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Network analysis of depression symptoms in disabled middle-aged and elderly people
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Shilei ZHANG1, 2, Jiayu TAO3, Yajing ZHANG4, Pan ZHANG4
Chinese Nursing Research | 2026, 40(4) : 618 - 624
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Chinese Nursing Research | 2026, 40(4): 618-624
• Comprehensive Study •
Network analysis of depression symptoms in disabled middle-aged and elderly people
Full
Shilei ZHANG1, 2, Jiayu TAO3, Yajing ZHANG4, Pan ZHANG4
Affiliations
  • 1College of Education, Hebei Normal University, Hebei 050010 China
  • 2Huihua College of Hebei Normal University
  • 3Chengde Medical University
  • 4Department of Psychology,Hebei Normal University
Published: 2026-02-25 doi: 10.12102/j.issn.1009-6493.2026.04.013
Outline
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Objective

To reveal the core symptoms and subgroup heterogeneity of depression in disabled middle-aged and elderly people using network analysis methods,and to provide basis for formulating precise intervention plans.

Methods

Data from the 2018 China health and retirement longitudinal study(CHARLS) were selected.A total of 10 336 middle-aged and elderly people were included as the research subjects.The structural differences in depression symptoms between the disabled and healthy groups were compared using a symptom network model.The symptom intensity characteristics among subgroups of disabled middle-aged and elderly people were deeply analyzed.

Results

There was no significant difference in the overall strength of the depression network among disabled and healthy middle-aged and elderly people.The core symptoms were all "depressed mood","feeling troubled",and "unable to continue living".Among the symptom networks of the disabled middle-aged group,the intensity value of "unable to continue living" was the highest,while for the disabled elderly group,the most prominent symptom was "depression of mood".Compared with disabled men,the intensity value of "depression of mood" for disabled women was greater.For disabled middle-aged and elderly people with educational attainment below primary school,the intensity value of "depression of mood" was the highest,while for those with educational attainment at or above primary school,the most prominent symptoms were "feeling troubled" and "unable to continue living".For married and cohabiting disabled middle-aged and elderly people,the main symptoms were "depression of mood","feeling troubled" and "unable to continue living",while for other disabled elderly people,the main symptoms were "depression of mood", "feeling troubled" and "lack of happiness".

Conclusions

The core symptoms of depression in disabled elderly individuals exhibit heterogeneity characteristics related to age,gender,educational level,and marital status.It is suggested that in clinical practice,individual differences of disabled middle-aged and elderly individuals should be fully considered.Categorized interventions should be adopted to improve their mental health levels.

middle-aged and elderly people  /  disability  /  depression symptoms  /  network analysis
张石磊, 陶佳雨, 张亚静, 张盼. 失能中老年人抑郁症状的网络分析. 护理研究, 2026 , 40 (4) : 618 -624 . DOI: 10.12102/j.issn.1009-6493.2026.04.013
Shilei ZHANG, Jiayu TAO, Yajing ZHANG, Pan ZHANG. Network analysis of depression symptoms in disabled middle-aged and elderly people[J]. Chinese Nursing Research, 2026 , 40 (4) : 618 -624 . DOI: 10.12102/j.issn.1009-6493.2026.04.013
Year 2026 volume 40 Issue 4
31
13
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Article Info
doi: 10.12102/j.issn.1009-6493.2026.04.013
  • Receive Date:2025-06-18
  • Online Date:2026-10-28
  • Published:2026-02-25
Article Data
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History
  • Received:2025-06-18
  • Revised:2026-01-22
Affiliations
    1College of Education, Hebei Normal University, Hebei 050010 China
    2Huihua College of Hebei Normal University
    3Chengde Medical University
    4Department of Psychology,Hebei Normal University

Corresponding:

ZHANG Pan, E-mail:
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表12种不同金属材料的力学参数
科
Family
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Number of
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Number of
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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