Features influencing surface acting of different clusters of nursing students in vocational college based on interpretable machine learning: A cross-sectional study.

Aim: To explore and explain the mechanisms that influence surface acting in nursing students with different characteristics.

Background: Nurses are now expected to deliver patient-centered care which necessitates the emotional labor. Surface acting, a form of emotional labor, can lead to negative outcomes.