家庭教育政策的时空演变模式和优化路径:一个LDA主题模型方法
1School of Public Administration, Sichuan University, Chengdu, 610065, China.
Heliyon
|July 7, 2023
概括
本研究分析了家庭教育政策,确定了诸如家长能力和政府支持等关键主题. 它建议通过促进,区域合作和消除高质量的发展障碍来优化政策.
科学领域:
- 教育政策 教育政策
- 公共管理 公共管理
- 社会学 社会学 社会学
背景情况:
- 家庭教育政策对于教育现代化至关重要.
- 了解政策演变是有效设计的关键.
- 地方政策需要量身定制的方法.
研究的目的:
- 分析当地家庭教育政策的时间和空间演变.
- 确定主要主题及其在这些政策中的突出地位.
- 为设计家庭教育政策提出优化途径.
主要方法:
- 分析当地家庭教育政策文件.
- 应用隐性迪里克莱特分配 (LDA) 模型来提取主题.
- 计算平均主题概率以评估突出地位.
主要成果:
- 确定了六个主要主题:家长能力,学校安全,机构环境,政府支持,社会协调和高质量的发展.
- 父母的能力和政府支持成为最突出的主题.
- 政策往往侧重于提高家长的技能和政府的参与.
结论:
- 时间和空间分析丰富了家庭教育政策的设计.
- 优化途径包括促进/赋权,区域互联和消除障碍.
- 根据时间,空间和当地需求定制政策对于高质量的家庭教育发展至关重要.
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