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Network analysis of symptoms of depression, anxiety, sleep disorders, and feelings of loneliness among the elderly and gender differences
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Jing HUANG, Yu-xing TIAN, Wei-hong ZHENG, Yi-qi WANG, Pei-yuan QIU
Modern Preventive Medicine | 2025, 52(1) : 144 - 148
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Modern Preventive Medicine | 2025, 52(1): 144-148
• Health and Social Behavior •
Network analysis of symptoms of depression, anxiety, sleep disorders, and feelings of loneliness among the elderly and gender differences
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Jing HUANG, Yu-xing TIAN, Wei-hong ZHENG, Yi-qi WANG, Pei-yuan QIU
Affiliations
  • Department of Epidemiology and Health Statistics, West China School of Public Health/West China Fourth Hospital, Sichuan University, Chengdu, Sichuan 610041, China
Published: 2025-01-10 doi: 10.20043/j.cnki.MPM.202406334
Outline
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Objective

To explore the relationships among symptoms of depression, anxiety, sleep disorders, and feelings of loneliness in a community-dwelling elderly population through network analysis, and to investigate the differences in network structure and core symptoms between genders.

Methods

A convenience sampling method was employed to survey 1 325 elderly individuals in Chengdu, Sichuan Province, regarding their symptoms of depression, anxiety, sleep disorders, and loneliness.Network analysis, centrality analysis, and robustness analysis were conducted to examine the associations among the symptoms.Additionally, differences in the network among subgroups by gender were analyzed.

Results

The most central symptoms in the network of community elderly were identified as“fatigue”, “sleep problems”,“low mood”, and “feeling neglected” (Z≥1). No statistically significant differences were found in the network structure and connection strength between different gender subgroups (P>0.05). However, the mediating centrality of“low mood” was higher in males than in females (P<0.05), while the strength centrality of “tension” was lower in males than in females (P<0.001).

Conclusion

The network structure of disease symptoms aids in understanding the mechanisms of mental health issues among the elderly and the relationships between different conditions. It is recommended that community health service centers focus on preventing and alleviating feelings of fatigue among the elderly, while also addressing their sleep issues, low mood, and feelings of neglect to enhance overall mental health.

Network analysis  /  Depression  /  Anxiety  /  Sleep disorders  /  Loneliness
黄婧, 田宇星, 郑伟鸿, 王一淇, 邱培媛. 抑郁、焦虑、睡眠障碍和孤独感症状间的网络分析和性别差异研究. 现代预防医学, 2025 , 52 (1) : 144 -148 . DOI: 10.20043/j.cnki.MPM.202406334
Jing HUANG, Yu-xing TIAN, Wei-hong ZHENG, Yi-qi WANG, Pei-yuan QIU. Network analysis of symptoms of depression, anxiety, sleep disorders, and feelings of loneliness among the elderly and gender differences[J]. Modern Preventive Medicine, 2025 , 52 (1) : 144 -148 . DOI: 10.20043/j.cnki.MPM.202406334
Year 2025 volume 52 Issue 1
58
28
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Article Info
doi: 10.20043/j.cnki.MPM.202406334
  • Receive Date:2024-06-18
  • Online Date:2026-10-29
  • Published:2025-01-10
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  • Received:2024-06-18
Affiliations
    Department of Epidemiology and Health Statistics, West China School of Public Health/West China Fourth Hospital, Sichuan University, Chengdu, Sichuan 610041, China
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表12种不同金属材料的力学参数
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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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