Network analysis of symptoms, physiological, psychological and environmental risk factors based on unpleasant symptom theory in patients with chronic heart failure
Key Points:
- Network analysis identifies key symptom clusters and their interconnections, revealing critical intervention targets.
- Psychological factors, such as anxiety and depression, play a significant role in symptom perception and severity.
- Understanding these relationships can lead to personalized symptom management strategies, improving patient outcomes in CHF care.
Description
This study applies network analysis to explore the complex interactions between symptoms, physiological, psychological, and environmental risk factors in chronic heart failure (CHF) patients. Grounded in the Unpleasant Symptoms Theory, it provides insights into how these factors influence patient well-being and disease management.
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