/oairac@anpad.org.br1982-78491415-6555opendoar:2021-08-02T00:00RAC. Revista de Administração Contemporânea (Online) - Associação Nacional de Pós-Graduação e Pesquisa em Administração (ANPAD)false |
dc.title.none.fl_str_mv |
Reinsurance and Solvency Capital: Mitigating Insurance Companies’ Ruin Probability |
title |
Reinsurance and Solvency Capital: Mitigating Insurance Companies’ Ruin Probability |
spellingShingle |
Reinsurance and Solvency Capital: Mitigating Insurance Companies’ Ruin Probability Euphasio Junior,Jorge Wilson risk processes reinsurance solvency capital ruin probability |
title_short |
Reinsurance and Solvency Capital: Mitigating Insurance Companies’ Ruin Probability |
title_full |
Reinsurance and Solvency Capital: Mitigating Insurance Companies’ Ruin Probability |
title_fullStr |
Reinsurance and Solvency Capital: Mitigating Insurance Companies’ Ruin Probability |
title_full_unstemmed |
Reinsurance and Solvency Capital: Mitigating Insurance Companies’ Ruin Probability |
title_sort |
Reinsurance and Solvency Capital: Mitigating Insurance Companies’ Ruin Probability |
author |
Euphasio Junior,Jorge Wilson |
author_facet |
Euphasio Junior,Jorge Wilson Carvalho,João Vinícius França |
author_role |
author |
author2 |
Carvalho,João Vinícius França |
author2_role |
author |
dc.contributor.author.fl_str_mv |
Euphasio Junior,Jorge Wilson Carvalho,João Vinícius França |
dc.subject.por.fl_str_mv |
risk processes reinsurance solvency capital ruin probability |
topic |
risk processes reinsurance solvency capital ruin probability |
description |
ABSTRACT Context: insurance companies are important to society, since they guarantee financial protection to individuals from property losses, in addition to fostering the capital market through the allocation of guarantee assets. Thus, it is essential to evaluate the instruments that guarantee their long-term financial solvency. Among them are the adoption of reinsurance treaties, the sizing of the solvency capital, and the actuarial modeling of risk processes, which allow the measurement of the ruin probability. Objective: estimate the ruin probability in risk processes with the adoption of reinsurance contracts (quota share and excess of loss), compared to scenarios without such treaties. Methods: the Cramér-Lundberg process was simulated using the Monte Carlo method, adjusting several probabilistic distributions to the severity of the compound Poisson process, which is calibrated with a set of 3,917,863 real microdata, from 30 insurance lines of business. Results: it was found that, although each branch presents particularities in the claim severity, the correct choice of reinsurance (proportional or not) implies the reduction of the ruin probability for a fixed solvency capital. Conclusion: the appropriate choice of the reinsurance contract, especially when there is evidence of high kurtosis in the claim values, intensifies the exponential decline in the relationship between the solvency capital and the ruin probability. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-01-01 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1415-65552022000101102 |
url |
http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1415-65552022000101102 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
10.1590/1982-7849rac2022200191.en |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
text/html |
dc.publisher.none.fl_str_mv |
Associação Nacional de Pós-Graduação e Pesquisa em Administração |
publisher.none.fl_str_mv |
Associação Nacional de Pós-Graduação e Pesquisa em Administração |
dc.source.none.fl_str_mv |
Revista de Administração Contemporânea v.26 n.1 2022 reponame:RAC. Revista de Administração Contemporânea (Online) instname:Associação Nacional de Pós-Graduação e Pesquisa em Administração (ANPAD) instacron:ANPAD |
instname_str |
Associação Nacional de Pós-Graduação e Pesquisa em Administração (ANPAD) |
instacron_str |
ANPAD |
institution |
ANPAD |
reponame_str |
RAC. Revista de Administração Contemporânea (Online) |
collection |
RAC. Revista de Administração Contemporânea (Online) |
repository.name.fl_str_mv |
RAC. Revista de Administração Contemporânea (Online) - Associação Nacional de Pós-Graduação e Pesquisa em Administração (ANPAD) |
repository.mail.fl_str_mv |
rac@anpad.org.br |
_version_ |
1754209054085873664 |