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Latent transition analysis to the stages of change for smoking cessation
Addictive Behaviors, 1996A key construct of the Transtheoretical Model of Behavior Change is the stage of change (Precontemplation, Contemplation, Preparation, Action, and Maintenance) (Prochaska & DiClemente, 1983, 1986). This study applies Latent Transition Analysis (LTA; Collins & Wugalter, 1992; Collins, Wugalter, & Rousculp, 1991) to movement through the stages of change ...
R A, Martin, W F, Velicer, J L, Fava
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Subtypes of Transitions into a Family Caregiving Role: A Latent Class Analysis
Journal of Applied Gerontology, 2023This paper groups persons who have transitioned into family caregiving using a latent class analysis and examines class differences on measures of well-being. Latent classes were identified for a sample of 251 participants who became family caregivers while participating in a longitudinal national study, and linear regression analyses compared average ...
Carly L. Brantner +2 more
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A Latent Transition Analysis Model for Latent-State-Dependent Nonignorable Missingness
Psychometrika, 2016AbstractPsychologists often use latent transition analysis (LTA) to investigate state-to-state change in discrete latent constructs involving delinquent or risky behaviors. In this setting, latent-state-dependent nonignorable missingness is a potential concern.
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Persistence Development across the Transition to School: A Latent Profile Transition Analysis
Early Education and Development, 2021Research Findings: The goal of this longitudinal study was to examine persistence development during the transition to school.
Sonja Kälin +2 more
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Longitudinal patterns of lifestyle behaviours in adolescence: a latent transition analysis
British Journal of Nutrition, 2020AbstractThe interdependence among eating behaviour (EB), physical activity (PA) and sedentary time (ST) suggests simultaneously identifying homogeneous profiles and describing their changes. This study aimed to (1) identify cross-sectional lifestyle behaviour profiles and their 2-year changes among French school-age adolescents and (2) identify factors
Dakin, Mohamed +6 more
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A latent profile transition analysis of coping within competitive situations.
Sport, Exercise, and Performance Psychology, 2016Previous studies neglected the multivariate nature of the coping construct. The purposes of the current study were to: (a) identify coping profiles within a naturalistic achievement-related demanding situation (sport competition) characterized by an anticipatory and a performance stage, (b) examine the issue of consistency or change of coping profiles ...
Martinent, Guillaume, Nicolas, Michel
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Latent class models and latent transition models for dietary pattern analysis
2010Dietary patterns (DP) are used to study the effects of overall diet on health outcomes as opposed to the effects of individual nutrients or foods. DP are empirically derived mostly using factor and cluster analysis. Latent class models (LCM) have been shown empirically to be more appropriate to derive DP than cluster analysis, but they have not been ...
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Korean Educational Research Association
This study analyzes longitudinal patterns of university life to provide a basis for customized student support policies. Using data from the "Korean Education Longitudinal Study 2013" (n=2,066), Latent Transition Analysis (LTA) was conducted to identify latent profiles and examine their transition patterns, predictors, and academic outcomes. Transition
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This study analyzes longitudinal patterns of university life to provide a basis for customized student support policies. Using data from the "Korean Education Longitudinal Study 2013" (n=2,066), Latent Transition Analysis (LTA) was conducted to identify latent profiles and examine their transition patterns, predictors, and academic outcomes. Transition
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Latent Class and Latent Transition Analysis
2009Linda M. Collins, Stephanie T. Lanza
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