Latent class growth analysis of dynamic PaCo2 patterns and clinical outcomes in acute brain injury [PDF]
To 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 +4 more sources
Biomarkers trajectories in critically ill patients with COVID-19 acute respiratory distress syndrome: insights from latent class growth analysis [PDF]
Background 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
Heterogeneous trajectories of nutritional support needs in patient–caregiver dyads following radical esophagectomy: a latent class growth analysis [PDF]
IntroductionPatients 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
Trajectories of arm recovery early after stroke: an exploratory study using latent class growth analysis [PDF]
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
Trajectories of fatigue and related outcomes following mild acquired brain injury: a multivariate latent class growth analysis [PDF]
Objective: 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 +2 more sources
A longitudinal latent class growth analysis of PTSD symptom development in mechanically ventilated ICU patients [PDF]
ICU 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
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
Marginal structural models with latent class growth analysis of treatment trajectories: Statins for primary prevention among older adults. [PDF]
Diop A +13 more
europepmc +2 more sources
Latent class growth analysis identified different trajectories in cognitive development of extremely low birthweight children [PDF]
+12 more
doaj +2 more sources
IntroductionWe investigated whether initial risk classes and heterogeneous trajectories of self-compassion over the course of the pandemic may impact well-being outcomes 1 year into the pandemic.MethodsA large, representative sample of Canadians (N = 3 ...
Hali Kil +8 more
doaj +1 more source

