Latent class growth analysis of dynamic PaCo2 patterns and clinical outcomes in acute brain injury [PDF]
Scientific ReportsTo analyze dynamic patterns of arterial carbon dioxide partial pressure (PaCO₂) using latent class growth analysis in acute brain injury patients and investigate their associations with 28-day ICU mortality and 60-day in-hospital mortality.
Jian Liu +4 more
doaj +5 more sources
Longitudinal trajectories of physical activity in women using latent class growth analysis: The WIN Study [PDF]
Journal of Sport and Health Science, 2016 Purpose: This study aimed (1) to examine the longitudinal trajectories in objectively measured physical activity (PA); (2) to identify unknown (i.e., latent) subgroups with distinct trajectories; and (3) to examine the correlates of latent subgroups ...
Youngdeok Kim +3 more
doaj +7 more sources
Trajectories of fatigue and related outcomes following mild acquired brain injury: a multivariate latent class growth analysis [PDF]
Journal of Rehabilitation MedicineObjective: Fatigue is a common symptom following acquired brain injury although the severity and course differs for many individuals. This longitudinal study aimed to identify latent trajectory classes of fatigue and associated outcomes following mild ...
Tom Smejka +6 more
doaj +3 more sources
Biomarkers trajectories in critically ill patients with COVID-19 acute respiratory distress syndrome: insights from latent class growth analysis [PDF]
BMC Pulmonary MedicineBackground Acute respiratory distress syndrome (ARDS) is a common condition requiring intensive care, with limited effective treatments due to its clinical and biological heterogeneity.
Fabiana Madotto +13 more
doaj +2 more sources
Trajectories of arm recovery early after stroke: an exploratory study using latent class growth analysis [PDF]
Annals of Medicine, 2023 Aim To investigate trajectories of recovery of motor arm function after stroke during inpatient rehabilitation.Materials and methods Data were available from 74 consecutively-admitted stroke survivors receiving inpatient rehabilitation from an inception ...
Angela Vratsistas-Curto +3 more
doaj +2 more sources
Heterogeneous trajectories of nutritional support needs in patient–caregiver dyads following radical esophagectomy: a latent class growth analysis [PDF]
Frontiers in NutritionIntroductionPatients with esophageal cancer are at high risk of malnutrition, with family caregivers playing an indispensable role in nutritional management.
Wei Guo +7 more
doaj +2 more sources
A longitudinal latent class growth analysis of PTSD symptom development in mechanically ventilated ICU patients [PDF]
Scientific ReportsICU patients exhibit a high incidence of post-traumatic stress disorder (PTSD). During treatment, procedural pain (e.g., suctioning, ventilator asynchrony) and communication barriers can trigger significant stress responses, exacerbating feelings of fear
Yunting Li +6 more
doaj +2 more sources
Development of Social Skills in Kindergarten: A Latent Class Growth Modeling Approach
Children, 2021 Social skills acquired during early childhood are often the foundation for success later in life. Using a nationwide survey dataset in Japan, this study aims to explore the multiple growth trajectories of social skills among children in kindergarten by ...
Yan-Tong Zhu +10 more
doaj +3 more sources
Educational inequalities in trajectories of co-occurring behavioral health risk factors over four years: a latent class growth analysis [PDF]
BMC Public HealthBackground This study aimed to identify unobserved subgroups of persons with similar trajectories of co-occurring behavioral health risk factors (BRFs) over 4 years in an adult general population sample and to examine their relation to education. Methods
Sophie Baumann +7 more
doaj +2 more sources
Marginal structural models with latent class growth analysis of treatment trajectories: Statins for primary prevention among older adults [PDF]
Statistical Methods in Medical Research, 2023 Awa Diop +2 more
exaly +2 more sources