关于链接CPS ASEC文件的研究笔记
José Daniel Pacas1, Renae Rodgers2
1Kids First Chicago, Chicago, USA.
Population research and policy review
|January 24, 2024
概括
研究人员开发了一种新的方法来链接当前人口调查年度社会和经济补充 (CPS ASEC) 的超标样本记录,将链接数据增加了30%. 这有助于研究社会经济变化随着时间的推移.
科学领域:
- 社会科学 社会科学 社会科学
- 人口统计学 人口统计学
- 经济学 经济学 经济学
背景情况:
- 当前人口调查 (CPS) 对于跟踪社会经济趋势至关重要.
- 年度社会经济补充 (ASEC) 提供了丰富的收入和福利数据.
- 现有的方法限制了ASEC跨年过量抽样数据的联系.
研究的目的:
- 为了解决CPS ASEC过量抽样记录的链接方面的局限性.
- 增加对社会经济指标进行纵向分析的样本规模.
- 改善对家庭结构,就业,收入和贫困的短期变化的研究.
主要方法:
- 为CPS ASEC超样本案件开发并应用了一种新的链接方法.
- 专注于2005年至2020年的ASEC数据.
- 恢复了以前没有联系的过量抽样记录.
主要成果:
- 在2005-2020年ASEC文件中成功链接了额外的15万条记录.
- 实现了每年增加13,000至19,000个链接记录.
- 增加了大约30%的总体链接样本大小.
结论:
- 新的链接方法显著扩大了可用于纵向研究的可用数据集.
- 增强的数据链接允许对社会经济动态进行更强有力的分析.
- 这种方法提高了CPS ASEC在社会科学研究中的实用性.
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