Latent profiles of night eating symptoms among nursing staff and their associations with toxic leadership behaviors and career resilience
Abstract
Night eating symptoms may be particularly relevant among nurses because of irregular work schedules and occupational stress, yet their heterogeneous patterns and associations with psychosocial work factors remain insufficiently understood. This study aimed to identify latent profiles of night eating symptoms among nurses and examine their associations with toxic leadership behaviors, career resilience, and sociodemographic and occupational characteristics. A cross-sectional survey was conducted among 1,343 nurses from six hospitals in China. Night eating symptoms, perceived toxic leadership behaviors, and career resilience were assessed using the Night Eating Questionnaire, the Toxic Leadership Behaviors of Nurse Managers Scale, and the Career Resilience Scale, respectively. Latent profile analysis was used to identify distinct patterns of night eating symptoms. Univariate and multivariable multinomial logistic regression analyses were conducted to examine factors associated with latent profile membership. Three latent profiles were identified: Low-Symptom (48.1%), Appetite/Sleep-Disturbed (35.3%), and Nocturnal-Ingestion (16.6%). In the multivariable analysis, higher toxic leadership behavior scores were associated with greater odds of membership in both the Appetite/Sleep-Disturbed (OR = 1.033, 95% CI: 1.023–1.043) and Nocturnal-Ingestion profiles (OR = 1.025, 95%CI: 1.013–1.037). Higher career resilience was associated with lower odds of membership in the Nocturnal-Ingestion profile (OR = 0.811, 95% CI: 0.776–0.848). Age, number of children, nursing experience, clinical department, and average monthly night shifts were also associated with profile membership. Distinct profiles highlight substantial heterogeneity in night eating symptoms among nurses. Considering both organizational and individual factors may provide a more nuanced understanding of these symptoms and inform future occupational health research.
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BibTeX
@article{liu2026latent,
title = {{Latent profiles of night eating symptoms among nursing staff and their associations with toxic leadership behaviors and career resilience}},
author = {Hang Liu and Liwen Guo and Chun Xiao and Jingfeng Zhou and Zhouning Li},
journal = {Scientific Reports},
year = {2026},
month = oct,
doi = {10.1038/s41598-026-74819-3},
url = {https://www.nature.com/articles/s41598-026-74819-3},
note = {CC BY 4.0},
}
RIS
TY - JOUR
TI - Latent profiles of night eating symptoms among nursing staff and their associations with toxic leadership behaviors and career resilience
AU - Hang Liu
AU - Liwen Guo
AU - Chun Xiao
AU - Jingfeng Zhou
AU - Zhouning Li
PY - 2026
DA - 2026/10/07
JO - Scientific Reports
DO - 10.1038/s41598-026-74819-3
UR - https://www.nature.com/articles/s41598-026-74819-3
AB - Night eating symptoms may be particularly relevant among nurses because of irregular work schedules and occupational stress, yet their heterogeneous patterns and associations with psychosocial work factors remain insufficiently understood. This study aimed to identify latent profiles of night eating symptoms among nurses and examine their associations with toxic leadership behaviors, career resilience, and sociodemographic and occupational characteristics. A cross-sectional survey was conducted among 1,343 nurses from six hospitals in China. Night eating symptoms, perceived toxic leadership behaviors, and career resilience were assessed using the Night Eating Questionnaire, the Toxic Leadership Behaviors of Nurse Managers Scale, and the Career Resilience Scale, respectively. Latent profile analysis was used to identify distinct patterns of night eating symptoms. Univariate and multivariable multinomial logistic regression analyses were conducted to examine factors associated with latent profile membership. Three latent profiles were identified: Low-Symptom (48.1%), Appetite/Sleep-Disturbed (35.3%), and Nocturnal-Ingestion (16.6%). In the multivariable analysis, higher toxic leadership behavior scores were associated with greater odds of membership in both the Appetite/Sleep-Disturbed (OR = 1.033, 95% CI: 1.023–1.043) and Nocturnal-Ingestion profiles (OR = 1.025, 95%CI: 1.013–1.037). Higher career resilience was associated with lower odds of membership in the Nocturnal-Ingestion profile (OR = 0.811, 95% CI: 0.776–0.848). Age, number of children, nursing experience, clinical department, and average monthly night shifts were also associated with profile membership. Distinct profiles highlight substantial heterogeneity in night eating symptoms among nurses. Considering both organizational and individual factors may provide a more nuanced understanding of these symptoms and inform future occupational health research.
SN - 2045-2322
ER -