A mixed models approach to the age-period-cohort analysis of repeated cross-section surveys, with an application to data on trends in verbal test scores

被引:298
作者
Yang, Yang
Land, Kenneth C.
机构
[1] Univ Chicago, Dept Sociol, Chicago, IL 60637 USA
[2] Duke Univ, Ctr Demog Studies, Durham, NC 27706 USA
来源
SOCIOLOGICAL METHODOLOGY 2006, VOL 36 | 2006年 / 36卷
关键词
D O I
10.1111/j.1467-9531.2006.00175.x
中图分类号
C91 [社会学];
学科分类号
030301 ; 1204 ;
摘要
We develop a mixed (fixed and random effects) models approach to the age-period-cohort (A PC) analysis of micro data sets in the form of a series of the repeated cross-section sample surveys that are increasingly available to sociologists. This approach recognizes the multilevel structure of the individual-level responses. As a substantive illustration, we apply our proposed methodology to data on verbal test scores from 15 cross-sections of the General Social Survey, 1974-2000. These data have been the subject of recent debates in the sociological literature. We show how our approach can be used to shed new light on these debates by identifying and estimating age, period, and cohort components of change.
引用
收藏
页码:75 / 97
页数:23
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