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The influence of policy perception on the employment of college graduates under the new development paradigm—based on machine learning

Author

Listed:
  • Haibo Han

    (Lanzhou University of Finance and Economics)

  • Bin Wang

    (Lanzhou University of Finance and Economics)

Abstract

Employment policy is an important factor affecting the employment level of college graduates. Based on the policy documents of the Ministry of Education and the text data of the annual report on the employment quality of college graduates from 2015 to 2019 this presentation uses the text data analysis method to calculate the policy perception of colleges and universities, and uses the panel regression model to evaluate the policy effect. The study found that the policy perception of colleges and universities often increases gradually with time and the midland is higher than the eastern and western parts of China. In addition, no matter whether control education investment, policy perception can signi

Suggested Citation

  • Haibo Han & Bin Wang, 2024. "The influence of policy perception on the employment of college graduates under the new development paradigm—based on machine learning," French Stata Users' Group Meetings 2024 35, Stata Users Group.
    • Handle: RePEc:boc:fsug24:35
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    File URL: http://repec.org/frsug2024/France24_Han.pdf
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    References listed on IDEAS

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    1. Bert Enserink & Joop F. M. Koppenjan & Igor S. Mayer, 2013. "A Policy Sciences View on Policy Analysis," International Series in Operations Research & Management Science, in: Wil A. H. Thissen & Warren E. Walker (ed.), Public Policy Analysis, edition 127, chapter 0, pages 11-40, Springer.
    2. Unknown, 2013. "Global Rice Science Partnership: Women in Motion," IRRI Books, International Rice Research Institute (IRRI), number 164501.
    3. Unknown, 2013. "Global Rice Science Partnership: Partnership in Motion," IRRI Books, International Rice Research Institute (IRRI), number 164464.
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