Menu Close

Latent Variables in Psychology and the Social Sciences

Citation

Bollen, Kenneth A. (2002). Latent Variables in Psychology and the Social Sciences. Annual Review of Psychology, 53, 605-34.

Abstract

The paper discusses the use of latent variables in psychology and social science research. Local independence, expected value true scores, and nondeterministic functions of observed variables are three types of definitions for latent variables. These definitions are reviewed and an alternative “sample realizations” definition is presented. Another section briefly describes identification, latent variable indeterminancy, and other properties common to models with latent variables. The paper then reviews the role of latent variables in multiple regression, probit and logistic regression, factor analysis, latent curve models, item response theory, latent class analysis, and structural equation models. Though these application areas are diverse, the paper highlights the similarities as well as the differences in the manner in which the latent variables are defined and used. It concludes with an evaluation of the different definitions of latent variables and their properties.

URL

http://dx.doi.org/10.1146/annurev.psych.53.100901.135239

Notes

Reprinted in 2009 book: Secondary Analysis of Survey Data- Record 5067. Reprinted in 2005 book: Quantitative Social Science- Record 5087.

Reference Type

Journal Article

Journal Title

Annual Review of Psychology

Author(s)

Bollen, Kenneth A.

Year Published

2002

Volume Number

53

Pages

605-34

Reference ID

1884