ArticlePloS one2014
Multimorbidity patterns in a national representative sample of the Spanish adult population.
Article in PloS one, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. It is linked to 2 registered trials, which are not on this map. Cited by 46 papers, 3 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Ageing and Health. Spanish Longitudinal Study on Ageing, Physical and Mental Health, and Its Determinants
Nursing Students' Visits to Older Adults With Multiple Chronic Conditions: Effects on Self-care and Other Related Variables (VISITAME)
Who cites it
46 citing papers in PubMed, 3 syntheses or guidelines pooled it, 101 citations in OpenAlex.
- Costs of multimorbidity: a systematic review and meta-analyses.BMC medicine · 2022Pooled it
- Do replicable profiles of multimorbidity exist? Systematic review and synthesis.European journal of epidemiology · 2019Pooled it
- Pooled it
- Association of biochemical indicators with multimorbidity in 19,624 older adult individuals with chronic diseases: a study from Jindong District, Jinhua City, China.Frontiers in public health · 2025Article
- Article
- Improving multimodal physical function in adults with heterogeneous chronic pain; Protocol for a multisite feasibility RCT.Contemporary clinical trials · 2024Article
- Prevalence of functional dependence and chronic diseases in the community-dwelling Brazilian older adults: an analysis by dependence severity and multimorbidity pattern.BMC public health · 2024Article
- Do the New Rural Pension Scheme promote the health status of chronic patients in old age? -Evidence from CHARLS 2018 in China.BMC public health · 2023Article
- Shifts in Chronic Disease Patterns Among Spanish Older Adults With Multimorbidity Between 2006 and 2017.International journal of public health · 2023Article
- A Socioecological Mixture Model of Asthma Prevalence Among Sexual Minority Adults in the United States.LGBT health · 2022Article
- Use of hospital care services by chronic patients according to their characteristics and risk levels by adjusted morbidity groups.PloS one · 2022Article
- Multimorbidity and depression among older adults in India: Mediating role of functional and behavioural health.PloS one · 2022Article
- Multimorbidity is associated with fragility fractures in women 50 years and older: A nationwide cross-sectional study.Bone reports · 2021Review
- Use of primary and hospital care health services by chronic patients according to risk level by adjusted morbidity groups.BMC health services research · 2021Observational
- Regression-Based Normative Data for Independent and Cognitively Active Spanish Older Adults: Digit Span, Letters and Numbers, Trail Making Test and Symbol Digit Modalities Test.International journal of environmental research and public health · 2021Article
- Multimorbidity patterns in old adults and their associated multi-layered factors: a cross-sectional study.BMC geriatrics · 2021Article
- Chronic diseases in the geriatric population: morbidity and use of primary care services according to risk level.BMC geriatrics · 2021Observational
- Article
- Association between Overweight, Obesity and the Prevalence of Multimorbidity among the Elderly: Evidence from a Cross-Sectional Analysis in Shandong, China.International journal of environmental research and public health · 2020Article
- Multimorbidity patterns in low-middle and high income regions: a multiregion latent class analysis using ATHLOS harmonised cohorts.BMJ open · 2020Article
Corrections and comments
- Erratum issued
Authors and funding
7 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIn the context of population aging, multimorbidity has emerged as a growing concern in public health. However, little is known about multimorbidity patterns and other issues surrounding chronic diseases. The aim of our study was to examine multimorbidity patterns, the relationship between physical and mental conditions and the distribution of multimorbidity in the Spanish adult population.
methodsData from this cross-sectional study was collected from the COURAGE study. A total of 4,583 participants from Spain were included, 3,625 aged over 50. An exploratory factor analysis was conducted to detect multimorbidity patterns in the population over 50 years of age. Crude and adjusted binary logistic regressions were performed to identify individual associations between physical and mental conditions.
resultsTHREE MULTIMORBIDITY PATTERNS ROSE: 'cardio-respiratory' (angina, asthma, chronic lung disease), 'mental-arthritis' (arthritis, depression, anxiety) and the 'aggregated pattern' (angina, hypertension, stroke, diabetes, cataracts, edentulism, arthritis). After adjusting for covariates, asthma, chronic lung disease, arthritis and the number of physical conditions were associated with depression. Angina and the number of physical conditions were associated with a higher risk of anxiety. With regard to multimorbidity distribution, women over 65 years suffered from the highest rate of multimorbidity (67.3%).
conclusionMultimorbidity prevalence occurs in a high percentage of the Spanish population, especially in the elderly. There are specific multimorbidity patterns and individual associations between physical and mental conditions, which bring new insights into the complexity of chronic patients. There is need to implement patient-centered care which involves these interactions rather than merely paying attention to individual diseases.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.