THE MEASUREMENT OF DYNAMIC LATENT-VARIABLES IN LONGITUDINAL AGING RESEARCH - QUANTIFYING ADULT DEVELOPMENT

被引:8
作者
COLLINS, LM
机构
关键词
D O I
10.1080/03610739108253882
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
Dynamic latent variables involve systematic intraindividual change over time. Although it seems natural to apply traditional measurement theory to dynamic latent variables, in fact this is often inappropriate. Traditional measurement theory is based on the idea of static latent variables and offers little guidance to the researcher who wishes to measure a dynamic latent variable with a high degree of accuracy and validity. It is the contention of this article that measurement of a dynamic latent variable must start from a clearly defined substantive theory about human development. Two approaches that take this perspective are presented: the longitudinal Guttman simplex (LGS), a measurement model for dynamic latent variables undergoing irreversible cumulative, unitary development; and latent transition analysis (LTA), a more general latent class measurement model.
引用
收藏
页码:13 / 20
页数:8
相关论文
共 32 条
[1]  
Bengston V. I., 1985, HDB PSYCHOL AGING
[2]  
BIRREN JE, 1985, HDB PSYCHOL AGING
[3]  
Blanchard-fields, 1982, AGEING SOC, V2, P183, DOI [DOI 10.1017/S0144686X00009429, 10.1017/S0144686X00009429]
[4]   APPLICATION OF HIERARCHICAL LINEAR-MODELS TO ASSESSING CHANGE [J].
BRYK, AS ;
RAUDENBUSH, SW .
PSYCHOLOGICAL BULLETIN, 1987, 101 (01) :147-158
[5]   A LATENT MARKOV MODEL APPROACH TO THE ESTIMATION OF RESPONSE ERRORS IN MULTIWAVE PANEL DATA [J].
BYE, BV ;
SCHECHTER, ES .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1986, 81 (394) :375-380
[6]   THEORY OF CONSISTENCY OF ORDERING GENERALIZABLE TO TAILORED TESTING [J].
CLIFF, N .
PSYCHOMETRIKA, 1977, 42 (03) :375-399
[7]  
CLIFF N, 1986, MULTIVARIATE BEHAVIO, V21, P377
[8]   AXIOMATIC FOUNDATIONS OF A 3-SET GUTTMAN SIMPLEX MODEL WITH APPLICABILITY TO LONGITUDINAL DATA [J].
COLLINS, LM ;
CLIFF, N .
PSYCHOMETRIKA, 1985, 50 (02) :147-158
[9]   THE LONGITUDINAL GUTTMAN SIMPLEX - A NEW METHODOLOGY FOR MEASUREMENT OF DYNAMIC CONSTRUCTS IN LONGITUDINAL PANEL STUDIES [J].
COLLINS, LM ;
CLIFF, N ;
DENT, CW .
APPLIED PSYCHOLOGICAL MEASUREMENT, 1988, 12 (03) :217-230
[10]   USING THE LONGITUDINAL GUTTMAN SIMPLEX AS A BASIS FOR MEASURING GROWTH [J].
COLLINS, LM ;
CLIFF, N .
PSYCHOLOGICAL BULLETIN, 1990, 108 (01) :128-134