Skip to main content
Top
Published in: BMC Health Services Research 1/2021

Open Access 01-12-2021 | Osteoarthrosis | Research article

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

Authors: Daniela Costa, Ana M. Rodrigues, Eduardo B. Cruz, Helena Canhão, Jaime Branco, Carla Nunes

Published in: BMC Health Services Research | Issue 1/2021

Login to get access

Abstract

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.
Appendix
Available only for authorised users
Literature
5.
go back to reference Ministério da Saúde. Retrato da Saúde. Portugal: República Portuguesa - Serviço Nacional de Saúde; 2018. Ministério da Saúde. Retrato da Saúde. Portugal: República Portuguesa - Serviço Nacional de Saúde; 2018.
7.
go back to reference Hawker GA. Osteoarthritis is a serious disease. Clin Exp Rheumatol. 2019;37(Suppl 1(5)):3–6.PubMed Hawker GA. Osteoarthritis is a serious disease. Clin Exp Rheumatol. 2019;37(Suppl 1(5)):3–6.PubMed
17.
go back to reference Andersen R, Davidson PL, Baumeister SE. Improving access to care in America: individual and contextual factors. In: Kominski GF, editor. Changing the US Health Care System: Key Issues in Health Services Policy and Management. 4th ed: Jossey-Bass; 2014. Andersen R, Davidson PL, Baumeister SE. Improving access to care in America: individual and contextual factors. In: Kominski GF, editor. Changing the US Health Care System: Key Issues in Health Services Policy and Management. 4th ed: Jossey-Bass; 2014.
19.
go back to reference de Almeida SJ, Augusto GF, Fronteira I, Hernandez-Quevedo C. Portugal: health system review. Health Syst Transit. 2017;19(2):1–184. de Almeida SJ, Augusto GF, Fronteira I, Hernandez-Quevedo C. Portugal: health system review. Health Syst Transit. 2017;19(2):1–184.
20.
go back to reference Rodrigues AM, Gouveia N, da Costa LP, Eusébio M, Ramiro S, Machado P, et al. EpiReumaPt- the study of rheumatic and musculoskeletal diseases in Portugal: a detailed view of the methodology. Acta Reumatol Port. 2015;40(2):110–24.PubMed Rodrigues AM, Gouveia N, da Costa LP, Eusébio M, Ramiro S, Machado P, et al. EpiReumaPt- the study of rheumatic and musculoskeletal diseases in Portugal: a detailed view of the methodology. Acta Reumatol Port. 2015;40(2):110–24.PubMed
27.
go back to reference Marôco J. Análise Estatística com o SPSS Statistics. 7th ed. ReportNumber; 2018. Marôco J. Análise Estatística com o SPSS Statistics. 7th ed. ReportNumber; 2018.
38.
go back to reference Brundisini F, Giacomini M, DeJean D, Vanstone M, Winsor S, Smith A. Chronic disease patients’ experiences with accessing health care in rural and remote areas: a systematic review and qualitative meta-synthesis. Ont Heal Technol Assess Ser. 2013;13(15):1–33. Brundisini F, Giacomini M, DeJean D, Vanstone M, Winsor S, Smith A. Chronic disease patients’ experiences with accessing health care in rural and remote areas: a systematic review and qualitative meta-synthesis. Ont Heal Technol Assess Ser. 2013;13(15):1–33.
40.
go back to reference Folland S, Goodman A, Stano M. The economics of health and health care. New Jersey: Pearson Education, Inc; 2013. Folland S, Goodman A, Stano M. The economics of health and health care. New Jersey: Pearson Education, Inc; 2013.
51.
go back to reference Callahan LF, Ambrose KR, Albright AL, Altpeter M, Golightly YM, Huffman KF, et al. Public Health Interventions for Osteoarthritis - updates on the Osteoarthritis Action Alliance’s efforts to address the 2010 OA Public Health Agenda Recommendations. Clin Exp Rheumatol. 2019;37(Suppl 1(5)):31–9.PubMed Callahan LF, Ambrose KR, Albright AL, Altpeter M, Golightly YM, Huffman KF, et al. Public Health Interventions for Osteoarthritis - updates on the Osteoarthritis Action Alliance’s efforts to address the 2010 OA Public Health Agenda Recommendations. Clin Exp Rheumatol. 2019;37(Suppl 1(5)):31–9.PubMed
Metadata
Title
Driving factors for the utilisation of healthcare services by people with osteoarthritis in Portugal: results from a nationwide population-based study
Authors
Daniela Costa
Ana M. Rodrigues
Eduardo B. Cruz
Helena Canhão
Jaime Branco
Carla Nunes
Publication date
01-12-2021
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2021
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/s12913-021-07045-4

Other articles of this Issue 1/2021

BMC Health Services Research 1/2021 Go to the issue