Modeling stage-sequential change in ordered categorical responses

Jee Seon Kim*, Ulf Böckenholt

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

7 Scopus citations

Abstract

Although few would dispute the usefulness of looking at behavioral change from a stage-sequential perspective, until recently the lack of appropriate modeling techniques has hampered rigorous empirical tests of stage theories. In particular, for behavioral measurements that are ordinal, there is a need for methods that represent the underlying change processes in the form of qualitative and discontinuous shifts. This article introduces a stage-sequential ordinal model by postulating that at any point in time there are a finite number of latent stages. Panel members may shift among these stages over time. The authors show that the stage-sequential model provides a general approach for both the analysis of ordinal time-dependent data and tests of various competing theories and hypotheses about psychological change processes. An analysis of a 5-year study concerning attitudes toward alcohol consumption by teenagers is presented to illustrate the modeling approach.

Original languageEnglish (US)
Pages (from-to)380-400
Number of pages21
JournalPsychological methods
Volume5
Issue number3
DOIs
StatePublished - Sep 2000

ASJC Scopus subject areas

  • Psychology (miscellaneous)

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