Using Latent Class and Latent Transition Analysis to Examine the Transtheoretical Model Staging Algorithm and Sequential Stage Transition in Adolescent Smoking

Boliang Guo, Paul Aveyard, Antony Fielding, S Sutton

Research output: Contribution to journalArticle

19 Citations (Scopus)

Abstract

Data on stage of change was collected between 1997-1999 on 4125 adolescent nonsmokers and smokers from central England who completed two versions of the stage of change algorithm for smoking acquisition and cessation. The fit of the latent variable defined by the spiral of change to adolescents' responses to the staging questions was examined using latent class analysis. Whether a model of sequential transition across stages fitted the observed transitions was tested with latent transition analysis (LTA). There was reasonable support for the staging algorithm but no evidence of sequential stage transition. The research was funded by Cancer Research UK.
Original languageEnglish
Pages (from-to)2028-2042
Number of pages15
JournalSubstance Use & Misuse
Volume44
Issue number14
DOIs
Publication statusPublished - 1 Jan 2009

Keywords

  • latent class analysis
  • smoking
  • latent transition analysis
  • transtheoretical model
  • stage of change
  • adolescence

Fingerprint

Dive into the research topics of 'Using Latent Class and Latent Transition Analysis to Examine the Transtheoretical Model Staging Algorithm and Sequential Stage Transition in Adolescent Smoking'. Together they form a unique fingerprint.

Cite this