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Dualfactor Model of Mental Health in Chinese Employees: A Latent Profile Analysis

Author

Listed:
  • Yi Xu

    (Hunan Children’s Hospital)

  • Sicheng Xiong

    (Hunan University of Chinese Medicine)

  • Bin Zhang

    (Hunan University of Chinese Medicine)

  • Yun Chen

    (Hunan University of Chinese Medicine)

Abstract

The dual-factor model emphasizes the integration of negative and positive indicators in the conceptualization of mental health. Yet, no research to date has used this model to describe employees with varying mental health characteristics. The current study used latent profile analysis (LPA) to identify groups of employees who shared certain mental health characteristics (i.e., who had the same profile), and also examined whether these profiles differed on sociodemographic and work-related factors. Participants were 15,123 full-time employees (58.6% women, aged 18–64 years) from 14 cities in Hunan province, China, who completed questionnaires in their work setting. LPA identified a four-profile solution as the best fitting mode: complete mental health group (21.5%), symptomatic but content group (23.7%), vulnerable group (20.9%), and troubled group (33.9%). The results of multinomial logistic regression showed that these profiles differed on sociodemographic and work-related factors, namely age, marital status, gender, daily hours of work, annual income, and occupational position. The current study is the first to apply the dual-factor model as a framework for identifying mental health profiles and their associated factors in a large-scale sample of Chinese adults. The findings have implications for developing specific prevention strategies and intervention policies tailored to employees’ different mental health profiles.

Suggested Citation

  • Yi Xu & Sicheng Xiong & Bin Zhang & Yun Chen, 2023. "Dualfactor Model of Mental Health in Chinese Employees: A Latent Profile Analysis," Journal of Happiness Studies, Springer, vol. 24(8), pages 2627-2645, December.
  • Handle: RePEc:spr:jhappi:v:24:y:2023:i:8:d:10.1007_s10902-023-00695-7
    DOI: 10.1007/s10902-023-00695-7
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    References listed on IDEAS

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    1. Peter Greenspoon & Donald Saklofske, 2001. "Toward an Integration of Subjective Well-Being and Psychopathology," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 54(1), pages 81-108, April.
    2. Thomas J. Payne & Michael Andrew & Kenneth R. Butler & Sharon B. Wyatt & Patricia M. Dubbert & Thomas H. Mosley, 2012. "Psychometric Evaluation of the Interpersonal Support Evaluation List–Short Form in the ARIC Study Cohort," SAGE Open, , vol. 2(3), pages 21582440124, September.
    3. Tingting Gao & Songli Mei & Muzi Li & Carl D’Arcy & Xiangfei Meng, 2022. "Correction to: Decision Authority on Positive Mental Health in the Workforce: A Moderated Mediation Model of Social Support, Gender, Income, and Occupation," Journal of Happiness Studies, Springer, vol. 23(1), pages 45-45, January.
    4. Chi-Ming Hsieh & Bi-Kun Tsai, 2019. "Effects of Social Support on the Stress-Health Relationship: Gender Comparison among Military Personnel," IJERPH, MDPI, vol. 16(8), pages 1-15, April.
    5. Tingting Gao & Songli Mei & Muzi Li & Carl D’Arcy & Xiangfei Meng, 2022. "Decision Authority on Positive Mental Health in the Workforce: A Moderated Mediation Model of Social Support, Gender, Income, and Occupation," Journal of Happiness Studies, Springer, vol. 23(1), pages 27-43, January.
    6. Arménio Rego & Miguel Cunha, 2009. "How individualism–collectivism orientations predict happiness in a collectivistic context," Journal of Happiness Studies, Springer, vol. 10(1), pages 19-35, March.
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