Latent transition analysis for longitudinal studies of post-acute infection syndromes [PDF]
Post-Acute Infectious Syndromes (PAIS) refer to the symptoms persisting months after initial infection. Clinical research studies on this topic often collect rich, multi-modal datasets.
Roy Gusinow +23 more
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Latent transition analysis on post-traumatic stress and post-traumatic growth among firefighters [PDF]
Background: Firefighters, in the course of their professional responsibilities, confront an array of stressors contingent upon the distinctive characteristics of their duties.Objective: This study investigated the longitudinal impact of trauma incidents ...
Yongchan Shin +4 more
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Introduction to the Best Practice Recommendations for Longitudinal Latent Transition Analysis [PDF]
ABSTRACTThe use of finite mixture models to identify a limited number of mutually exclusive latent (i.e., unknown) subgroups (i.e., classes or profiles) based on individuals' survey responses, observational and/or physiological values. Finite mixture modelling is also an active area of quantitative methodological research and advancement, which means ...
E. Whitney G. Moore +2 more
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Patterns of Poly-Victimization Among Early Adolescents: A Latent Class and Two-Wave Latent Transition Analysis [PDF]
Jiajun Zhou,1,2,* Yandong Luo,1,2,* Ping Chang,1,2 Liping Li1 1School of Public Health, Shantou University, Shantou, People’s Republic of China; 2Injury Prevention Research Center, Shantou University Medical College, Shantou, People’s Republic of
Zhou J, Luo Y, Chang P, Li L
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Latent transition analysis of instrumental activities of daily living in Chinese elderly: based on the 2014–2018 wave of the Chinese Longitudinal Healthy Longevity Survey [PDF]
Background The instrumental activities of daily living (IADL) among the elderly have been found to be heterogeneous, with different trajectories. However, the transition of the IADL over time remains unclear.
Yaqi Wang +8 more
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Effects of the Incredible Years parenting program on sibling conduct problems: A latent transition analysis [PDF]
Background Behavioral parenting programs are a primary strategy used to reduce children's conduct problems. Although behavior problems in siblings may co‐occur, behavioral parenting program trials typically report outcomes for one child per family (the ...
Elise Sellars +7 more
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Longitudinal Model Building Using Latent Transition Analysis: An Example Using School Bullying Data
Applications of latent transition analysis (LTA) have emerged since the early 1990s, with numerous scientific findings being published in many areas, including social and behavioral sciences, education, and public health.
Ji Hoon Ryoo +4 more
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Changes of Solitude Behaviors among College Students: A Latent Transition Analysis [PDF]
Solitude behaviors encompass four types: positive solitude, eccentricity, social avoidance, and loneliness. These four types of solitude behaviors are not entirely independent but can co-occur within individuals.
Tour Liu, Fuyu Wan, Xurong Lu
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Changes in Older Adults’ Sexual Expression: A Latent Transition Analysis [PDF]
Many older adults are sexually active, but how sexual expression - defined as the combination of behaviors, desires, and motivations - changes over time is unclear. We addressed this gap using longitudinal data on partnered and unpartnered heterosexual older adults (ages 57-85) from the US National Social Life, Health, and Aging Project (NSHAP; N = 2 ...
Heidi A. Lyons, David F. Warner
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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
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