Evidence map›Paper›PMID 40450317›Full record

ArticleBMC public health2025

The association of cardiometabolic multimorbidity with depression and length of hospitalization: a population-based cross-sectional study among adults in Turkey.

Ali Köse, Mehmet Emin Arayici, Hatice Simsek

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Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
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1 · What the graph read from 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.

2 · The registry

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3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Ali KöseDepartment of Public Health, Faculty of Medicine, Dokuz Eylul University, 15 July Medicine and Art Campus, Inciralti-Balcova, Izmir, 35340, Turkey. alikose801@gmail.com.ORCID http://orcid.org/0000-0002-8583-8982
Mehmet Emin ArayiciDepartment of Public Health, Faculty of Medicine, Dokuz Eylul University, 15 July Medicine and Art Campus, Inciralti-Balcova, Izmir, 35340, Turkey.ORCID http://orcid.org/0000-0002-0492-5129
Hatice SimsekDepartment of Public Health, Faculty of Medicine, Dokuz Eylul University, 15 July Medicine and Art Campus, Inciralti-Balcova, Izmir, 35340, Turkey.ORCID http://orcid.org/0000-0001-7209-485X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundRecent developments suggest a strong association between cardiometabolic multimorbidity, depression, and hospitalization. The aim of this study was to investigate the association of cardiometabolic multimorbidity with depression and the length of hospitalization among individuals aged 40 and older.

methodsThis study is based on the secondary analysis of data obtained from the 2022 Turkey Health Survey conducted by the Turkish Statistical Institute (TUIK). A weighted sample of 31,425,252 individuals aged 40 and over was analyzed. The dependent variables of the study are depression and hospitalization, while the independent variable is cardiometabolic multimorbidity. Other covariates include gender, age, education level, physical activity, body mass index, tobacco use, and alcohol use. The weights from the database provided by TUIK were used in the data analysis. The relationship between cardiometabolic multimorbidity and depression was investigated using univariate and multivariate logistic regression analysis.

resultOf the included participants, 51.2% were female and 35.5% were between the ages of 40-49. In Model 1, individuals with five cardiometabolic diseases had a 10-fold higher risk of developing depression compared to those with no diseases (OR: 10.0; 95% CI: 9.82-10.23). In Model 2, the risk of depression was 5.1 times higher in individuals with three diseases (OR: 5.1; 95% CI: 5.08-5.14), 5.83 times higher in those with four diseases (OR: 5.3; 95% CI: 5.78-5.88), and 14.6 times higher in individuals with five diseases (OR: 14.6; 95% CI: 14.36-14.99). Furthermore, as the number of cardiometabolic diseases increases, a significant increase in the length of hospitalization was observed (p < 0.001).

conclusionsThe findings of this study revealed that cardiometabolic multimorbidity may increase the risk of depression and the length of hospitalization in adults. These results may provide guidance for developing disease prevention and control strategies regarding cardiometabolic multimorbidity and associated factors in adults.

Indexed as

Cardiovascular DiseasesDepressionHospitalizationLength of StayMultimorbidityAdultAgedCross-Sectional StudiesFemaleHealth SurveysHumansMaleMiddle AgedTurkeyCardiometabolic diseasesCardiometabolic MultimorbidityDepressionHospitalizationPopulation-based

Identifiers

PMID40450317
PMCPMC12125910

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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.