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Liyang Chang

Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Zhejiang, China.

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MAY 20, 2026 · JOURNAL ARTICLE

Risk prediction models of compassion fatigue among nurses: A systematic review and meta-analysis.

International Journal of Nursing Studies Advances

Systematic review and meta-analysis of 10 prediction models from 7 studies synthesizing performance data; pooled AUC of 0.819 indicates fair discrimination but most included studies have high risk of bias, limiting confidence in clinical utility.

Important Confirmatory EvidenceXiaodan Pei Tianyu Huang Yuxin Yang

Reported

Pooled AUC (six models)0.819

95% CI for pooled AUC0.746–0.892

Individual AUC range0.704 to 0.939

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