ArticlePLoS medicine2023
Income-based differences in healthcare utilization in relation to mortality in the Swedish population between 2004-2017: A nationwide register study.
Article in PLoS medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Intergenerational educational mobility and intrinsic capacity in later life: a harmonised analysis of individuals from five countries.Journal of global health · 2026Article
- Socioeconomic differences in primary healthcare use before childhood cancer diagnosis: a register-based cohort study in Sweden.BMJ paediatrics open · 2026Article
- Geographical patterns and determinants of migraine in persons aged ten years or older living in Sweden from 2015 to 2023: a nationwide cross-sectional study.The journal of headache and pain · 2026Article
- Exploring health system resilience during the COVID-19 pandemic in Sweden: an interrupted time series analysis of service utilisation and sociodemographic differences.BMC health services research · 2025Article
- The burden of somatic comorbidities in patients surviving a traumatic brain injury.Acta neurochirurgica · 2025Article
- Differential use of antidiabetic medication related to income, cohabitation and area of residence: a Swedish nationwide cohort study.Journal of epidemiology and community health · 2025Article
- Lower ambulatory care availability and greater hospital capacity are associated with higher hospital case volumes.Research in health services & regions · 2025Article
- Internet use for health information, health service utilization, and quality of care in the U.S.BMC health services research · 2025Article
- Nursing and medical students' views on their knowledge related to the Sustainable Development Goals - a mixed methods study at three Swedish universities.BMC medical education · 2025Article
- Incidence of Adult Acquired Flatfoot Deformity Referred to Specialist Care in Sweden.Journal of foot and ankle research · 2025Article
- Undiagnosed type 2 diabetes is common - intensified screening of established risk groups is imperative in Sweden: the SDPP cohort.BMC medicine · 2024Article
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5 authors.
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Abstract
backgroundDespite universal healthcare, socioeconomic differences in healthcare utilization (HCU) persist in modern welfare states. However, little is known of how HCU inequalities has developed over time. The aim of this study is to assess time trends of differences in utilization of primary and specialized care for the lowest (Q1) and highest (Q5) income quantiles and compare these to mortality. METHODS AND
findingsUsing a repeated cross-sectional register-based study design, data on utilization of (i) primary; (ii) specialized outpatient; and (iii) inpatient care, as well as (iv) cause of death, were linked to family income and sociodemographic control variables (for instance, country of origin and marital status). The study sample comprised all individuals 16 years or older residing in Sweden any year during the study period and ranged from 7.1 million in year 2004 to 8.0 million year 2017. HCU and mortality for all disease as well as for the 5 disease groups causing most deaths were compared for the Q1 and Q5 using logistic regression, adjusting for sex, age, marital status, and birth country. The primary outcome measures were adjusted odds ratios (ORs), and regression coefficients of annual changes in these ORs log-transformed. Additionally, we conducted negative binominal regression to calculate adjusted rate ratios (RRs) comparing Q1 and Q5 with regard to number of disease specific healthcare encounters ≤5 years prior to death. In 2017, for all diseases combined, Q1 utilized marginally more primary and specialized outpatient care than Q5 (OR 1.07, 95% CI [1.07, 1.08]; p < 0.001, and OR 1.04, 95% CI [1.04, 1.05]; p < 0.001, respectively), and considerably more inpatient care (OR 1.44, 95% CI [1.43, 1.45]; p < 0.001). The largest relative inequality was observed for mortality (OR 1.78, 95% CI [1.74, 1.82]; p < 0.001). This pattern was broadly reproduced for each of the 5 disease groups. Time trends in HCU inequality varied by level of care. Each year, Q1 (versus Q5) used more inpatient care and suffered increasing mortality rates. However, utilization of primary and specialized outpatient care increased more among Q5 than in Q1. Finally, group differences in number of healthcare encounters ≤5 years prior to death demonstrated a similar pattern. For each disease group, primary and outpatient care encounters were fewer in Q1 than in Q5, while inpatient encounters were similar or higher in Q1. A main limitation of this study is the absence of data on self-reported need for care, which impedes quantifications of HCU inequalities each year.
conclusionsIncome-related differences in the utilization of primary and specialized outpatient care were considerably smaller than for mortality, and this discrepancy widened with time. Facilitating motivated use of primary and outpatient care among low-income groups could help mitigate the growing health inequalities.
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