Evidence map›Paper›PMID 42432534›Full record

ArticleBMC geriatrics2026

Multidimensional determinants of depression and non-depression in older adults: evidence from national data.

Kübranur Çebi Karaaslan, Esra Bayrakçeken, Ömer Alkan, Muhammet Talha Akgün

Abstract read
PubMed Publisher
In one paragraph

Article in BMC geriatrics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Kübranur Çebi KaraaslanDepartment of Econometrics, Faculty of Economics and Administrative Sciences, Erzurum Technical University, Erzurum, Türkiye. kubranur.cebi@erzurum.edu.tr.ORCID http://orcid.org/0000-0001-9288-017X
Esra BayrakçekenChild Development Program, Aşkale Vocational School, Atatürk University, Erzurum, Türkiye.ORCID http://orcid.org/0000-0003-0000-1460
Ömer AlkanDepartment of Econometrics, Faculty of Economics and Administrative Sciences, Ataturk University, Erzurum, Türkiye.ORCID http://orcid.org/0000-0002-3814-3539
Muhammet Talha AkgünDepartment of Business Administration, Faculty of Economics and Administrative Sciences, Erzurum Technical University, Erzurum, Türkiye.ORCID http://orcid.org/0000-0001-8953-8445

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe global demographic transition indicates a rapid shift toward an aging population structure. Good mental health in advanced ages is critical for a healthy aging. Problems such as depression reduce life expectancy and impose a societal burden. This study aims to examine, through a multidimensional approach, the sociodemographic, economic, health-related, functional, and psychosocial factors affecting depression levels among individuals aged 65 and over in Türkiye.

methodIn this study, microdata from the Türkiye Older Adult Profile Survey conducted by Turkish Statistical Institute (TurkStat) in 2023 was utilized. The analysis included a total of 10,348 individuals aged 65 and over who personally responded to perception-related questions. The dependent variable, depression level, was categorized as "not depressed," "mild," and "severe" according to Geriatric Depression Scale scores. In the analysis of the data, a generalized ordered logit model and marginal effects were employed due to the violation of the parallel lines assumption.

findingsDepression was common among older adults, with 46.71% exhibiting mild depressive symptoms. Specifically, 34.26% were mildly depressed and 12.45% were severely depressed, while 53.29% were classified as non-depressed. According to the analysis results, female gender, living alone, low-income level, and experiencing financial hardship significantly increase the risk of depression. In terms of health status, poor self-rated general health, sensory impairments (vision/hearing difficulties), history of falls, and the need for home care are the main factors increasing the likelihood of depression. An increase in functional independence (KATZ index) and maintaining a physically active lifestyle exhibit protective effects. Additionally, strong neighbor support, a higher number of support people, and a sense of autonomy in decision-making processes significantly reduce the level of depression.

conclusionGeriatric depression in Türkiye is a multidimensional phenomenon with complex socioeconomic and environmental determinants, in addition to biological factors. In particular, older women, individuals living alone, and economically disadvantaged groups are at high risk. The findings indicate that, to support healthy aging, clinical interventions alone are insufficient; strengthening social support networks, enhancing urban accessibility, and urgently developing inclusive public health policies that promote older adults'autonomy are required.

Indexed as

DepressionAgedAged, 80 and overAgingFemaleHumansMaleTurkeyActivities of daily livingAgedHealthy agingSocial supportTürkiye

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.