An in-depth look at latent classes of DSM-5 psychiatric comorbidity among individuals with PTSD: Clinical indicators and treatment utilization.
Sign Up to like & getrecommendations! Published in 2022 at "Journal of clinical psychology"
DOI: 10.1002/jclp.23429
Abstract: OBJECTIVE Posttraumatic stress disorder (PTSD) is associated with high comorbidity rates across the full range of psychiatric disorders. However, little is known about how psychiatric comorbidity manifests among people with PTSD, particularly with regard to… read more here.
Keywords: psychiatric comorbidity; look latent; latent classes; comorbidity ... See more keywords
Response to the planned public transport system in Ho Chi Minh City: analysis of latent classes
Sign Up to like & getrecommendations! Published in 2018 at "Clean Technologies and Environmental Policy"
DOI: 10.1007/s10098-018-1638-8
Abstract: A public transport (PT) system that is a low-carbon transport option is vital for sustainable urban development. However, introducing this type of system in developing cities may be a challenge given residents’ common practice of… read more here.
Keywords: transport system; system; latent classes; class ... See more keywords
Latent class analysis to model multiple chemical exposures among children
Sign Up to like & getrecommendations! Published in 2018 at "Environmental Research"
DOI: 10.1016/j.envres.2017.09.024
Abstract: Background Children are exposed to multiple potentially harmful chemicals simultaneously. Efforts to understand the patterns and consequences of these exposures have been hampered by statistical limitations in estimations of higher order interactions. Objectives The current… read more here.
Keywords: analysis model; latent classes; class; class analysis ... See more keywords
A gender-stratified, multilevel latent class assessment of chronic disease risk behaviours' association with Body Mass Index among youth in the COMPASS study.
Sign Up to like & getrecommendations! Published in 2019 at "Preventive medicine"
DOI: 10.1016/j.ypmed.2019.105758
Abstract: This paper sought to examine chronic disease risk behaviour latent classes and their association with Body Mass Index (BMI), assessing for gender differences. Participants were youth (n = 116,086; grades 9-12) enrolled in the COMPASS study (Ontario,… read more here.
Keywords: disease risk; chronic disease; latent classes;
Two latent classes of diagnostic and treatment procedures among traumatic brain injury inpatients
Sign Up to like & getrecommendations! Published in 2020 at "Scientific Reports"
DOI: 10.1038/s41598-020-67576-4
Abstract: To characterize latent classes of diagnostic and/or treatment procedures among hospitalized U.S. adults, 18–64 years, with primary diagnosis of TBI from 2004–2014 Nationwide Inpatient Samples, latent class analysis (LCA) was applied to 10 procedure groups and… read more here.
Keywords: latent classes; class; treatment procedures; classes diagnostic ... See more keywords
Latent classes of alcohol problems in Mauritian men: Results from the Joint Child Health Project
Sign Up to like & getrecommendations! Published in 2017 at "Drug and Alcohol Review"
DOI: 10.1111/dar.12506
Abstract: INTRODUCTION AND AIMS The purpose of this study was to identify latent classes of alcohol problems and their sociodemographic correlates in the east African nation of Mauritius. DESIGN AND METHODS Participants were from the Joint… read more here.
Keywords: alcohol problems; latent classes; classes alcohol; child health ... See more keywords
Identifying the latent classes of modifiable risk behaviours among diabetic and hypertensive individuals in Northeastern India: a population-based cross-sectional study
Sign Up to like & getrecommendations! Published in 2022 at "BMJ Open"
DOI: 10.1136/bmjopen-2021-053757
Abstract: Objective To identify the latent classes of modifiable risk factors among the patients with diabetes and hypertension based on the observed indicator variables: smoking, alcohol, aerated drinks, overweight or obesity, diabetes and hypertension. We hypothesised… read more here.
Keywords: modifiable risk; class; latent classes; risk ... See more keywords
Latent classes of sexual risk and corresponding STI and HIV positivity among MSM attending centres for sexual health in the Netherlands
Sign Up to like & getrecommendations! Published in 2019 at "Sexually Transmitted Infections"
DOI: 10.1136/sextrans-2019-053977
Abstract: Objectives Continuing high STI positivity among men who have sex with men (MSM) attending centres for sexual health (CSH) indicates that high-risk behaviour is ongoing. The objective of this study was to gain a better… read more here.
Keywords: sti positivity; risk; hiv positivity; latent classes ... See more keywords
The relationships between negative emotions and latent classes of smartphone addiction
Sign Up to like & getrecommendations! Published in 2021 at "PLoS ONE"
DOI: 10.1371/journal.pone.0248555
Abstract: The relationships between negative emotions and smartphone addiction has been tested through the literature. However, most of the studies applied variable-centered approaches. The heterogeneity of smartphone addiction severity has not been examined for the associations… read more here.
Keywords: addiction; negative emotions; latent classes; relationships negative ... See more keywords
Hybridizing Machine Learning Methods and Finite Mixture Models for Estimating Heterogeneous Treatment Effects in Latent Classes
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Educational and Behavioral Statistics"
DOI: 10.3102/1076998620951983
Abstract: There has been increasing interest in exploring heterogeneous treatment effects using machine learning (ML) methods such as causal forests, Bayesian additive regression trees, and targeted maximum likelihood estimation. However, there is little work on applying… read more here.
Keywords: finite mixture; treatment effects; effects latent; latent classes ... See more keywords
Bayesian Analysis Methods for Two-Level Diagnosis Classification Models
Sign Up to like & getrecommendations! Published in 2023 at "Journal of Educational and Behavioral Statistics"
DOI: 10.3102/10769986231173594
Abstract: Understanding whether or not different types of students master various attributes can aid future learning remediation. In this study, two-level diagnostic classification models (DCMs) were developed to represent the probabilistic relationship between external latent classes… read more here.
Keywords: classification models; gibbs sampling; two level; level ... See more keywords