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Why the Cross-Lagged Panel Model Is Almost Never the Right Choice

Advances in Methods and Practices in Psychological Science, 2023
The cross-lagged panel model (CLPM) is a widely used technique for examining reciprocal causal effects using longitudinal data. Critics of the CLPM have noted that by failing to account for certain person-level associations, estimates of these causal ...
Richard E. Lucas
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Power Analysis for the Random Intercept Cross-Lagged Panel Model Using thepowRICLPMR-Package

Structural Equation Modeling: A Multidisciplinary Journal, 2022
The random intercept cross-lagged panel model (RI-CLPM) is a popular model among psychologists for studying reciprocal effects in longitudinal panel data. Although various texts and software packages have been published concerning power analyses for structural equation models (SEM) generally, none have proposed a power analysis strategy that is ...
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Selection versus socialization effects of peer norms on adolescent cigarette use

Tobacco Use Insights, 2021
Adolescent smokers tend to have friends who also smoke. This association has been attributed to peer socialization and peer selection effects. However, evidence regarding timing and relative magnitude of these effects is mixed.
Christopher M Loan, Atika Khurana, Joanna Wright, Daniel Romer   +3 more
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Longitudinal relations between parenting stress and child internalizing and externalizing behaviors: Testing within-person changes, bidirectionality and mediating mechanisms

Frontiers in Behavioral Neuroscience, 2022
IntroductionParenthood can be experienced as a pleasant but challenging period for parents, possibly accompanied by parenting stress. Early parenthood in particular is a vulnerable period as many parents experience biological and psychosocial changes ...
Willeke Van Dijk, Marleen H. M. de Moor, Marleen H. M. de Moor, Mirjam Oosterman, Anja C. Huizink, Karen Matvienko-Sikar   +5 more
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Understanding the Effect of Loneliness on Quality of Life in Older Adults from Longitudinal Approaches

Psychosocial Intervention
Aim: To study the longitudinal relationship between loneliness and quality of life (QoL) in adults to identify key mechanisms to better design future psychosocial interventions.
Zaira Torres, Amparo Oliver, José M. Tomás   +2 more
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The Longitudinal Relationship Between Self-Esteem, Life Satisfaction, and Depressive and Anxiety Symptoms Among Chinese Adolescents: Within- and Between-Person Effects

Behavioral Sciences
Adolescents are especially vulnerable to experiencing depression and anxiety. This longitudinal study, from within- and between-person perspectives, explores how self-esteem relates to depressive and anxiety symptoms in Chinese adolescents and identifies
Zongqiao Han, Shuai Chen, Yan Zhou, Yanling Liu, Cheng Guo   +4 more
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Investigating the longitudinal interrelationship between housework time and market earnings: disentangling between-person from within-person effects

The Journal of Chinese Sociology, 2020
The work-to-family hypothesis and the family-to-work hypothesis provide alternate explanations for the housework-earnings relationship. This study examines these competing theoretical perspectives and explores the longitudinal, cross-lagged relationship ...
Meng Sha Luo, Ernest Chui
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The bi-directional relationships between diversified leisure activity participation and cognitive function in older adults in China: separating between-person effects from within-person effects

BMC Geriatrics
Objective To examine the bi-directorial association between diversified leisure activity participation and cognitive function over a 7-year period. Methods Data analyzed was from the Chinese Longitudinal Healthy Longevity Survey (CLHLS), a large-scale ...
Jingjing Wang, Shaojie Li, Yang Hu, Longbing Ren, Yuling Jiang, Mingzhi Yu, Zhouwei Liu, Yifei Wu, Yejin Zhao, Jie Zhang, Jing Li, Yao Yao   +11 more
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Uncertain inference in random intercept cross-lagged panel models: An example involving need for cognition and anxiety and depression symptoms

Personality and Individual Differences, 2022
Background: Using random-intercept cross-lagged panel models (RI-CLPM), researchers have concluded that within-individual need for cognition (WI-NFC) negatively affects subsequent within-individual anxiety and depression symptoms (WI-ADS). However, RI-CLPM may be susceptible to spurious results due to regression to the mean. We investigated the risk of
Sorjonen, Kimmo, Nilsonne, Gustav, Melin, Bo, Ingre, Michael   +3 more
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Does teacher support predict students' growth mindset? A random intercept cross‐lagged panel model

British Journal of Educational Psychology
Abstract Background Teachers' role in fostering students' growth mindset (GM) is increasingly acknowledged among researchers and practitioners. However, the questions of how teachers support students' growth mindsets and whether this influences adolescents' perceived mindsets have yet to be ...
Lene Vestad, Edvin Bru, Tuomo Virtannen
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