Understanding customer preferences in healthcare: a conjoint analysis of private German health care add-ons
| Ano de defesa: | 2024 |
|---|---|
| Autor(a) principal: | |
| Orientador(a): | |
| Banca de defesa: | |
| Tipo de documento: | Dissertação |
| Tipo de acesso: | Acesso aberto |
| Idioma: | eng |
| Instituição de defesa: |
Não Informado pela instituição
|
| Programa de Pós-Graduação: |
Não Informado pela instituição
|
| Departamento: |
Não Informado pela instituição
|
| País: |
Não Informado pela instituição
|
| Palavras-chave em Inglês: | |
| Link de acesso: | https://hdl.handle.net/10438/36094 |
Resumo: | Purpose – The insurance market is highly competitive, with insurers developing into a reliable partner for customers. Individualized and group-specific service catalogs are designed for this purpose. This work examines which add-ons are beneficial for which customer group. Design/Methodology – The study uses literature reviews and current trends to identify relevant add-ons for customer groups. A survey collects customer preference data to assign relative benefits of the add-ons to specific customer groups by using conjoint analysis and k-means clustering. Findings – The study shows that all selected add-ons do maximize benefits for some of the customer groups. However, this differs from one customer group to another and there is no single preferred add-on for all groups. Research limitations – The main limitation of this research is that conjoint analysis results cannot directly translate into consumer behavior. Additionally, survey data collection lacks precision, as add-ons and complex health insurance products cannot be detailed sufficiently. Practical implications – Health insurance companies can use this analysis to address customer groups in a more targeted manner. Social implications – Insurance companies can use the results to help target groups lead healthier lives with selected add-ons. Originality – To my knowledge, it is the only study that is focused on innovative add-ons in health care plans. |
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Ashtiani, Dariosh Andrea Abidi Escolas::EBAPEMendes, Layla dos Santos Bastos, Wilson de LimaMachado, FernandoCaldieraro, Fabio2024-11-27T16:50:37Z2024-11-27T16:50:37Z2024-07-03https://hdl.handle.net/10438/36094Purpose – The insurance market is highly competitive, with insurers developing into a reliable partner for customers. Individualized and group-specific service catalogs are designed for this purpose. This work examines which add-ons are beneficial for which customer group. Design/Methodology – The study uses literature reviews and current trends to identify relevant add-ons for customer groups. A survey collects customer preference data to assign relative benefits of the add-ons to specific customer groups by using conjoint analysis and k-means clustering. Findings – The study shows that all selected add-ons do maximize benefits for some of the customer groups. However, this differs from one customer group to another and there is no single preferred add-on for all groups. Research limitations – The main limitation of this research is that conjoint analysis results cannot directly translate into consumer behavior. Additionally, survey data collection lacks precision, as add-ons and complex health insurance products cannot be detailed sufficiently. Practical implications – Health insurance companies can use this analysis to address customer groups in a more targeted manner. Social implications – Insurance companies can use the results to help target groups lead healthier lives with selected add-ons. Originality – To my knowledge, it is the only study that is focused on innovative add-ons in health care plans.Objetivo - Examinar quais add-ons são benéficos para cada grupo de clientes no competitivo mercado de seguros, criando catálogos de serviços personalizados. Conceção/Metodologia - Revisões da literatura e tendências atuais identificam add-ons relevantes. Um inquérito recolhe dados sobre preferências dos clientes, usando análise conjunta e k-means clustering para atribuir benefícios relativos a grupos específicos. Conclusões - As extensões selecionadas maximizam os benefícios para alguns grupos de clientes, mas variam entre grupos, sem um suplemento preferido universal. Limitações da investigação - Resultados da análise conjunta não se traduzem diretamente no comportamento do consumidor. A recolha de dados do inquérito é imprecisa, pois suplementos e produtos complexos de seguros de saúde não são suficientemente detalhados. Implicações práticas - As seguradoras podem usar esta análise para se direcionarem mais eficazmente a grupos de clientes. Implicações sociais - Resultados podem ajudar os grupos-alvo a terem uma vida mais saudável com os suplementos selecionados. Originalidade - Este é o único estudo focado em suplementos inovadores em planos de saúde.engHealth care plansCustomer preferencesConjoint analysisAdministração públicaAdministração dos serviços de saúdeSaúde - PlanejamentoSetor privadoServiço ao cliente - AvaliaçãoUnderstanding customer preferences in healthcare: a conjoint analysis of private German health care add-onsinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisreponame:Repositório Institucional do FGV (FGV Repositório Digital)instname:Fundação Getulio Vargas (FGV)instacron:FGVinfo:eu-repo/semantics/openAccessLICENSElicense.txtlicense.txttext/plain; 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| dc.title.eng.fl_str_mv |
Understanding customer preferences in healthcare: a conjoint analysis of private German health care add-ons |
| title |
Understanding customer preferences in healthcare: a conjoint analysis of private German health care add-ons |
| spellingShingle |
Understanding customer preferences in healthcare: a conjoint analysis of private German health care add-ons Ashtiani, Dariosh Andrea Abidi Health care plans Customer preferences Conjoint analysis Administração pública Administração dos serviços de saúde Saúde - Planejamento Setor privado Serviço ao cliente - Avaliação |
| title_short |
Understanding customer preferences in healthcare: a conjoint analysis of private German health care add-ons |
| title_full |
Understanding customer preferences in healthcare: a conjoint analysis of private German health care add-ons |
| title_fullStr |
Understanding customer preferences in healthcare: a conjoint analysis of private German health care add-ons |
| title_full_unstemmed |
Understanding customer preferences in healthcare: a conjoint analysis of private German health care add-ons |
| title_sort |
Understanding customer preferences in healthcare: a conjoint analysis of private German health care add-ons |
| author |
Ashtiani, Dariosh Andrea Abidi |
| author_facet |
Ashtiani, Dariosh Andrea Abidi |
| author_role |
author |
| dc.contributor.unidadefgv.por.fl_str_mv |
Escolas::EBAPE |
| dc.contributor.member.none.fl_str_mv |
Mendes, Layla dos Santos Bastos, Wilson de Lima Machado, Fernando |
| dc.contributor.author.fl_str_mv |
Ashtiani, Dariosh Andrea Abidi |
| dc.contributor.advisor1.fl_str_mv |
Caldieraro, Fabio |
| contributor_str_mv |
Caldieraro, Fabio |
| dc.subject.eng.fl_str_mv |
Health care plans Customer preferences Conjoint analysis |
| topic |
Health care plans Customer preferences Conjoint analysis Administração pública Administração dos serviços de saúde Saúde - Planejamento Setor privado Serviço ao cliente - Avaliação |
| dc.subject.area.por.fl_str_mv |
Administração pública |
| dc.subject.bibliodata.por.fl_str_mv |
Administração dos serviços de saúde Saúde - Planejamento Setor privado Serviço ao cliente - Avaliação |
| description |
Purpose – The insurance market is highly competitive, with insurers developing into a reliable partner for customers. Individualized and group-specific service catalogs are designed for this purpose. This work examines which add-ons are beneficial for which customer group. Design/Methodology – The study uses literature reviews and current trends to identify relevant add-ons for customer groups. A survey collects customer preference data to assign relative benefits of the add-ons to specific customer groups by using conjoint analysis and k-means clustering. Findings – The study shows that all selected add-ons do maximize benefits for some of the customer groups. However, this differs from one customer group to another and there is no single preferred add-on for all groups. Research limitations – The main limitation of this research is that conjoint analysis results cannot directly translate into consumer behavior. Additionally, survey data collection lacks precision, as add-ons and complex health insurance products cannot be detailed sufficiently. Practical implications – Health insurance companies can use this analysis to address customer groups in a more targeted manner. Social implications – Insurance companies can use the results to help target groups lead healthier lives with selected add-ons. Originality – To my knowledge, it is the only study that is focused on innovative add-ons in health care plans. |
| publishDate |
2024 |
| dc.date.accessioned.fl_str_mv |
2024-11-27T16:50:37Z |
| dc.date.available.fl_str_mv |
2024-11-27T16:50:37Z |
| dc.date.issued.fl_str_mv |
2024-07-03 |
| dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
| dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
| format |
masterThesis |
| status_str |
publishedVersion |
| dc.identifier.uri.fl_str_mv |
https://hdl.handle.net/10438/36094 |
| url |
https://hdl.handle.net/10438/36094 |
| dc.language.iso.fl_str_mv |
eng |
| language |
eng |
| dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
| eu_rights_str_mv |
openAccess |
| dc.source.none.fl_str_mv |
reponame:Repositório Institucional do FGV (FGV Repositório Digital) instname:Fundação Getulio Vargas (FGV) instacron:FGV |
| instname_str |
Fundação Getulio Vargas (FGV) |
| instacron_str |
FGV |
| institution |
FGV |
| reponame_str |
Repositório Institucional do FGV (FGV Repositório Digital) |
| collection |
Repositório Institucional do FGV (FGV Repositório Digital) |
| bitstream.url.fl_str_mv |
https://repositorio.fgv.br/bitstreams/9e62926f-bdf5-4715-9728-bec2ddfba385/download https://repositorio.fgv.br/bitstreams/850118f4-05bd-42b1-b883-59ac9ec8f12b/download https://repositorio.fgv.br/bitstreams/6b6f2abb-cb99-4081-b79e-ebc6c2ead314/download https://repositorio.fgv.br/bitstreams/68e466d3-8705-4804-b778-4f6fbd43c0d4/download |
| bitstream.checksum.fl_str_mv |
2a4b67231f701c416a809246e7a10077 715e222252ed651cc76ea578ccb7f218 46a7dc9661b5845d181aaf0e8c7fd441 f1452aad220d471c8c164991dd2a8190 |
| bitstream.checksumAlgorithm.fl_str_mv |
MD5 MD5 MD5 MD5 |
| repository.name.fl_str_mv |
Repositório Institucional do FGV (FGV Repositório Digital) - Fundação Getulio Vargas (FGV) |
| repository.mail.fl_str_mv |
|
| _version_ |
1827842440963293184 |