Five Steps in Latent Curve and Latent Change Score Modeling with Longitudinal Data
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Newer models and classic mediation models may be challenging to adequately power and fit in clinical studies and trials.
“We caution, however, that these newer models (as well as classic mediation models) may be challenging to adequately power (Fritz & MacKinnon, 2007) and fit (see McArdle & Grimm, 2010, for a tutorial) in clinical studies and trials.”
From Acceptance and Commitment Therapy Processes and Mediation: Challenges and How to Address Them (2023) · cites this paper as McArdle & Grimm, 2010
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Linear Mixed Models for Longitudinal Data
Verbeke, G. (1997) · Lecture Notes in Statistics · doi:10.1007/978-1-4612-2294-1_3 · Cited by 3,506 · see citing works
Analyzing developmental trajectories: A semiparametric, group-based approach.
Nagin, D. S. (1999) · Psychological Methods · doi:10.1037/1082-989x.4.2.139 · Cited by 2,346 · see citing works
Latent Variable Modeling of Differences and Changes with Longitudinal Data
McArdle, J. J. (2009) · Annual Review of Psychology · doi:10.1146/annurev.psych.60.110707.163612 · Cited by 1,952 · see citing works
Self-citationUsing SAS PROC MIXED to Fit Multilevel Models, Hierarchical Models, and Individual Growth Models
Singer, J. D. (1998) · Journal of Educational and Behavioral Statistics · doi:10.2307/1165280 · Cited by 1,092 · see citing works
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A critique of the cross-lagged panel model
Hamaker, E. L., Kuiper, R. M., & Grasman, R. P. P. P. (2015) · Psychological Methods · doi:10.1037/a0038889 · Cited by 4,005 · see citing works
Developmental cognitive neuroscience using latent change score models: A tutorial and applications
Kievit, R. A., Brandmaier, A. M., Ziegler, G., van Harmelen, A.-L., de Mooij, S. M. M., Moutoussis, M., Goodyer, I. M., Bullmore, E., Jones, P. B., Fonagy, P., et al. (2018) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2017.11.007 · Cited by 516 · see citing works
Radkovsky, A., McArdle, J. J., Bockting, C. L. H., & Berking, M. (2014) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0035828 · Cited by 115 · see citing works
Self-citationModeling Latent Change Score Analysis and Extensions in Mplus: A Practical Guide for Researchers
Klopack, E. T., & Wickrama, K. (. A. S. ). (2020) · Structural Equation Modeling: A Multidisciplinary Journal · doi:10.1080/10705511.2018.1562929 · Cited by 102 · see citing works
Acceptance and Commitment Therapy Processes and Mediation: Challenges and How to Address Them
Arch, J. J., Fishbein, J. N., Finkelstein, L. B., & Luoma, J. B. (2023) · Behavior Therapy · doi:10.1016/j.beth.2022.07.005 · Cited by 72 · see citing works
- Authors
- McArdle, J. J., & Grimm, K. J.
- Affiliations
- University of Southern California (US)
- University of California, Davis (US)
- Corresponding author
- McArdle, John J.
- ORCID
- Grimm, Kevin J.
- Venue
- Longitudinal Research with Latent Variables
- Publisher
- Springer Berlin Heidelberg
- Published
- 2010
- Pages
- 245-273
- OpenAlex
- W178806058
- Cited by
- 103
- References
- 4
- Citations by year
- 2026: 3 · 2025: 5 · 2024: 7 · 2023: 11 · 2022: 5 · 2021: 6 · 2020: 9 · 2019: 11 · 2018: 4 · 2017: 11 · 2016: 6 · 2015: 10 · 2014: 7 · 2013: 3 · 2012: 3
- FWCI
- 8.15
- Type
- book chapter
- Language
- en
- Open access
- closed
- Licence
- Locations
- Springer eBooks (publishedVersion)
- Topics
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods and Bayesian Inference
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Mental Health Research Topics
- Keywords
- developmental trajectories, individual differences in development, structural equation modeling, National Longitudinal Survey of Youth
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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