How to evaluate the efficiency of rural preschool education resources and its regional differences in China.

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  • Author(s): Tang MM;Tang MM; Zeng Z; Zeng Z; Lan Q; Lan Q; Lan Q
  • Source:
    Scientific reports [Sci Rep] 2024 Sep 30; Vol. 14 (1), pp. 22705. Date of Electronic Publication: 2024 Sep 30.
  • Publication Type:
    Journal Article
  • Language:
    English
  • Additional Information
    • Source:
      Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
    • Publication Information:
      Original Publication: London : Nature Publishing Group, copyright 2011-
    • Subject Terms:
    • Abstract:
      Rural preschool education is an integral part of rural society, and improving the efficiency system of evaluation of rural preschool education resource allocation is an important strategy for the implementation of the rural revitalization. This paper uses an input-oriented three-stage DEA model to analyze the efficiency of rural preschool education resource allocation in 30 provinces in China from 2012 to 2020. The results show that external factors such as the level of urbanization, birth rate, and the scale of kindergarten impacts the efficiency of rural preschool education resource allocation significantly. Without regard to the influence of environmental and random factors, the overall trend of the average efficiency of rural preschool education resource allocation in China has improved, showing a regional pattern of "central > eastern > western." Therefore, based on the relevant policies, this paper puts forward rational suggestions for the improvement of rural preschool resource allocation efficiency in China from the perspectives of human, financial and material resources.
      (© 2024. The Author(s).)
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    • Contributed Indexing:
      Keywords: Regional difference; Resource input performance; Rural preschool education; Three-stage DEA model
    • Publication Date:
      Date Created: 20240930 Date Completed: 20240930 Latest Revision: 20241003
    • Publication Date:
      20241003
    • Accession Number:
      PMC11442834
    • Accession Number:
      10.1038/s41598-024-72892-0
    • Accession Number:
      39349549