Exploring the interplay of academic stress, motivation, emotional intelligence, and mindfulness in higher education: a longitudinal cross-lagged panel model approach. [PDF]
BMC PsycholZhang S +4 more
europepmc +1 more source
Disentangling the directionality among cultural stressors and psychosocial outcomes in recently immigrated Hispanic families: A random intercept cross-lagged panel model approach. [PDF]
J Res AdolescErtanir B +14 more
europepmc +1 more source
Does grit predict thriving or is it the other way around? A latent cross-lagged panel model on the triarchic model of grit and the 5Cs of positive youth development. [PDF]
J Res AdolescBuenconsejo JU, Datu JAD, Liu D.
europepmc +1 more source
The relationship between mobile phone addiction and time management disposition among Chinese college students：A cross-lagged panel model. [PDF]
HeliyonWang Y, Lu Y, Tian X, Liu Y, Ma W.
europepmc +1 more source
From Data to Causes I: Building A General Cross-Lagged Panel Model (GCLM) [PDF]
Organizational Research Methods, 2020 This is the first paper in a series of two that synthesizes, compares, and extends methods for causal inference with longitudinal panel data in a structural equation modeling (SEM) framework.
Manuel Völkle +2 more
exaly +12 more sources
Maximum Likelihood for Cross-lagged Panel Models with Fixed Effects [PDF]
Socius, 2017 Panel data make it possible both to control for unobserved confounders and allow for lagged, reciprocal causation. Trying to do both at the same time, however, leads to serious estimation difficulties. In the econometric literature, these problems have been solved by using lagged instrumental variables together with the generalized method of moments ...
Paul D. Allison, Enrique Moral-Benito
exaly +2 more sources
Impact of violations of measurement invariance in cross-lagged panel mediation models [PDF]
Behavior Research Methods, 2020 When fitting cross-lagged panel mediation models, the assumption of longitudinal measurement invariance should be made. This simulation study investigated the impact of violations of measurement invariance on cross-lagged panel mediation analysis using the latent cross-lagged panel mediation model (L-CLPM).
Yanyun Yang, Qian Jackie Zhang
exaly +3 more sources
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Measures of Dependence for Cross-Lagged Panel Models
Sociological Methods & Research, 1988Panel studies are statistical studies in which two or more responses are measured for two or more individuals, or other sampling units, at two or more waves, or points in time. Typically the number of responses and the number of waves are small but the number of subjects is large.
LAWRENCE S. MAYER, STEVEN S. CARROLL
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On the Practical Interpretability of Cross-Lagged Panel Models: Rethinking a Developmental Workhorse
Child Development, 2017Abstract Reciprocal feedback processes between experience and development are central to contemporary developmental theory. Autoregressive cross-lagged panel (ARCL) models represent a common analytic approach intended to test such dynamics.
Daniel, Berry, Michael T, Willoughby
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On Cross-Lagged Panel Models With Serially Correlated Errors
Journal of Business & Economic Statistics, 1986Cross-lagged panel studies are studies in which two or more variables are measured for a large number of subjects at each of several points in time. The variables divide naturally into two sets, and the purpose of the analysis is to estimate and test the cross-effects between the two sets.
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