Measuring quality of life of patients with axial spondyloarthritis for economic evaluation
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | , , , , , , , , , , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10400.1/17770 |
Resumo: | Objectives To estimate the relationship between EQ5D (three levels, UK version) and the Ankylosing Spondylitis Disease Activity Score (ASDAS) for use in the economic evaluation of health technologies for people with axial spondyloarthritis (axSpA). To compare against the relationship with the Bath Ankylosing Spondylitis Disease Activity Index (BASDAI). Methods An electronic, prospective, Portuguese, nationwide, rheumatic disease register (Reuma.pt) provided data on 1140 patients (5483 observations) with a confirmed diagnosis of axSpA. We estimated models of EQ5D as a function of ASDAS, alone or in combination with measures of functional impairment, using bespoke mixture models which reflect the complex distributional features of EQ5D. The SPondyloArthritis Caught Early cohort provided data from 344 patients (1405 observations) in four European countries and was used for validation. A previously published model of BASDAI/Bath Ankylosing Spondylitis Functional Index (BASFI) was also used to generate predicted EQ5D scores and model performance compared. Results A non-linear relationship exists between EQ5D from ASDAS. The final model included ASDAS, ASDAS squared, age and age squared and demonstrated close fit in both datasets except where data were sparse for patients with very high levels of disease activity (ASDAS >4). This finding held in the validation dataset. Models that included BASFI improved model fit. The ASDAS based models fit the data marginally less well than models using BASDAI. Conclusions Mapping models linking ASDAS to EQ5D allow results from clinical studies to be used in economic evaluation of health technologies with confidence. There is some loss of information compared with BASDAI but this has only a marginal impact. |
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Measuring quality of life of patients with axial spondyloarthritis for economic evaluationEconomicsPatient reported outcome measuresSpondylitisAnkylosingObjectives To estimate the relationship between EQ5D (three levels, UK version) and the Ankylosing Spondylitis Disease Activity Score (ASDAS) for use in the economic evaluation of health technologies for people with axial spondyloarthritis (axSpA). To compare against the relationship with the Bath Ankylosing Spondylitis Disease Activity Index (BASDAI). Methods An electronic, prospective, Portuguese, nationwide, rheumatic disease register (Reuma.pt) provided data on 1140 patients (5483 observations) with a confirmed diagnosis of axSpA. We estimated models of EQ5D as a function of ASDAS, alone or in combination with measures of functional impairment, using bespoke mixture models which reflect the complex distributional features of EQ5D. The SPondyloArthritis Caught Early cohort provided data from 344 patients (1405 observations) in four European countries and was used for validation. A previously published model of BASDAI/Bath Ankylosing Spondylitis Functional Index (BASFI) was also used to generate predicted EQ5D scores and model performance compared. Results A non-linear relationship exists between EQ5D from ASDAS. The final model included ASDAS, ASDAS squared, age and age squared and demonstrated close fit in both datasets except where data were sparse for patients with very high levels of disease activity (ASDAS >4). This finding held in the validation dataset. Models that included BASFI improved model fit. The ASDAS based models fit the data marginally less well than models using BASDAI. Conclusions Mapping models linking ASDAS to EQ5D allow results from clinical studies to be used in economic evaluation of health technologies with confidence. There is some loss of information compared with BASDAI but this has only a marginal impact.BMJSapientiaHernandez Alava, MonicaWailoo, AllanChrysanthou, GeorgiosBarcelos, Filipevan Gaalen, Floris ASantos, HelenaFagerli, Karen MindeGago, LauraMargarida Cunha, Mariavan de Sande, MarleenCouto, Maura CBernardes, MiguelRamonda, RobertaExarchou, SofiaPD, Carvalhovan der Heijde, DesiréeMachado, Pedro M2022-04-19T13:21:19Z20222022-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.1/17770eng2056-593310.1136/rmdopen-2021-001955info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-24T10:29:58Zoai:sapientia.ualg.pt:10400.1/17770Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T20:07:39.230101Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
Measuring quality of life of patients with axial spondyloarthritis for economic evaluation |
title |
Measuring quality of life of patients with axial spondyloarthritis for economic evaluation |
spellingShingle |
Measuring quality of life of patients with axial spondyloarthritis for economic evaluation Hernandez Alava, Monica Economics Patient reported outcome measures Spondylitis Ankylosing |
title_short |
Measuring quality of life of patients with axial spondyloarthritis for economic evaluation |
title_full |
Measuring quality of life of patients with axial spondyloarthritis for economic evaluation |
title_fullStr |
Measuring quality of life of patients with axial spondyloarthritis for economic evaluation |
title_full_unstemmed |
Measuring quality of life of patients with axial spondyloarthritis for economic evaluation |
title_sort |
Measuring quality of life of patients with axial spondyloarthritis for economic evaluation |
author |
Hernandez Alava, Monica |
author_facet |
Hernandez Alava, Monica Wailoo, Allan Chrysanthou, Georgios Barcelos, Filipe van Gaalen, Floris A Santos, Helena Fagerli, Karen Minde Gago, Laura Margarida Cunha, Maria van de Sande, Marleen Couto, Maura C Bernardes, Miguel Ramonda, Roberta Exarchou, Sofia PD, Carvalho van der Heijde, Desirée Machado, Pedro M |
author_role |
author |
author2 |
Wailoo, Allan Chrysanthou, Georgios Barcelos, Filipe van Gaalen, Floris A Santos, Helena Fagerli, Karen Minde Gago, Laura Margarida Cunha, Maria van de Sande, Marleen Couto, Maura C Bernardes, Miguel Ramonda, Roberta Exarchou, Sofia PD, Carvalho van der Heijde, Desirée Machado, Pedro M |
author2_role |
author author author author author author author author author author author author author author author author |
dc.contributor.none.fl_str_mv |
Sapientia |
dc.contributor.author.fl_str_mv |
Hernandez Alava, Monica Wailoo, Allan Chrysanthou, Georgios Barcelos, Filipe van Gaalen, Floris A Santos, Helena Fagerli, Karen Minde Gago, Laura Margarida Cunha, Maria van de Sande, Marleen Couto, Maura C Bernardes, Miguel Ramonda, Roberta Exarchou, Sofia PD, Carvalho van der Heijde, Desirée Machado, Pedro M |
dc.subject.por.fl_str_mv |
Economics Patient reported outcome measures Spondylitis Ankylosing |
topic |
Economics Patient reported outcome measures Spondylitis Ankylosing |
description |
Objectives To estimate the relationship between EQ5D (three levels, UK version) and the Ankylosing Spondylitis Disease Activity Score (ASDAS) for use in the economic evaluation of health technologies for people with axial spondyloarthritis (axSpA). To compare against the relationship with the Bath Ankylosing Spondylitis Disease Activity Index (BASDAI). Methods An electronic, prospective, Portuguese, nationwide, rheumatic disease register (Reuma.pt) provided data on 1140 patients (5483 observations) with a confirmed diagnosis of axSpA. We estimated models of EQ5D as a function of ASDAS, alone or in combination with measures of functional impairment, using bespoke mixture models which reflect the complex distributional features of EQ5D. The SPondyloArthritis Caught Early cohort provided data from 344 patients (1405 observations) in four European countries and was used for validation. A previously published model of BASDAI/Bath Ankylosing Spondylitis Functional Index (BASFI) was also used to generate predicted EQ5D scores and model performance compared. Results A non-linear relationship exists between EQ5D from ASDAS. The final model included ASDAS, ASDAS squared, age and age squared and demonstrated close fit in both datasets except where data were sparse for patients with very high levels of disease activity (ASDAS >4). This finding held in the validation dataset. Models that included BASFI improved model fit. The ASDAS based models fit the data marginally less well than models using BASDAI. Conclusions Mapping models linking ASDAS to EQ5D allow results from clinical studies to be used in economic evaluation of health technologies with confidence. There is some loss of information compared with BASDAI but this has only a marginal impact. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-04-19T13:21:19Z 2022 2022-01-01T00:00:00Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10400.1/17770 |
url |
http://hdl.handle.net/10400.1/17770 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
2056-5933 10.1136/rmdopen-2021-001955 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
BMJ |
publisher.none.fl_str_mv |
BMJ |
dc.source.none.fl_str_mv |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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