March 3, 2026Open Access

Development and validation of a prediction model for the incidence of psychological disturbance in Chinese nurses: baseline data from a cohort study

Key Points

Psychological disturbance can be predicted using a newly developed model, enhancing care for nurses.
Key factors influencing psychological risk include individualized aspects that can be addressed by nursing managers.
Cohort study methodology allows for a thorough analysis of risk among nursing professionals.
This model may enable better mental health support for nurses, reducing the prevalence of psychological issues.

Abstract

This study developed a prediction model to evaluate the risk of psychological disturbance among nurses for the first time. Nursing managers can use this visualized prediction model to predict the risk of nurses' psychological disturbance, identify individualized risk factors, and implement preventive measures to reduce the occurrence of psychological disturbances among nurses.

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Discussion

Authors

Xueqian Ma

Zhiqian Chen

Heli Zhang

Journals

Frontiers in Public Health

Actions

Institutions

Peking University

Peking University Third Hospital

References and Citations

Connected Papers

Building similarity graph...

Analyzing shared references across papers

Development and validation of a prediction model for the incidence of psychological disturbance in Chinese nurses: baseline data from a cohort study

Key Points

Abstract

Citation Network

Connected Papers

Discussion

Authors

Journals

Actions

Institutions

References and Citations

Citation Network

Connected Papers

Discussion

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