Assessing training needs and influencing factors among personnel at centers for disease control and prevention in northeast China: a cross-sectional study framed by SDT and TPB using machine learning techniques.

Journal: BMC public health
Published Date: Jun 10, 2025

Abstract

OBJECTIVES: Training public health personnel is crucial for enhancing the capacity of public health systems. However, existing research often falls short in providing a comprehensive theoretical framework and fails to account for the intricate interplay of multi-dimensional factors in public health. This study aims to identify knowledge and skill gaps at both individual and organizational levels, and to explore multi-dimensional factors influencing training needs within the theoretical frameworks of the Theory of Planned Behavior and Self-Determination Theory.

Authors

  • Kexin Wang
    Clifford Hospital, Guangzhou University of Chinese Medicine, Guangzhou, China.
  • Peng Wang
    Neuroengineering Laboratory, School of Biomedical Engineering and Technology, Tianjin Medical University, Tianjin, China.
  • Min Wei
    School of Food Science and Technology, Henan University of Technology, Zhengzhou, Henan 450001, P. R. China.
  • Yanping Wang
    The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China.
  • Huan Liu
    Department of Chemical and Biochemical Engineering, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, Fujian, China.
  • Ruiqian Zhuge
    Department of Social Medicine, School of Health Management, Harbin Medical University, Harbin, Heilongjiang Province, China.
  • Qunkai Wang
    Department of Social Medicine, School of Health Management, Harbin Medical University, Harbin, Heilongjiang Province, China.
  • Nan Meng
  • Yiran Gao
    Department of Social Medicine, School of Health Management, Harbin Medical University, Harbin, Heilongjiang Province, China.
  • Yuxuan Wang
    Department of Maxillofacial and Otorhinolaryngology Oncology, Tianjin's Clinical Research Center for Cancer, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China.
  • Lijun Gao
    Department of Social Medicine, School of Health Management, Harbin Medical University, Harbin, Heilongjiang Province, China.
  • Jingjing Liu
    School of Electro-Mechanical Engineering, Xidian University, Xi'an 710071, China.
  • Xin Zhang
    First Department of Infectious Diseases, The First Affiliated Hospital of China Medical University, Shenyang, China.
  • Mingli Jiao
    Department of Social Medicine, School of Health Management, Harbin Medical University, Harbin, Heilongjiang Province, China.
  • Qunhong Wu
    Department of Social Medicine, School of Health Management, Harbin Medical University, Harbin, Heilongjiang Province, China. wuqunhong@163.com.

Keywords

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