Not All Transitions Are Equal: The Relationship Between Effects on Passing Steps in a Sequential Process and Effects on the Final Outcome

被引:31
作者
Buis, Maarten L. [1 ]
机构
[1] Univ Konstanz, Dept Hist & Sociol, Box 40, D-78457 Constance, Germany
关键词
sequential models; logit models; decomposition; regression models; ordered; EDUCATIONAL-ATTAINMENT; LOGISTIC-REGRESSION; PROBIT COEFFICIENTS; STATISTICAL-MODELS; INEQUALITY; STRATIFICATION; EXPANSION; MOBILITY; LOGIT; BIAS;
D O I
10.1177/0049124115591014
中图分类号
O1 [数学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 0701 ; 070101 ;
摘要
This article deals with a model for describing a sequence of events, for example, education is typically attained by a set of transitions from one level of education to the next. In particular, this article tries to reconcile measures describing the effect of a variable on each of these transitions, with measures describing the effect of this variable on the final outcome of that process. Such a relationship has been known to exist within a sequential logit model, but it has hardly been used in empirical research mainly because of an absence of a practical way of giving it a substantive interpretation. This article tries to provide such an interpretation by showing that the effect on the final outcome is a weighted sum of the effects on each transition, such that a transition gets more weight if more people are at risk of passing that transition, passing the transition is more differentiating, and people gain more from passing.
引用
收藏
页码:649 / 680
页数:32
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