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

被引:20
作者
Guo, Boliang [1 ]
Aveyard, Paul [1 ]
Fielding, Antony [2 ]
Sutton, Stephen [3 ]
机构
[1] Univ Birmingham, Sch Hlth & Populat Sci, Birmingham B15 2TT, W Midlands, England
[2] Univ Birmingham, Dept Econ, Birmingham B15 2TT, W Midlands, England
[3] Univ Forvie Site, Dept Publ Hlth & Primary Care, Inst Publ Hlth, Cambridge, England
关键词
transtheoretical model; stage of change; smoking; adolescence; latent class analysis; latent transition analysis; CESSATION; PREVENTION; ACQUISITION; BEHAVIOR; TRIAL;
D O I
10.3109/10826080902848665
中图分类号
R194 [卫生标准、卫生检查、医药管理];
学科分类号
摘要
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.
引用
收藏
页码:2028 / 2042
页数:15
相关论文
共 35 条
[1]   The change-in-stage and updated smoking status results from a cluster-randomized trial of smoking prevention and cessation using the transtheoretical model among British adolescents [J].
Aveyard, P ;
Sherratt, E ;
Almond, J ;
Lawrence, T ;
Lancashire, R ;
Griffin, C ;
Cheng, KK .
PREVENTIVE MEDICINE, 2001, 33 (04) :313-324
[2]   Can the stages of change for smoking acquisition be measured reliably in adolescents? [J].
Aveyard, P ;
Lancashire, E ;
Almond, J ;
Cheng, KK .
PREVENTIVE MEDICINE, 2002, 35 (04) :407-414
[3]   Cluster randomised controlled trial of expert system based on the transtheoretical ("stages of change") model for smoking prevention and cessation in schools [J].
Aveyard, P ;
Cheng, KK ;
Almond, J ;
Sherratt, E ;
Lancashire, R ;
Lawrence, T ;
Griffin, C ;
Evans, O .
BRITISH MEDICAL JOURNAL, 1999, 319 (7215) :948-953
[4]  
Bandalos DL, 2002, J EDUC MEAS, V39, P183
[5]  
Collins L.M., 2002, WINLTA USERS GUIDE
[6]  
Collins LM, 2000, MODELING LONGITUDINAL AND MULTILEVEL DATA, P147
[7]   LATENT CLASS MODELS FOR STAGE-SEQUENTIAL DYNAMIC LATENT-VARIABLES [J].
COLLINS, LM ;
WUGALTER, SE .
MULTIVARIATE BEHAVIORAL RESEARCH, 1992, 27 (01) :131-157
[8]   GOODNESS-OF-FIT TESTING FOR LATENT CLASS MODELS [J].
COLLINS, LM ;
FIDLER, PL ;
WUGALTER, SE ;
LONG, JD .
MULTIVARIATE BEHAVIORAL RESEARCH, 1993, 28 (03) :375-389
[9]  
COLLINS LM, 2002, WINLTA USERS GUID DA
[10]   THE PROCESS OF SMOKING CESSATION - AN ANALYSIS OF PRECONTEMPLATION, CONTEMPLATION, AND PREPARATION STAGES OF CHANGE [J].
DICLEMENTE, CC ;
FAIRHURST, SK ;
VELASQUEZ, MM ;
PROCHASKA, JO ;
VELICER, WF ;
ROSSI, JS .
JOURNAL OF CONSULTING AND CLINICAL PSYCHOLOGY, 1991, 59 (02) :295-304