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Driving factors for the utilisation of healthcare services by people with osteoarthritis in Portugal: results from a nationwide population-based study

BACKGROUND: Worldwide, the current management of knee osteoarthritis appears heterogeneous, high-cost and often not based on current best evidence. The absence of epidemiological data regarding the utilisation of healthcare services may conceal the need for improvements in the management of osteoart...

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Autores principales: Costa, Daniela, Rodrigues, Ana M., Cruz, Eduardo B., Canhão, Helena, Branco, Jaime, Nunes, Carla
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8479902/
https://www.ncbi.nlm.nih.gov/pubmed/34583701
http://dx.doi.org/10.1186/s12913-021-07045-4
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author Costa, Daniela
Rodrigues, Ana M.
Cruz, Eduardo B.
Canhão, Helena
Branco, Jaime
Nunes, Carla
author_facet Costa, Daniela
Rodrigues, Ana M.
Cruz, Eduardo B.
Canhão, Helena
Branco, Jaime
Nunes, Carla
author_sort Costa, Daniela
collection PubMed
description BACKGROUND: Worldwide, the current management of knee osteoarthritis appears heterogeneous, high-cost and often not based on current best evidence. The absence of epidemiological data regarding the utilisation of healthcare services may conceal the need for improvements in the management of osteoarthritis. The aim of this study is to explore the profiles of healthcare services utilisation by people with knee osteoarthritis, and to analyse their determinants, according to Andersen’s behavioural model. METHODS: We analysed a sample of 978 participants diagnosed with knee osteoarthritis from the population-based study EpiReumaPt, in Portugal. Data was collected with a structured interview, and the diagnosis of knee osteoarthritis was validated by a rheumatologist team. With the Two-step Cluster procedure, we primarily identified different profiles of healthcare utilisation according to the services most used by patients with knee osteoarthritis. Secondly, we analysed the determinants of each profile, using multinomial logistic regression, according to the predisposing characteristics, enabling factors and need variables. RESULTS: In our sample, a high proportion of participants are overweight or obese (82,6%, n = 748) and physically inactive (20,6%, n = 201) and a small proportion had physiotherapy management (14,4%, n = 141). We identified three profiles of healthcare utilisation: “HighUsers”; “GPUsers”; “LowUsers”. “HighUsers” represents more than 35% of the sample, and are also the participants with higher utilisation of medical appointments. “GPUsers” represent the participants with higher utilisation of general practitioner appointments. Within these profiles, age and geographic location – indicated as predisposing characteristics; employment status and healthcare insurance - as enabling factors; number of comorbidities, physical function, health-related quality of life, anxiety and physical exercise - as need variables, showed associations (p < 0,05) with the higher utilisation of healthcare services profiles. CONCLUSIONS: Healthcare utilisation by people with knee osteoarthritis is not driven only by clinical needs. The predisposing characteristics and enabling factors associated with healthcare utilisation reveal inequities in the access to healthcare and variability in the management of people with knee osteoarthritis. Research and implementation of whole-system strategies to improve equity in the access and quality of care are paramount in order to diminish the impact of osteoarthritis at individual-, societal- and economic-level. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12913-021-07045-4.
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spelling pubmed-84799022021-09-29 Driving factors for the utilisation of healthcare services by people with osteoarthritis in Portugal: results from a nationwide population-based study Costa, Daniela Rodrigues, Ana M. Cruz, Eduardo B. Canhão, Helena Branco, Jaime Nunes, Carla BMC Health Serv Res Research Article BACKGROUND: Worldwide, the current management of knee osteoarthritis appears heterogeneous, high-cost and often not based on current best evidence. The absence of epidemiological data regarding the utilisation of healthcare services may conceal the need for improvements in the management of osteoarthritis. The aim of this study is to explore the profiles of healthcare services utilisation by people with knee osteoarthritis, and to analyse their determinants, according to Andersen’s behavioural model. METHODS: We analysed a sample of 978 participants diagnosed with knee osteoarthritis from the population-based study EpiReumaPt, in Portugal. Data was collected with a structured interview, and the diagnosis of knee osteoarthritis was validated by a rheumatologist team. With the Two-step Cluster procedure, we primarily identified different profiles of healthcare utilisation according to the services most used by patients with knee osteoarthritis. Secondly, we analysed the determinants of each profile, using multinomial logistic regression, according to the predisposing characteristics, enabling factors and need variables. RESULTS: In our sample, a high proportion of participants are overweight or obese (82,6%, n = 748) and physically inactive (20,6%, n = 201) and a small proportion had physiotherapy management (14,4%, n = 141). We identified three profiles of healthcare utilisation: “HighUsers”; “GPUsers”; “LowUsers”. “HighUsers” represents more than 35% of the sample, and are also the participants with higher utilisation of medical appointments. “GPUsers” represent the participants with higher utilisation of general practitioner appointments. Within these profiles, age and geographic location – indicated as predisposing characteristics; employment status and healthcare insurance - as enabling factors; number of comorbidities, physical function, health-related quality of life, anxiety and physical exercise - as need variables, showed associations (p < 0,05) with the higher utilisation of healthcare services profiles. CONCLUSIONS: Healthcare utilisation by people with knee osteoarthritis is not driven only by clinical needs. The predisposing characteristics and enabling factors associated with healthcare utilisation reveal inequities in the access to healthcare and variability in the management of people with knee osteoarthritis. Research and implementation of whole-system strategies to improve equity in the access and quality of care are paramount in order to diminish the impact of osteoarthritis at individual-, societal- and economic-level. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12913-021-07045-4. BioMed Central 2021-09-28 /pmc/articles/PMC8479902/ /pubmed/34583701 http://dx.doi.org/10.1186/s12913-021-07045-4 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research Article
Costa, Daniela
Rodrigues, Ana M.
Cruz, Eduardo B.
Canhão, Helena
Branco, Jaime
Nunes, Carla
Driving factors for the utilisation of healthcare services by people with osteoarthritis in Portugal: results from a nationwide population-based study
title Driving factors for the utilisation of healthcare services by people with osteoarthritis in Portugal: results from a nationwide population-based study
title_full Driving factors for the utilisation of healthcare services by people with osteoarthritis in Portugal: results from a nationwide population-based study
title_fullStr Driving factors for the utilisation of healthcare services by people with osteoarthritis in Portugal: results from a nationwide population-based study
title_full_unstemmed Driving factors for the utilisation of healthcare services by people with osteoarthritis in Portugal: results from a nationwide population-based study
title_short Driving factors for the utilisation of healthcare services by people with osteoarthritis in Portugal: results from a nationwide population-based study
title_sort driving factors for the utilisation of healthcare services by people with osteoarthritis in portugal: results from a nationwide population-based study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8479902/
https://www.ncbi.nlm.nih.gov/pubmed/34583701
http://dx.doi.org/10.1186/s12913-021-07045-4
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