Latent growth and dynamic structural equation models

KJ Grimm, N Ram - Annual Review of Clinical Psychology, 2018 - annualreviews.org
Latent growth models make up a class of methods to study within-person change—how it
progresses, how it differs across individuals, what are its determinants, and what are its …

Staying tuned or tuning out? A longitudinal analysis of news-avoiders on the micro and macro-level

LC Gorski, F Thomas - Communication Research, 2022 - journals.sagepub.com
European media landscapes have changed into high-choice environments. Additionally,
research suggests an increasing number of people are staying away from the news (news …

Piecewise latent growth models: beyond modeling linear-linear processes

JR Harring, MM Strazzeri, SA Blozis - Behavior Research Methods, 2021 - Springer
Piecewise latent growth models (LGMs) for linear-linear processes have been well-
documented and studied in recent years. However, in the latent growth modeling literature …

Sensitivity of Bayesian model fit indices to the prior specification of latent growth models

SD Winter, S Depaoli - Structural Equation Modeling: A …, 2022 - Taylor & Francis
Longitudinal research often involves relatively small samples and missing values. Under
these conditions, Bayesian estimation can still result in accurate parameter estimates for …

Using equivalence testing to evaluate goodness of fit in multilevel structural equation models

KM Marcoulides, KH Yuan - … Journal of Research & Method in …, 2020 - Taylor & Francis
Multilevel structural equation models (MSEM) are typically evaluated on the basis of
goodness of fit indices. A problem with these indices is that they pertain to the entire model …

Automated latent growth curve model fitting: A segmentation and knot selection approach

KM Marcoulides - Structural Equation Modeling: A Multidisciplinary …, 2018 - Taylor & Francis
Latent growth curve models are widely used in the social and behavioral sciences to study
complex developmental patterns of change over time. The trajectories of these …

Solutions for latent growth modeling following COVID-19-related discontinuities in change and disruptions in longitudinal data collection

C Rioux, ZL Stickley, TD Little - International Journal of …, 2021 - journals.sagepub.com
Following the onset of the novel coronavirus disease 2019 (COVID-19) pandemic, daily life
significantly changed for the population. Accordingly, researchers interested in examining …

Analyzing longitudinal data using natural cubic smoothing splines

KM Marcoulides, J Khojasteh - Structural Equation Modeling: A …, 2018 - Taylor & Francis
The analysis of longitudinal data has received widespread interest in the behavioral,
educational, medical, and social sciences for many years. Many modeling techniques have …

Power analysis of longitudinal studies with piecewise linear growth and attrition

M Moerbeek - Behavior Research Methods, 2022 - Springer
In longitudinal research, the development of some outcome variable (s) over time (or age) is
studied. Such relations are not necessarily smooth, and piecewise growth models may be …

How do infants and adults process communicative events in real time?

A Yamashiro, A Vouloumanos - Journal of Experimental Child Psychology, 2018 - Elsevier
Speech allows humans to communicate and to navigate the social world. By 12 months,
infants recognize that speech elicits appropriate responses from others. However, it is …