Measurement and structural models for children's problem behaviors

被引:50
作者
Cheong, YF
Raudenbush, SW
机构
[1] Emory Univ, Div Educ Studies, Atlanta, GA 30322 USA
[2] Univ Michigan, Sch Educ, Ann Arbor, MI 48109 USA
[3] Univ Michigan, Survey Res Ctr, Ann Arbor, MI 48109 USA
关键词
D O I
10.1037/1082-989X.5.4.477
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
This article considers an analytic strategy for measuring and modeling child and adolescent problem behaviors. The strategy embeds an item response model within a hierarchical model to define an interval scale for the outcomes, to assess dimensionality, and to study how individual and contextual factors relate to multiple dimensions of problem behaviors. To illustrate, the authors analyze data from the primary caregiver ratings of 2,177 children aged 9-15 in 79 urban neighborhoods on externalizing behavior problems using the Child Behavior Checklist 4-18 (T. M. Achenbach, 1991a). Two subscales, Aggression and Delinquency, are highly correlated, and yet unidimensionality must he rejected because these subscales have different associations with key theoretically related covariates.
引用
收藏
页码:477 / 495
页数:19
相关论文
共 59 条
[1]  
Achenbach T. M., 1991, CHILDHOOD BEHAV CHEC
[2]  
Achenbach T.M., 1991, INTEGRATIVE GUIDE 19
[3]  
ACHENBACH TM, 1991, MANUAL TECHERS REPOR
[4]  
ACHENBACH TM, 1993, INTEGRATIVE GUIDE 19
[5]   Multilevel item response models: An approach to errors in variables regression [J].
Adams, RJ ;
Wilson, M ;
Wu, M .
JOURNAL OF EDUCATIONAL AND BEHAVIORAL STATISTICS, 1997, 22 (01) :47-76
[6]   The multidimensional random coefficients multinomial logit model [J].
Adams, RJ ;
Wilson, M ;
Wang, WC .
APPLIED PSYCHOLOGICAL MEASUREMENT, 1997, 21 (01) :1-23
[7]  
[Anonymous], 1998, New perspectives on adolescent risk behavior, DOI DOI 10.1017/CBO9780511571138.005
[8]  
[Anonymous], 1980, PROBABILISTIC MODELS
[9]   FULL-INFORMATION ITEM FACTOR-ANALYSIS [J].
BOCK, RD ;
GIBBONS, R ;
MURAKI, E .
APPLIED PSYCHOLOGICAL MEASUREMENT, 1988, 12 (03) :261-280
[10]   NATURE-NURTURE RECONCEPTUALIZED IN DEVELOPMENTAL PERSPECTIVE - A BIOECOLOGICAL MODEL [J].
BRONFENBRENNER, U ;
CECI, SJ .
PSYCHOLOGICAL REVIEW, 1994, 101 (04) :568-586