Flexible and modular latent transition analysis-A tutorial using R. [PDF]
PLoS ONELatent transition analysis (LTA) is a useful statistical modelling approach for describe transitions between latent classes over time. LTA may be characterized in terms of prevalence at each time point and through transition probabilities over time ...
Lisbeth Lund, Christian Ritz
doaj +4 more sources
Latent Transition Analysis of Motor Development Patterns in Preschoolers
Children, 2023 In-group heterogeneity is often neglected during investigations of motor development patterns in children. Moreover, the variation in motor development patterns over time has seldom been examined.
Hsueh-Chin Chao +3 more
doaj +3 more sources
Children, 2022 The present study aimed to explore children’s and adolescents’ profiles of reactive and proactive aggression and the stability of those profiles over a six-month period using latent profile analysis (LPA) and latent transition analysis (LTA).
Annette Lohbeck
doaj +3 more sources
Latent Class and Transition Analysis of Alzheimer's Disease Data [PDF]
Frontiers in Computer Science, 2020 This study uses independent latent class analysis (LCA) and latent transition analysis (LTA) to explore accurate diagnosis and disease status change of a big Alzheimer's disease Neuroimaging Initiative (ADNI) data of 2,132 individuals over a 3-year ...
Hany Alashwal +6 more
doaj +3 more sources
Acta Psychologica, 2022 This study investigated the longitudinal transition of the moral character profiles of elementary school students and their predictive factors. Latent profile, latent transition, and logistic regression analyses were conducted using data from 2132 ...
Heesun Chang
doaj +3 more sources
Latent transition analysis of home-based fluid management during the vulnerable phase in patients with chronic heart failure: impact on symptom burden [PDF]
Frontiers in Cardiovascular MedicineObjectiveTo explore the transition in latent categories of home fluid management in patients with chronic heart failure (CHF) over time and their correlation with symptom burden.MethodsConvenience sampling selected 268 CHF patients.
Jing Zhang +6 more
doaj +2 more sources
Identification of frailty heterogeneity and its transition trajectories in patients with chronic heart failure: a latent transition analysis [PDF]
Frontiers in MedicineObjectiveTo explore the transitions of potential frailty subtypes and their influencing factors in patients with chronic heart failure (CHF), and to provide evidence for the development of targeted frailty intervention strategies.MethodsA longitudinal ...
Shun Zhang +5 more
doaj +2 more sources
Latent transition analysis of stigma and its association with treatment adherence in pulmonary tuberculosis patients during anti-tuberculosis therapy [PDF]
Frontiers in Public HealthObjectiveTo explore the changes in latent categories of stigma among patients with pulmonary tuberculosis over time and their correlation with treatment adherence.MethodsA total of 236 patients with pulmonary tuberculosis were selected as the research ...
Shuyin Qian +5 more
doaj +2 more sources
Longitudinal Patterns of Antisocial Behaviors in Early Adolescence: A Latent Class and Latent Transition Analysis [PDF]
European Journal of Psychology Applied to Legal Context, 2020 Antisocial behaviors in adolescents are present and prevalent around the world and have harmful consequences for individuals and societies. The research focused on antisocial behaviors in young people has been very fruitful, but studies are usually ...
Elena Nasaescu +4 more
doaj +4 more sources
Coping Patterns over Time and the Association with Stress, Depression and Self-Efficacy Among Adolescents: Latent Transition Analysis [PDF]
ChildrenIntroduction: Middle adolescence involves increasingly complex stressors, yet it remains unclear how coping strategies cluster into distinct profiles, how those profiles change across time, and whether profile structure is comparable across gender.
Hye Jeong Choi +3 more
doaj +2 more sources