Evidence mapPaperPMID 41306871Full record

ArticleFrontiers in public health2025

Associations between negative emotions and eating behaviors in older adults: a network analysis and the mediating role of physical activity.

Xiuzhuan Yue, Xueying Wang, Laibing Lu, Chang Hu

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

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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. Article
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.

Xiuzhuan YueSchool of Physical Education, Henan Institute of Science and Technology, Xinxiang, China.
Xueying WangDepartment of Physical Education, Henan Institute of Technology, Xinxiang, China.
Laibing LuSchool of Physical Education and Sport Science, Fujian Normal University, Fuzhou, China.
Chang HuPhysical Education College, Jiangxi Normal University, Nanchang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: Negative emotions are a growing public health concern among older adults, influencing both psychological well-being and daily behaviors. This study aimed to examine how negative emotions relate to eating behaviors in older adults and to test the mediating role of physical activity. Methods: Data were collected from 1,062 older adults in China through validated self-report measures. A network analysis was conducted to identify central nodes and bridging indicators between negative emotions and eating behaviors, and a mediation analysis was applied to evaluate the indirect role of physical activity. Results: At the domain level, depression and stress emerged as the most central symptoms, while eating behavior showed the strongest bridging effect. At the item level, irregular eating times (Y1), perceiving life as meaningless (X20), and difficulty relaxing (X5) were highly influential. Mediation analysis indicated that physical activity partially mediated the association between negative emotions and eating behaviors. Conclusion: These findings provide new evidence that negative emotions not only directly but also indirectly shape eating behaviors in older adults by reducing physical activity. Promoting physical activity may help buffer the detrimental impact of negative emotions on eating habits and improve overall well-being. Longitudinal research is recommended to confirm the robustness and generalizability of these findings.

Indexed as

EmotionsExerciseFeeding BehaviorAgedAged, 80 and overChinaDepressionFemaleHumansMaleMiddle AgedSelf ReportStress, PsychologicalSurveys and Questionnairesaging populationeating behaviorsemotional eatingmediation effectnegative emotionsnetwork analysisolder adultsphysical activity

Identifiers

PMID41306871
PMCPMC12643853

What Socratic holds

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Registered trials

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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 Socratic graph.