ArticleBMJ open2015
Prevalence of multimorbidity in the adult population attending primary care in Portugal: a cross-sectional study.
Article in BMJ open, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 64 papers, 4 of them syntheses that pooled it.
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Who cites it
64 citing papers in PubMed, 4 syntheses or guidelines pooled it, 167 citations in OpenAlex.
- Variation in the estimated prevalence of multimorbidity: systematic review and meta-analysis of 193 international studies.BMJ open · 2022Pooled it
- Household and area-level social determinants of multimorbidity: a systematic review.Journal of epidemiology and community health · 2021Pooled it
- Reducing Potentially Inappropriate Prescriptions for Older Patients Using Computerized Decision Support Tools: Systematic Review.Journal of medical Internet research · 2019Pooled it
- Do replicable profiles of multimorbidity exist? Systematic review and synthesis.European journal of epidemiology · 2019Pooled it
- Association between modified cardiometabolic index and cardiometabolic multimorbidity in middle-aged and older adults: evidence from two nationwide cohort studies.Scientific reports · 2026Article
- Assessing the quality of life in patients with complex chronic conditions: Cronimad study.BMC geriatrics · 2025Article
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- Factors associated with family physicians' perceived self-efficacy in multimorbidity management.Frontiers in medicine · 2025Article
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- Functional Assessment of >18 Years Old Patients at Internal Medicine Ward-Relationship with In-Hospital and 30-Day Mortality.American journal of medicine open · 2024Article
- A visual approach to multimorbidity learning.Canadian medical education journal · 2024Article
- A dynamic probabilistic model of the onset and interaction of cardio-metabolic comorbidities on an ageing adult population.Scientific reports · 2024Article
- Bidirectional association between falls and multimorbidity in middle-aged and elderly Chinese adults: a national longitudinal study.Scientific reports · 2024Article
- Utilization of Primary Healthcare Services in Patients with Multimorbidity According to Their Risk Level by Adjusted Morbidity Groups: A Cross-Sectional Study in Chamartín District (Madrid).Healthcare (Basel, Switzerland) · 2024Article
- Prevalence of polypharmacy in the older adult population within primary care in Portugal: a nationwide cross-sectional study.Archives of medical science : AMS · 2024Article
- Quality of Life in the Face of Depression Among Older People: A Cross-Sectional Study in Brazil and Portugal.Psychiatry and clinical psychopharmacology · 2023Article
- Epidemiology and predictors of multimorbidity in Kharameh cohort study: A population-based cross-sectional study in southern Iran.Health science reports · 2023Article
- Association of lifestyle and sociodemographic factors on multimorbidity: a cross-sectional study in Portugal.BMC public health · 2022Article
- Quality of Life in Community-Dwelling Older People with Functional and Nutritional Impairment and Depressive Symptoms: A Comparative Cross-Sectional Study in Brazil and Portugal.Geriatrics (Basel, Switzerland) · 2022Article
4 more citing papers are in PubMed but not listed here.
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Authors and funding
2 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesTo determine the prevalence of multimorbidity in the adult population attending primary care in Portugal, to identify associated sociodemographic factors, and to reveal combinations of chronic health problems.
designCross-sectional, analytical study.
settingPrimary Care Centres in mainland Portugal across the five Portuguese Healthcare Administrative Regions.
participants1279 women and 714 men agreed to participate. The mean age was 56.3 years (59.0 years for men; 54.8 years for women). The most frequent marital status was married/cohabiting (69.5%). The most predominant living arrangement was living as a couple (57.2%). A considerable proportion consisted of pensioners/retirees (41.5%) and adults with a low educational level (48.7%). Sufficient monthly income was reported in 54.4% of the cases. PRIMARY OUTCOME MEASURES: For each patient, multimorbidity was measured either by the presence of ≥2 or ≥3 chronic health problems, from a list of 147 chronic health problems. Clinical data were collected using the general practitioner's knowledge of the patient's history, patient's self-report and medical records. Cluster analyses were performed to reveal distinct patterns of multimorbidity. SECONDARY OUTCOME MEASURES: Patient social and demographic data (sex, age, residence area, current marital status, number of years of formal education, living arrangements, professional status and self-perceived economic status). Logistic regression analyses were performed to determine the association between sociodemographic factors and multimorbidity.
resultsMultimorbidity (2 or more chronic health problems) was present in 72.7%. When a cut-off of three or more was used, an expressive percentage of multimorbidity (57.2%) remained present. The likelihood of having multimorbidity increased significantly with age. Pensioners/retirees and adults with low levels of education were significantly more likely to suffer from multimorbidity. Cardiometabolic and mental disorders were the most common chronic health problems. Six multimorbidity clusters have been identified.
conclusionsMultimorbidity was found to be a common occurrence in the Portuguese primary care users. Future primary healthcare policies should take multimorbidity into consideration.
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