Evidence map›Paper›PMID 40776538›Full record

ArticleJournal of preventive medicine and public health = Yebang Uihakhoe chi2025

Exploring the Role of Social Welfare Expenditures in Depressive Symptoms Among Older Adults in Korea.

Ji-Su Lee, Eun Sil Yoon, Yeongchae Song, Seowoo Park, Young Kyung Do

Abstract read
In one paragraph

Article in Journal of preventive medicine and public health = Yebang Uihakhoe chi, 2025. 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

5 authors.

Ji-Su LeeGraduate School of Data Science, Korea Advanced Institute of Science and Technology, Daejeon, Korea.
Eun Sil YoonInstitute of Health Policy and Management, Seoul National University Medical Research Center, Seoul, Korea.
Yeongchae SongInstitute of Health Policy and Management, Seoul National University Medical Research Center, Seoul, Korea.
Seowoo ParkDepartment of Health Policy and Management, Seoul National University College of Medicine, Seoul, Korea.
Young Kyung DoInstitute of Health Policy and Management, Seoul National University Medical Research Center, Seoul, Korea.

Funding

Korea Disease Control and Prevention Agency
6 · The paper itself

Abstract

objectivesThis study aimed to explore the role of community-level social welfare expenditures in depressive symptoms among older adults in Korea, with a particular focus on living arrangements.

methodsMulti-level data-comprising individual-level data from the 2019 Community Health Survey and regional-level data from the Korean Statistical Information Service-were analyzed using multi-level ordered logistic regression. The dependent variable was the severity of depressive symptoms as measured by the Patient Health Questionnaire-9 score, and the primary independent variables were per capita social welfare expenditure, living arrangements, and their cross-level interaction term.

resultsOlder adults living alone exhibited more severe depressive symptoms compared to those living with others (odds ratio [OR], 1.22; p=0.006). Higher community social welfare expenditure was significantly associated with reduced depressive symptom severity (OR, 0.73; p=0.019). Moreover, the protective effect of social welfare expenditure was more pronounced among older adults living alone than among those not living alone (OR, 0.92; p=0.046). Social welfare expenditure was highly correlated with social cohesion, which weakened its independent association with depressive symptoms.

conclusionsThis study highlights the potential of community-level social welfare expenditure to mitigate depressive symptoms among older adults, particularly those who live alone. In light of the rising number of older adults living alone, these findings suggest that non-medical interventions, such as enhanced social welfare programs, may help alleviate depression in this vulnerable population. The strong positive correlation between social welfare expenditure and social cohesion also raises further research questions regarding their interrelationship.

Indexed as

DepressionSocial WelfareAgedAged, 80 and overFemaleHumansLogistic ModelsMaleMiddle AgedRepublic of KoreaSurveys and QuestionnairesAgedDepressionLiving arrangementMulti-level analysisSocial welfare

Identifiers

PMID40776538
PMCPMC12332395

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.