Results 21 to 30 of about 37,662 (179)

Fitting Cross-Lagged Panel Models with the Residual Structural Equations Approach

Structural Equation Modeling: A Multidisciplinary Journal
This study simplifies the seven different cross-lagged panel models (CLPMs) by using the RSEM model for both inter-individual and intra-individual structures.
Ming-Chi Tseng (10226258)
core   +2 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, Loxton, Natalie J., Loxton, Natalie, Hagger, Martin S, Modecki, Kathryn L, Hamilton, Kyra, Modecki, Kathryn L., Loxton, Natalie J, Hagger, Martin S., Phipps, Daniel, Hagger, Martin, Phipps, Daniel J., Modecki, Kathryn   +12 more
core   +1 more source

Does social support mediate the effect of multimorbidity on mental wellbeing in the German working population? A longitudinal mediation analysis using structural equation modelling

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, Matthias Bethge, Karla Spyra, Ute Karbach, Holger Pfaff   +4 more
doaj   +1 more source

Using Instrumental Variables to Measure Causation over Time in Cross-Lagged Panel Models [PDF]

Multivariate Behavioral Research, 2022
Cross-lagged panel models (CLPMs) are commonly used to estimate causal influences between two variables with repeated assessments. The lagged effects in a CLPM depend on the time interval between assessments, eventually becoming undetectable at longer intervals.
Madhurbain Singh, Brad Verhulst, Philip Vinh, Yi (Daniel) Zhou, Luis F. S. Castro-de-Araujo, Jouke-Jan Hottenga, René Pool, Eco J. C. de Geus, Jacqueline M. Vink, Dorret I. Boomsma, Hermine H. M. Maes, Conor V. Dolan, Michael C. Neale   +12 more
openaire   +4 more sources

Changes in Size and Interpretation of Parameter Estimates in Within-Person Models in the Presence of Time-Invariant and Time-Varying Covariates

Frontiers in Psychology, 2021
For several decades, cross-lagged panel models (CLPM) have been the dominant statistical model in relationship research for investigating reciprocal associations between two (or more) constructs over time.
Marcus Mund, Matthew D. Johnson, Steffen Nestler   +2 more
doaj   +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, Klaus Lieb, Andrea Chmitorz, Ulrich Voderholzer   +3 more
openaire   +4 more sources

From Data to Causes III: Bayesian Priors for General Cross-Lagged Panel Models (GCLM) [PDF]

, 2021
This article describes some potential uses of Bayesian estimation for time-series and panel data models by incorporating information from prior probabilities (i.e., priors) in addition to observed data.
Methodology and statistics for the behavioural and social sciences, Pierides, DC, Allison, Paul D., Tay, Louis, Diener, EF, Diener, Edward F., Preacher, Kristopher J, Preacher, Kristopher J., Zhang, Zhen, Tay, L, Hamaker, Ellen L, Hamaker, EL, Hamaker, Ellen L., Pierides, Dean C, Zyphur, Michael J., Zhang, Z, Koval, P, Preacher, KJ, Pierides, Dean C., Zyphur, MJ, Allison, PD, Diener, Edward F, Voelkle, M, Zyphur, Michael, Allison, Paul D, Voelkle, Manuel, Koval, Peter, Leerstoel Hamaker, Zyphur, Michael J   +28 more
core   +1 more source

Three Extensions of the Random Intercept Cross-Lagged Panel Model [PDF]

Structural Equation Modeling: A Multidisciplinary Journal, 2020
The random intercept cross-lagged panel model (RI-CLPM) is rapidly gaining popularity in psychology and related fields as a structural equation modeling (SEM) approach to longitudinal data. It decomposes observed scores into within-unit dynamics and stable, between-unit differences.
Jeroen D. Mulder, Ellen L. Hamaker
openaire   +3 more sources

Depressive symptoms and physical activity among community-dwelling perimenopausal women: a prospective longitudinal study

BMC Psychiatry, 2023
Background Women in perimenopause are vulnerable to depressive symptoms, and physical activity was reported to be a potential protective factor. The trajectories of physical activity and depressive symptoms over time and their longitudinal relationships ...
Chuanya Huang, Biru Luo, Jing Wang, Yiling Ao, Weijun Xiong, Shujuan Liao   +5 more
doaj   +1 more source

Bidirectional associations between hearing difficulty and cognitive function in Chinese adults: a longitudinal study

Frontiers in Aging Neuroscience, 2023
BackgroundMiddle-aged and older adults frequently experience hearing loss and a decline in cognitive function. Although an association between hearing difficulty and cognitive function has been demonstrated, its temporal sequence remains unclear ...
Xiaoyang Li, Mingyue Hu, Yinan Zhao, Ruotong Peng, Yongzhen Guo, Chi Zhang, Jundan Huang, Hui Feng, Mei Sun   +8 more
doaj   +1 more source