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Dynamic Digital Detachment and Work-Family Permeability: The Interactive Regulatory Path of Personality and Cognitive Load. [PDF]
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Analyzing cross‐lag effects: A comparison of different cross‐lag modeling approaches
New Directions for Child and Adolescent Development, 2021Developmental researchers often have research questions about cross-lag effects-the effect of one variable predicting a second variable at a subsequent time point. The cross-lag panel model (CLPM) is often fit to longitudinal panel data to examine cross-lag effects; however, its utility has recently been called into question because of its inability to
Kevin J. Grimm +3 more
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2022
Network theory and accompanying methodology are becoming increasingly popular as an alternative to latent variable models for representing and, ultimately, understanding psychological constructs. The core feature of network models is that observed variables (e.g., symptoms of depression) directly influence one another over time (e.g., low mood --& ...
Anna Wysocki +3 more
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Network theory and accompanying methodology are becoming increasingly popular as an alternative to latent variable models for representing and, ultimately, understanding psychological constructs. The core feature of network models is that observed variables (e.g., symptoms of depression) directly influence one another over time (e.g., low mood --& ...
Anna Wysocki +3 more
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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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From Data to Causes I: Building A General Cross-Lagged Panel Model (GCLM) [PDF]
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
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Loneliness and hostility in older adults: A cross-lagged model.
Psychology and Aging, 2020Loneliness takes a meaningful toll on individuals' physical and mental well-being. One of its possible consequences is the perception that others are not to be trusted and are a source of wrongdoing, defined as cynical hostility. At the same time, cynical hostility could also deter individuals from seeking the comfort of close social relationships.
Dikla, Segel-Karpas, Liat, Ayalon
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Dating violence: A cross‐lag path model with pregnant and parenting adolescents
Journal of Adolescence, 2020ABSTRACTIntroductionDating violence is a common problem among adolescents, particularly among Latinx pregnant and parenting adolescents, and can be detrimental to adolescent parents and their children. However, little is known about whether different forms of dating violence behaviors are stable over time or what influences changes in these behaviors ...
Eric T, Goodcase +3 more
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Equivalent Approaches in Cross-Lagged Panel Models?
2020Article comparing and contrasting competing approaches to dealing with unobserved time-invariant heterogeneity in cross-lagged panel models using structural equation ...
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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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