The DOI matches its Crossref record; 1 of the 1 references it cites were found in a registry or an index.
A General Structural Equation Model with Dichotomous, Ordered Categorical, and Continuous Latent Variable Indicators
Abstract
A structural equation model is proposed with a generalized measurement part, allowing for dichotomous and ordered categorical variables (indicators) in addition to continuous ones. A computationally feasible three-stage estimator is proposed for any combination of observed variable types. This approach provides large-sample chi-square tests of fit and standard errors of estimates for situations not previously covered. Two multiple-indicator modeling examples are given. One is a simultaneous analysis of two groups with a structural equation model underlying skewed Likert variables. The second is a longitudinal model with a structural model for multivariate probit regressions.
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“In order to respect the level of measurement of the proposed constructs in the form of Likert-type scales, the analyses were based on polychoric correlation matrices [69] using the SEM diagonally weighted least squares (DWLS) estimator [70].”
From The Relationship between Self-Esteem, Self-Efficacy, and Career Decision-Making Difficulties: Psychological Flourishing as a Mediator (2023) · cites this paper as [70]
Citations
Cites
Maximum Likelihood Estimation of the Polychoric Correlation Coefficient
Olsson, U. (1979) · Psychometrika · doi:10.1007/bf02296207 · Cited by 1,127
Research works printed but not linked: 13
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Cited by
Sorted by citations
Structural equation modeling in practice: A review and recommended two-step approach
Anderson, J. C., & Gerbing, D. W. (1988) · Psychological Bulletin · doi:10.1037/0033-2909.103.3.411 · Cited by 41,941
Practical issues in structural modeling
BENTLER, P. M., & CHOU, C.-P. (1987) · Sociological Methods & Research · doi:10.1177/0049124187016001004 · Cited by 5,804
Principles and practice in reporting structural equation analyses.
McDonald, R. P., & Ho, M.-H. R. (2002) · Psychological Methods · doi:10.1037/1082-989x.7.1.64 · Cited by 4,734
Li, C.-H. (2016) · Behavior Research Methods · doi:10.3758/s13428-015-0619-7 · Cited by 3,031
A tutorial on regularized partial correlation networks
Epskamp, S., & Fried, E. I. (2018) · Psychological Methods · doi:10.1037/met0000167 · Cited by 2,918
Metadata
- Authors
- Muthén, B.
- Venue
- Psychometrika
- Publisher
- Cambridge University Press (CUP)
- Published
- 1984-03
- Volume
- 49
- Issue
- 1
- Pages
- 115-132
- ISSN
- 0033-3123
- 1860-0980
- Cited by
- 1,544
- References
- 1
- Language
- en
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