IDEAS home Printed from https://ideas.repec.org/p/boc/fsug24/35.html
   My bibliography  Save this paper

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
    as

    Download full text from publisher

    File URL: http://repec.org/frsug2024/France24_Han.pdf
    File Function: presentation materials
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Unknown, 2013. "Global Rice Science Partnership: Women in Motion," IRRI Books, International Rice Research Institute (IRRI), number 164501.
    2. 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.
    3. Unknown, 2013. "Global Rice Science Partnership: Partnership in Motion," IRRI Books, International Rice Research Institute (IRRI), number 164464.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Nwafor, Grace Obiageli (Ph.D), 2023. "Capacity Building as Correlate of Productivity of Agricultural Cooperative Societies in Anambra State, Nigeria," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 7(8), pages 876-886, August.
    2. Sawaneh, Banna, 2022. "Conceptual Clarifications Of Public Service Delivery, Public Policy, Public Administration And Governance In The Gambia," Ilorin Journal of Business and Social Sciences, Faculty of Social Sciences, University of Ilorin, vol. 24(1), pages 38-58, February.
    3. Chia-Lin Chang & Michael Mcaleer, 2014. "Just How Good Are The Top Three Journals In Finance? An Assessment Based On Quantity And Quality Citations," Annals of Financial Economics (AFE), World Scientific Publishing Co. Pte. Ltd., vol. 9(01), pages 1-31.
    4. Daniel José Silva Oliveira & Ivan Beck Ckagnazaroff, 2023. "Open Government in São Paulo: An Analysis of Open Public Policies," RAC - Revista de Administração Contemporânea (Journal of Contemporary Administration), ANPAD - Associação Nacional de Pós-Graduação e Pesquisa em Administração, vol. 27(Vol. 27 N), pages 210279-2102.
    5. Ainhoa Arrona, 2017. "Can interpretive policy analysis contribute to a critical scholarship on regional innovation policy studies?," Working Papers 2017R01, Orkestra - Basque Institute of Competitiveness.
    6. Rose Fiamohe & Matty Demont & Kazuki Saito & Harold Roy‐Macauley & Eric Tollens, 2018. "How Can West African Rice Compete in Urban Markets? A Demand Perspective for Policymakers," EuroChoices, The Agricultural Economics Society, vol. 17(2), pages 51-57, August.
    7. Kolkman, Daan, 2020. "The usefulness of algorithmic models in policy making," SocArXiv hpma8, Center for Open Science.
    8. Albert Banal-Estañol & Jeremy Eckhause & Olivier Massol, 2015. "Incentives for early adoption of carbon capture technology: further considerations from a European perspective," Working Papers hal-02475485, HAL.
    9. Jungrav-Gieorgica, Natalia, 2020. "Narrative Policy Framework - polityka publiczna jako walka opowieści," Studia z Polityki Publicznej / Public Policy Studies, Warsaw School of Economics, vol. 7(2), pages 1-27, July.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:boc:fsug24:35. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Christopher F Baum (email available below). General contact details of provider: https://edirc.repec.org/data/stataea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.