Rural–urban disparities in healthcare access among individuals with osteoarthritis in Portugal: a cross-sectional analysis of the 2019 National Health Survey

Abstract Background Osteoarthritis (OA) is a leading cause of musculoskeletal pain worldwide, with a greater impact on rural populations. Although preliminary findings suggest disparities in healthcare access for rural residents with OA, further research is needed to fully understand this issue. Aim This study aimed to examine healthcare access disparities between rural and urban areas among individuals with self-reported OA living in Portugal. Methods This study involves a cross-sectional secondary analysis of data from the 2019 Portuguese National Health Interview Survey (NHIS), focusing on individuals who self-reported OA. The prevalence of variables related to healthcare access was estimated, including the frequency of healthcare visits, waiting times for medical care, and the impact of financial factors. The odds ratio (OR) for healthcare access between rural and urban residents, adjusted for confounding, was estimated using multivariable logistic regression models. An age-stratified analysis was also performed. Results A total of 4095 individuals with self-reported OA were included. Confounder-adjusted OR estimates revealed that living in rural areas was associated with a higher likelihood of not accessing physiotherapy treatments (OR 0.680, 95% CI 0.518–0.892), particularly among individuals under 65 years old. Additionally, rural residents were more likely (OR 1.775, 95% CI 1.197–2.633) to experience delays in healthcare services due to distance or transportation issues, with this disparity most pronounced among individuals aged 65 to 79 years. Conclusion These findings highlight disparities in healthcare access between rural and urban residents with OA in Portugal, underscoring the need for targeted interventions to improve healthcare availability and reduce inequities.

Authors

Institutions

Publication Details

Journal
Journal of Public Health
Published
2026-01-12
DOI
https://doi.org/10.1007/s10389-025-02662-3
Primary Topic
Osteoarthritis Treatment and Mechanisms
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Rural–urban disparities in healthcare access among individuals with osteoarthritis in Portugal: a cross-sectional analysis of the 2019 National Health Survey

Cruz Eb, Baltazar Nunes, Lara Campos
Journal of Public Health
Osteoarthritis Treatment and Mechanisms
article

Rural–urban disparities in healthcare access among individuals with osteoarthritis in Portugal: a cross-sectional analysis of the 2019 National Health Survey

Cruz Eb, Baltazar Nunes, Lara Campos
article en

Abstract

Abstract Background Osteoarthritis (OA) is a leading cause of musculoskeletal pain worldwide, with a greater impact on rural populations. Although preliminary findings suggest disparities in healthcare access for rural residents with OA, further research is needed to fully understand this issue. Aim This study aimed to examine healthcare access disparities between rural and urban areas among individuals with self-reported OA living in Portugal. Methods This study involves a cross-sectional secondary analysis of data from the 2019 Portuguese National Health Interview Survey (NHIS), focusing on individuals who self-reported OA. The prevalence of variables related to healthcare access was estimated, including the frequency of healthcare visits, waiting times for medical care, and the impact of financial factors. The odds ratio (OR) for healthcare access between rural and urban residents, adjusted for confounding, was estimated using multivariable logistic regression models. An age-stratified analysis was also performed. Results A total of 4095 individuals with self-reported OA were included. Confounder-adjusted OR estimates revealed that living in rural areas was associated with a higher likelihood of not accessing physiotherapy treatments (OR 0.680, 95% CI 0.518–0.892), particularly among individuals under 65 years old. Additionally, rural residents were more likely (OR 1.775, 95% CI 1.197–2.633) to experience delays in healthcare services due to distance or transportation issues, with this disparity most pronounced among individuals aged 65 to 79 years. Conclusion These findings highlight disparities in healthcare access between rural and urban residents with OA in Portugal, underscoring the need for targeted interventions to improve healthcare availability and reduce inequities.

Journal of Public Health
University of Lisbon (PT), Universidade Politécnica de Setúbal (PT), Universidade Nova de Lisboa (PT)
Sustainable cities and communities
Openalex Percentile: Top 91%
Osteoarthritis Treatment and Mechanisms
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.