» Articles » PMID: 28486983

Social Disparities in the Prevalence of Multimorbidity - A Register-based Population Study

Overview
Publisher Biomed Central
Specialty Public Health
Date 2017 May 11
PMID 28486983
Citations 81
Authors
Affiliations
Soon will be listed here.
Abstract

Background: Prevalences of multimorbidity vary between European studies and several methods and definitions are used. In this study we examine the prevalence of multimorbidity in relation to age, gender and educational attainment and the association between physical and mental health conditions and educational attainment in a Danish population.

Methods: A cross-sectional design was used to study the prevalence of multimorbidity, defined as two or more chronic conditions, and of comorbid physical and mental health conditions across age groups and educational attainment levels among 1,397,173 individuals aged 16 years and older who lived in the Capital Region of Denmark on January 1st, 2012. After calculating prevalence, odds ratios for multimorbidity and mental health conditions were derived from logistic regression on gender, age, age squared, education and number of physical conditions (only for odds ratios for mental health conditions). Odds ratios for having multimorbidity and mental health conditions for each variable were adjusted for all other variables.

Results: Multimorbidity prevalence was 21.6%. Half of the population aged 65 and above had multimorbidity, and prevalence was inversely related to educational attainment: 26.9% (95% CI, 26.8-26.9) among those with lower secondary education versus 13.5% (95% CI, 13.5-13.6) among people with postgraduate education. Adjusted odds ratios for multimorbidity were 0.50 (95% CI, 0.49-0.51) for people with postgraduate education, compared to people with lower secondary education. Among all population members, 4.9% (95% CI, 4.9-4.9) had both a physical and a mental health condition, a proportion that increased to 22.6% of people with multimorbidity. Physical and mental health comorbidity was more prevalent in women (6.33%; 95% CI, 6.3-6.4) than men (3.34%; 95% CI, 3.3-3.4) and approximately 50 times more prevalent among older persons than younger ones. Physical and mental health comorbidity was also twice as prevalent among people with lower secondary education than among those with postgraduate education. The presence of a mental health condition was strongly associated with the number of physical conditions; those with five or more physical conditions had an adjusted odds ratio for a mental health condition of 3.93 (95% CI, 3.8-4.1), compared to those with no physical conditions.

Conclusion: Multimorbidity prevalence and patterns in the Danish population are comparable to those of other European populations. The high prevalence of mental and physical health conditions highlights the need to ensure that healthcare systems deliver care that takes physical and mental comorbidity into account. Further, the higher prevalence of multimorbidity among persons with low educational attainment emphasizes the importance of having a health care system providing care that is beneficial to all regardless of socioeconomic status.

Citing Articles

The Multimorbidity Questionnaire (MMQ1): English translation and validation of a Danish patient reported outcome measure for quality of life in people with multiple long-term conditions in a cross-sectional survey.

Sweeney K, Bissenbakker K, Siersma V, Jonsson A, Donaghy E, Henderson D Qual Life Res. 2025; .

PMID: 39847266 DOI: 10.1007/s11136-025-03901-6.


The diabetes mellitus comorbidity index in European Union member states based on the 2019 European Health Interview Survey.

Kovacs N, Mahrouseh N, Monasta L, Andreella A, Campostrini S, Varga O Sci Rep. 2025; 15(1):512.

PMID: 39747538 PMC: 11695628. DOI: 10.1038/s41598-024-84374-4.


A patient-centred care model for patients with complicated multimorbidity: Protocol for a pilot cluster randomised trial in general practice, municipalities, and hospitals.

Lundstrom S, Kamstrup-Larsen N, Barrett B, Jorgensen L, Hansen S, Andersen J PLoS One. 2024; 19(12):e0310697.

PMID: 39630823 PMC: 11616888. DOI: 10.1371/journal.pone.0310697.


The extent and burden of high multimorbidity on older adults in the US: a descriptive analysis of Medicare beneficiaries.

Dorr D, Markwardt S, Bobo M, Allore H, Botoseneanu A, Newsom J BMC Geriatr. 2024; 24(1):777.

PMID: 39304796 PMC: 11414248. DOI: 10.1186/s12877-024-05329-y.


Has multimorbidity and frailty in adult hospital admissions changed over the last 15 years? A retrospective study of 107 million admissions in England.

Faitna P, Bottle A, Klaber B, Aylin P BMC Med. 2024; 22(1):369.

PMID: 39256751 PMC: 11389502. DOI: 10.1186/s12916-024-03572-z.


References
1.
Pavela G, Latham K . Childhood Conditions and Multimorbidity Among Older Adults. J Gerontol B Psychol Sci Soc Sci. 2015; 71(5):889-901. PMC: 4982384. DOI: 10.1093/geronb/gbv028. View

2.
Glynn L, Valderas J, Healy P, Burke E, Newell J, Gillespie P . The prevalence of multimorbidity in primary care and its effect on health care utilization and cost. Fam Pract. 2011; 28(5):516-23. DOI: 10.1093/fampra/cmr013. View

3.
Fortin M, Stewart M, Poitras M, Almirall J, Maddocks H . A systematic review of prevalence studies on multimorbidity: toward a more uniform methodology. Ann Fam Med. 2012; 10(2):142-51. PMC: 3315131. DOI: 10.1370/afm.1337. View

4.
Tucker-Seeley R, Li Y, Sorensen G, Subramanian S . Lifecourse socioeconomic circumstances and multimorbidity among older adults. BMC Public Health. 2011; 11:313. PMC: 3118239. DOI: 10.1186/1471-2458-11-313. View

5.
Lawrence D, Kisely S, Pais J . The epidemiology of excess mortality in people with mental illness. Can J Psychiatry. 2010; 55(12):752-60. DOI: 10.1177/070674371005501202. View