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Beyond Autoregressive Models: Some Implications of the Trait-State Distinction for the Structural Modeling of Developmental Change
Abstract
The use of structural modeling techniques to fit change concepts, including developmental ones, to repeated-measurements data has been rather firmly but uncritically wedded to autoregressive model specifications. The uncritical application of an autoregressive specification to repeated measures does not take into account subtleties of conceptions of stability and change (e.g., the trait-state distinction) that are now recognized in the behavioral research literature. We review the basic distinction between trait and state and examine the implications of the different possibilities for modeling developmental phenomena. The arguments are illustrated with empirical examples.
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Cites
Bower, G. H. (1981) · American Psychologist · doi:10.1037/0003-066x.36.2.129 · Cited by 4,154
Statistical analysis of sets of congeneric tests
Jöreskog, K. G. (1971) · Psychometrika · doi:10.1007/bf02291393 · Cited by 1,481
Cited by
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Mulder, J. D., & Hamaker, E. L. (2021) · Structural Equation Modeling: A Multidisciplinary Journal · doi:10.1080/10705511.2020.1784738 · Cited by 1,151
Latent Growth Curves within Developmental Structural Equation Models
McArdle, J. J., & EPSTEIN, D. A. (1987) · Child Development · doi:10.1111/j.1467-8624.1987.tb03494.x · Cited by 932
Mediation Models for Longitudinal Data in Developmental Research
Selig, J. P., & Preacher, K. J. (2009) · Research in Human Development · doi:10.1080/15427600902911247 · Cited by 804
Xiang, L., Zheng, X., Lee, M. K. O., & Zhao, D. (2016) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2015.11.002 · Cited by 587
Chatzisarantis, N. L. D., & Hagger, M. S. (2009) · Psychology & Health · doi:10.1080/08870440701809533 · Cited by 511
Metadata
- Authors
- Hertzog, C., & Nesselroade, J. R.
- Venue
- Child Development
- Publisher
- Oxford University Press (OUP)
- Published
- 1987-02
- Volume
- 58
- Issue
- 1
- Pages
- 93
- ISSN
- 0009-3920 (ISSN-L)
- OpenAlex
- W1974026246
- Cited by
- 256
- References
- 2
- FWCI
- 11.27
- Type
- journal article
- Language
- en
- Open access
- closed
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- Hertzog, C., & Nesselroade, J. R. (1987). Beyond Autoregressive Models: Some Implications of the Trait-State Distinction for the Structural Modeling of Developmental Change. Child Development. https://doi.org/10.2307/1130294
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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
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