Investigation of mediational processes using parallel process latent growth curve modeling

被引:352
作者
Cheong, J
MacKinnon, DP
Khoo, ST
机构
[1] Arizona State Univ, Dept Psychol, Tempe, AZ 85287 USA
[2] SUNY Albany, Dept Psychol, Albany, NY 12222 USA
关键词
D O I
10.1207/S15328007SEM1002_5
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
This study investigated a method to evaluate mediational processes using latent growth curve modeling. The mediator and the outcome measured across multiple time points were viewed as 2 separate parallel processes. The mediational process was defined as the independent variable influencing the growth of the mediator, which, in turn, affected the growth of the outcome. To illustrate modeling procedures, empirical data from a longitudinal drug prevention program, Adolescents Training and Learning to Avoid Steroids, were used. The program effects on the growth of the mediator and the growth of the outcome were examined first in a 2-group structural equation model. The mediational process was then modeled and tested in a parallel process latent growth curve model by relating the prevention program condition, the growth rate factor of the mediator, and the growth rate factor of the outcome.
引用
收藏
页码:238 / 262
页数:25
相关论文
共 43 条
[1]  
A Bandura, 1977, Social Learning theory, DOI 10.1177/105960117700200317
[2]   PREDICTION OF GOAL-DIRECTED BEHAVIOR - ATTITUDES, INTENTIONS, AND PERCEIVED BEHAVIORAL-CONTROL [J].
AJZEN, I ;
MADDEN, TJ .
JOURNAL OF EXPERIMENTAL SOCIAL PSYCHOLOGY, 1986, 22 (05) :453-474
[3]  
[Anonymous], 2001, MPLUS USERS GUIDE
[4]  
Arbuckle J. L., 1996, Advanced structural equation modeling: Issues and techniques, P243, DOI [10.4324/9781315827414, DOI 10.4324/9781315827414]
[5]   THE PROBABILITY FUNCTION OF THE PRODUCT OF 2 NORMALLY DISTRIBUTED VARIABLES [J].
AROIAN, LA .
ANNALS OF MATHEMATICAL STATISTICS, 1947, 18 (02) :265-271
[6]   THE MODERATOR MEDIATOR VARIABLE DISTINCTION IN SOCIAL PSYCHOLOGICAL-RESEARCH - CONCEPTUAL, STRATEGIC, AND STATISTICAL CONSIDERATIONS [J].
BARON, RM ;
KENNY, DA .
JOURNAL OF PERSONALITY AND SOCIAL PSYCHOLOGY, 1986, 51 (06) :1173-1182
[7]  
Bryk A.S., 1992, Hierarchical Models: Applications and Data Analysis Methods
[8]  
Chen H., 1990, THEORY DRIVEN EVALUA
[9]  
Cheong J, 2001, DECADE BEHAV, P390
[10]   TESTING THE GENERALIZABILITY OF INTERVENING MECHANISM THEORIES - UNDERSTANDING THE EFFECTS OF ADOLESCENT DRUG-USE PREVENTION INTERVENTIONS [J].
DONALDSON, SI ;
GRAHAM, JW ;
HANSEN, WB .
JOURNAL OF BEHAVIORAL MEDICINE, 1994, 17 (02) :195-216