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State dependence, serial correlation and heterogeneity in the union membership dynamics

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In order to distinguish the true and spurious state dependence from the complicated dynamics of union membership, the simulation estimators incorporating the lagged dependent variables, unobserved individual heterogeneity and correlations among the errors are implemented in this article to study union membership dynamics. It is found that the true state dependence of union membership under multivariate t assumption is much higher than the standard dynamic panel probit estimators which are under multivariate normal assumptions. On the other hand, the spurious state dependence (the variance of the unobserved individual heterogeneity) is estimated to be higher when using the standard dynamic panel probit estimators than under multivariate t assumption. Moreover, blacks and married men are found to have higher union membership true state dependence than whites and unmarried men.
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Keywords: J21; J23; state dependence; union membership dynamics

Document Type: Research Article

Affiliations: Department of Economics,National Taiwan University, 21 Hsu-Chow RoadTaipei 100, Taiwan

Publication date: 2012-09-01

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