通过Reddit的镜头来看直升机育儿:一个文本挖掘研究
C Keerthigha1, Smita Singh1, Kai Qin Chan1
1School of Social and Health Sciences, James Cook University, Singapore.
Heliyon
|October 27, 2023
概括
这项研究探讨了在Reddit上的直升机育儿经验,发现它影响学校,大学和人际关系. 自主支持的育儿和正念是建议的解决方案.
科学领域:
- 心理学 心理学 心理学
- 社会学 社会学 社会学
- 计算语言学 计算语言学
背景情况:
- 过度参与的直升机育儿是一个越来越令人担忧的问题.
- 了解它的现实影响需要分析生活经验.
- 像Reddit这样的在线平台提供丰富的,第一手账户.
研究的目的:
- 为了分析Reddit用户与直升机育儿的经验.
- 确定这种育儿风格的共同主题和背景.
- 探索对育儿研究的潜在解决方案和影响.
主要方法:
- 从r/helicopterparents的713个帖子中利用了文本挖掘和自然语言处理.
- 应用潜伏迪里克莱特分配 (LDA) 用于主题建模.
- 将非结构化文本数据转换为结构化格式进行分析.
主要成果:
- 确定了关键的背景:学校,大学,工作和家庭.
- 揭示了对大学决策,隐私和社会关系的影响.
- 观察到母于父的直升机育儿模式的普遍性.
结论:
- 自主支持型育儿和正念干预措施是潜在的解决方案.
- 这些发现与之前关于直升机育儿模式的研究一致.
- 建议进一步调查COVID-19对直升机育儿的影响.
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