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Development trajectories of fatigue and influencing factors during the vulnerable phase in elderly patients with heart failure
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Xianxian YANG1, 2, Weiting GUO1, Wenjun WANG1
Chinese Nursing Research | 2026, 40(14) : 2495 - 2503
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Chinese Nursing Research | 2026, 40(14): 2495-2503
• Comprehensive Study •
Development trajectories of fatigue and influencing factors during the vulnerable phase in elderly patients with heart failure
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Xianxian YANG1, 2, Weiting GUO1, Wenjun WANG1
Affiliations
  • 1Qilu Hospital of Shandong University, Shandong 250012 China
  • 2School of Nursing and Rehabilitation, Shandong University
Published: 2026-07-25 doi: 10.12102/j.issn.1009-6493.2026.14.015
Outline
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Objective

To explore the developmental trajectories of fatigue during the vulnerable phase in elderly patients with heart failure and to analyze their influencing factors.

Methods

A total of 291 elderly patients during the vulnerable phase with heart failure were selected from a tertiary grade A hospital in Shandong province as the study subjects by a convenience sampling method from August 2023 to August 2024.Follow-up assessments were conducted at four time points during the vulnerable phase.Data were collected using a general information questionnaire,the Multidimensional Fatigue Inventory-20(MFI-20),the Insomnia Severity Index(ISI),the Generalized Anxiety Disorder-7(GAD-7),Patient Health Questionnaire-9(PHQ-9),and the Perceived social support scale(PSSS).Latent class growth modeling(LCGA) was used to explore the classification of the developmental trajectories of fatigue during the vulnerable phase in elderly heart failure patients.Multivariate Logistic regression analysis was employed to identify influencing factors.

Results

Three fatigue developmental trajectories during the vulnerable phase were identified in elderly patients with heart failure,namely a persistently high-level group(71.8%),a group that first decreased and then increased(12.4%),and a low-level with relief group(15.8%).Logistic regression analysis showed that age,number of comorbidities,left ventricular ejection fraction,insomnia,anxiety,depression,social support,and marital status were influencing factors for the classification of the developmental trajectories of fatigue during the vulnerable phase in elderly patients with heart failure(all P<0.05).

Conclusions

There is group heterogeneity in the classification of the developmental trajectories of fatigue during the vulnerable phase in elderly patients with heart failure.Different trajectories have distinct influencing factors.Healthcare providers should implement targeted interventions to improve patients' prognosis.

elderly  /  heart failure  /  vulnerable phase  /  fatigue  /  trajectory analysis  /  Latent class growth model  /  influencing factors
杨贤贤, 郭卫婷, 王文君. 老年心力衰竭病人易损期疲乏发展轨迹及其影响因素. 护理研究, 2026 , 40 (14) : 2495 -2503 . DOI: 10.12102/j.issn.1009-6493.2026.14.015
Xianxian YANG, Weiting GUO, Wenjun WANG. Development trajectories of fatigue and influencing factors during the vulnerable phase in elderly patients with heart failure[J]. Chinese Nursing Research, 2026 , 40 (14) : 2495 -2503 . DOI: 10.12102/j.issn.1009-6493.2026.14.015
Year 2026 volume 40 Issue 14
37
15
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Article Info
doi: 10.12102/j.issn.1009-6493.2026.14.015
  • Receive Date:2025-07-20
  • Online Date:2026-10-30
  • Published:2026-07-25
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History
  • Received:2025-07-20
  • Revised:2026-04-20
Affiliations
    1Qilu Hospital of Shandong University, Shandong 250012 China
    2School of Nursing and Rehabilitation, Shandong University
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
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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