ArticleBMC health services research2021
Does socio-economic status influence the effect of multimorbidity on the frequent use of ambulatory care services in a universal healthcare system? A population-based cohort study.
Article in BMC health services research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 2 of them syntheses that pooled it.
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Who cites it
20 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Nurse-Led Interventions to Improve Health, Adherence, and Functional Outcomes in Adults and Older Adults With Multimorbidity: A Systematic Review of Randomized and Quasiexperimental Studies.Journal of nursing management · 2025Pooled it
- Pooled it
- Asthma and Multimorbidity Amongst Ethnic Minority Groups in High Income Countries.Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology · 2026Review
- The effect of Area Deprivation Index on clinical outcomes after total shoulder arthroplasty.Journal of shoulder and elbow arthroplasty · 2026Article
- Exploring the relationship between education and academic ability in childhood with healthcare utilization in adulthood: findings from the Aberdeen Children of the 1950s (ACONF).European journal of public health · 2025Article
- A sex- and gender-based analysis plus of frequent healthcare utilization among individuals living with chronic pain: a cohort study.BMC health services research · 2025Article
- Socioeconomic disparities in multimorbidity of chronic diseases in the RaNCD cohort study.Scientific reports · 2025Article
- Multimorbidity prevalence and health outcome prediction: assessing the impact of lookback periods, disease count, and definition criteria in health administrative data at the population-based level.BMC medical research methodology · 2024Article
- Association of educational attainment with hypertension and type-2 diabetes: A Mendelian randomization study.SSM - population health · 2024Article
- 10-Year Multimorbidity Trajectories in Older People Have Limited Benefit in Predicting Short-Term Health Outcomes in Comparison to Standard Multimorbidity Thresholds: A Population-Based Study.Clinical epidemiology · 2024Article
- Racial Disparities in Hospital Utilization Among Patients with Multimorbidity.Journal of health care for the poor and underserved · 2024Article
- Multimorbidity status and annual healthcare expenditures of rheumatoid arthritis patients: a Dutch hospital-centered versus population-based comparison.Rheumatology international · 2023Article
- Article
- Multimorbidity and determinants for initiating outpatient trajectories: A population-based study.BMC public health · 2023Article
- Socioeconomic gradient in mortality of working age and older adults with multiple long-term conditions in England and Ontario, Canada.BMC public health · 2023Article
- Distinct healthcare utilization profiles of high healthcare use tuberculosis survivors: A latent class analysis.PloS one · 2023Article
- Association of Socioeconomic Status With Outcomes and Care Quality in Patients Presenting With Undifferentiated Chest Pain in the Setting of Universal Health Care Coverage.Journal of the American Heart Association · 2022Article
- Characteristics and Service Utilization by Complex Chronic and Advanced Chronic Patients in Catalonia: A Retrospective Seven-Year Cohort-Based Study of an Implemented Chronic Care Program.International journal of environmental research and public health · 2021Article
- The Effect of Coordinating the Outpatient Treatment across Medical Specialities for Patients With Multimorbidity.International journal of integrated careArticle
- Impact of exercise maintenance on mortality in interstitial lung disease: a population-based retrospective cohort study.Therapeutic advances in respiratory diseaseArticle
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Authors and funding
5 authors.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundFrequent healthcare users place a significant burden on health systems. Factors such as multimorbidity and low socioeconomic status have been associated with high use of ambulatory care services (emergency rooms, general practitioners and specialist physicians). However, the combined effect of these two factors remains poorly understood. Our goal was to determine whether the risk of being a frequent user of ambulatory care is influenced by an interaction between multimorbidity and socioeconomic status, in an entire population covered by a universal health system.
methodsUsing a linkage of administrative databases, we conducted a population-based cohort study of all adults in Quebec, Canada. Multimorbidity (defined as the number of different diseases) was assessed over a two-year period from April 1st 2012 to March 31st 2014 and socioeconomic status was estimated using a validated material deprivation index. Frequents users for a particular category of ambulatory services had a number of visits among the highest 5% in the total population during the 2014-15 fiscal year. We used ajusted logistic regressions to model the association between frequent use of health services and multimorbidity, depending on socioeconomic status.
resultsFrequent users (5.1% of the population) were responsible for 25.2% of all ambulatory care visits. The lower the socioeconomic status, the higher the burden of chronic diseases, and the more frequent the visits to emergency departments and general practitioners. Socioeconomic status modified the association between multimorbidity and frequent visits to specialist physicians: those with low socioeconomic status visited specialist physicians less often. The difference in adjusted proportions of frequent use between the most deprived and the least deprived individuals varied from 0.1% for those without any chronic disease to 5.1% for those with four or more chronic diseases. No such differences in proportions were observed for frequent visits to an emergency room or frequent visits to a general practitioner.
conclusionEven in a universal healthcare system, the gap between socioeconomic groups widens as a function of multimorbidity with regard to visits to the specialist physicians. Further studies are needed to better understand the differential use of specialized care by the most deprived individuals.
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