Evidence map›Paper›PMID 41611932›Full record

ArticleScientific reports2026

Association between multimorbidity and childhood socioeconomic status with depressive symptoms among middle-aged and older adults in rural western China.

Ning Xu, Ximin Ma, Qi Hu, Jiancai Du, Jiahui He, Wenlong Wang, Hui Qiao

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
–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

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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

7 authors.

Ning Xu *School of Humanities and Management, Ningxia Medical University, No. 1160 Shengli Street, Xingqing District, Yinchuan, 750004, China.
Ximin Ma *School of Public Health, Ningxia Medical University, Yinchuan, 750004, China.
Qi HuSchool of Humanities and Management, Ningxia Medical University, No. 1160 Shengli Street, Xingqing District, Yinchuan, 750004, China.
Jiancai DuSchool of Public Health, Ningxia Medical University, Yinchuan, 750004, China.
Jiahui HeSchool of Public Health, Ningxia Medical University, Yinchuan, 750004, China.
Wenlong WangSchool of Public Health, Ningxia Medical University, Yinchuan, 750004, China.
Hui QiaoSchool of Humanities and Management, Ningxia Medical University, No. 1160 Shengli Street, Xingqing District, Yinchuan, 750004, China. qiaohui71@163.com.

Funding

National Natural Science Foundation of China 72164033
6 · The paper itself

Abstract

This study aims to examine the association between multimorbidity and depressive symptoms among rural middle-aged and older adults in Ningxia and the interaction effect of childhood socioeconomic status. On the basis of the 2022 Ningxia Rural Household Health Survey, we analysed a sample of 5567 individuals aged 45 years and older. Propensity score matching and ordered logit regression were conducted to estimate the relationship between multimorbidity and depression; multiple matching methods were used for robustness checks; and interaction effects were examined to assess childhood socioeconomic influences. After full adjustment, both ordered logit and propensity score matching models indicated that multimorbidity was significantly associated with more severe depressive symptoms (β = 0.295, P < 0.01; β = 0.288, P < 0.01). Heterogeneity analyses revealed variation in the association across subgroups, with the largest coefficient estimates observed for male (β = 0.491, P < 0.01), those aged 75 years and older (β = 0.708, P < 0.01), and individuals with no formal schooling (β = 0.418, P < 0.01). Childhood hunger experience (β = -0.627, P < 0.05) and father's education (β = 0.692, P < 0.05) demonstrated a significant interaction effect in the relationship between multimorbidity and depressive symptoms. The negative interaction effect association was significant among individuals with childhood hunger, whereas a positive interaction effect association was observed in those with paternal education levels. Our findings emphazize a robust link between multimorbidity and depressive symptoms in later life, with childhood hunger and paternal education serving as significant moderators of this association.

Indexed as

DepressionMultimorbiditySocial ClassAgedChinaFemaleHumansMaleMiddle AgedRural PopulationSocioeconomic Disparities in HealthDepressive symptomsInteraction effectMiddle-aged and older adultsMultimorbidityPropensity score matching

Identifiers

PMID41611932
PMCPMC12914049

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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.