Results 11 to 20 of about 17,065,995 (292)
Cross-lagged panel models are widely used to examine whether one psychological construct predicts change in another over time, yet alternative specifications can yield meaningfully different conclusions. This article compares the traditional cross-lagged panel model (CLPM) with the random-intercept cross-lagged panel model (RI-CLPM), which partitions ...
Alexander Robitzsch, Oliver Lüdtke
core +8 more sources
A critique of the cross-lagged panel model. [PDF]
Psychological Methods, 2015 The cross-lagged panel model (CLPM) is believed by many to overcome the problems associated with the use of cross-lagged correlations as a way to study causal influences in longitudinal panel data. The current article, however, shows that if stability of constructs is to some extent of a trait-like, time-invariant nature, the autoregressive ...
Hamaker, E.L. +2 more
openaire +7 more sources
Structural Equation Modeling: A Multidisciplinary Journal, 2020 Many methods have been developed to infer reciprocal relations between longitudinally observed variables. Among them, the general cross-lagged panel model (GCLM) is the most recent development as a variant of the cross-lagged panel model (CLPM), while the random-intercept CLPM (RI-CLPM) has rapidly become a popular approach.
Satoshi Usami
openaire +3 more sources
A Critique of the Random Intercept Cross-Lagged Panel Model
, 2021 The random intercept cross-lagged panel model (RI-CLPM) is an extension of the traditional cross-lagged panel model (CLPM) that allows controlling for stable trait factors when estimating cross-lagged effects. It has been argued that the RI-CLPM more appropriately accounts for trait-like, time-invariant stability of many psychological constructs and ...
Oliver Lüdtke, Alexander Robitzsch
openaire +3 more sources
Reciprocal relations between past behavior, implicit beliefs, and habits : A cross-lagged panel design [PDF]
, 2023 The current study assessed cross-lagged relationships between binge drinking, implicit beliefs, and habit in undergraduate university students (N = 105). Students completed self-report survey and implicit measures in lab visits 3 months apart.
Phipps, Daniel J +12 more
core +1 more source
Frontiers in Public Health, 2023 BackgroundSmartphone addiction (SA) is associated with adverse consequences, especially for freshmen. Evidence indicates that SA is associated with depression, and it is necessary to conduct a longitudinal study to explore the association further ...
Kexin Zhang +16 more
doaj +1 more source
SSM: Population Health, 2021 This study provides insights into the longitudinal relation between multimorbidity, mental wellbeing, and social support. The analysis used the German Sociomedical Panel of Employees, a study of the German working population aged 40 to 54. In the context
Ibrahim Demirer +4 more
doaj +1 more source
Maximum Likelihood for Cross-Lagged Panel Models With Fixed Effects [PDF]
Socius: Sociological Research for a Dynamic World, 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 +2 more
openaire +1 more source
Resilience and depressive symptoms in inpatients with depression: a cross-lagged panel model
Clinical Psychology & Psychotherapy, 2023 Resilience—the ability to bounce back or quickly recover from stress—has been found to predict treatment outcome in patients with mental disorders such as depression. Yet, there are mixed findings whether resilience itself changes during treatment and whether resilience exclusively predicts changes in depressive symptoms or whether depressive symptoms ...
Adrian Meule +3 more
openaire +4 more sources
International Journal of Behavioral Nutrition and Physical Activity, 2021 Objective The aim of this research was to examine the bidirectional association between self-reported symptoms of mental disorder and physical activity among a large sample of Canadian secondary school students over time.
M. Claire Buchan +5 more
doaj +1 more source