Investigating non-ignorable dropout in panel studies of residential mobility

Elizabeth Washbrook*, Paul S. Clarke, Fiona Steele

*Corresponding author for this work

Research output: Contribution to journalArticle (Academic Journal)

13 Citations (Scopus)

Abstract

We consider the effect of non-ignorable dropout in the analysis of residential mobility in household panel surveys. To investigate the effect of such dropout, we consider two types of selection model: the first allows dropout to depend directly on the individual's potentially missing moving status, and the second is a Heckman-type selection model with correlated errors. We discuss the identification and estimation of these models and use simulations to study the role of exclusion restrictions in minimizing the dependence of inferences on unverifiable parametric assumptions. The models are both applied to data from the British Household Panel Survey.
Original languageEnglish
Pages (from-to)239-266
Number of pages28
JournalJournal of the Royal Statistical Society: Series C
Volume63
Issue number2
Early online date19 Sep 2013
DOIs
Publication statusPublished - Feb 2014

Keywords

  • Bivariate probit
  • Heckman selection model
  • Informative dropout
  • Instrumental variable
  • Missing data
  • Selection model

Fingerprint Dive into the research topics of 'Investigating non-ignorable dropout in panel studies of residential mobility'. Together they form a unique fingerprint.

  • Projects

    Interrelationships between housing transitions and fertility in Britain and Australia

    Steele, F. A., Clarke, P. S., Ermisch, J., Kulu, H., Washbrook, E. V., Haynes, M., Martinez, A. & Spallek, M.

    1/10/101/04/14

    Project: Research

  • Cite this