Latent Profile Analysis in Health Research

Citation: Williams, GA and Kibowski, F (2016) "Latent Class Analysis ...

In this study, latent class analysis was deployed to examine the role of ... Community violence, protective factors, and adolescent mental health: A profile ...

Latent Class Analysis for Health-Related Quality of Life in Nurses in ...

This study aimed to identify the types of quality of life (QoL) based on the five dimensions of the EQ-5D and predict factors affecting QoL.

A latent profile analysis of psychosocial factors and trauma exposure ...

Trauma can have a serious impact on students' mental health, university experience, and academic persistence. This is the first study to use latent profile ...

Applying latent class analysis to risk stratification of incident ...

Our findings could serve as an important foundation for guiding researchers and clinicians in designing clinical trials and making healthcare ...

A Primer on Latent Class Analysis - ISPOR

Profile membership and indicator- response probabilities were reported, and ... to latent class analysis in health research. J. Physiotherapy. 2016. [2] ...

Latent Class Analysis Using R | Office of Population Research

Latent Class Analysis is a statistical method for finding subtypes of related cases (latent classes) from multivariate categorical data.

MJCP | Mediterranean Journal of Clinical Psychology

Quality of life, distrust in health care system and adherence to medical recommendations in patients with fibromyalgia: a latent profile analysis.

Quick Example of Latent Profile Analysis in R - Will Hipson

Latent Profile Analysis (LPA) tries to identify clusters of individuals (i.e., latent profiles) based on responses to a series of continuous variables (i.e. ...

Using Latent Class Modeling to Jointly Characterize Economic ...

Current studies investigate the interplay of SES, air quality, and health. Coker and colleagues illustrate how pollution, built environment, and SES influence ...

A latent profile analysis of the nature of social group memberships ...

However, while this research has largely focused on the positive contribution of group memberships and associated social identities to health ...

Using existing questionnaires in latent class analysis: should we use

Background: Latent class analysis (LCA) is increasingly being used in health research, but optimal approaches to handling complex clinical data ...

Using Latent Profile Analysis as a Unique Way to Visualize and ...

Colorado Public Health Association•28 views · 2:25:42 · Go to channel ... What do statisticians research? Very Normal•15K views · 10:46 · Go to ...

Latent class analysis of the health of the nation outcome scales

The aim of the present study is to investigate this possibility on a large sample of mental health patients who have had an inpatient stay ...

Latent Class Analysis: An example for reporting results

Enhancing the QUAlity and Transparency Of health Research. Website ... Latent Class Analysis: An example for reporting results. Full ...

Latent Class and Latent Transition Analysis: With Applications in the ...

It is also a valuable resource for researchers and practitioners in the social, behavioral, and health sciences who conduct latent class and ...

Latent Profile Analysis (LPA) with R - YouTube

In this tutorial, you'll learn how to use Latent Profile Analysis (LPA) with R. LPA is a powerful technique belonging to the class of finite ...

Tailoring Community-Based Wellness Initiatives With Latent Class ...

Hospital discharge data from the Massachusetts Center for Health Information and Analysis (2010): annual rates of hospitalizations for obesity- ...

Introduction to latent class / profile analysis - YouTube

Although latent class analysis (LCA) and latent profile analysis (LPA) were developed decades ago, these models have gained increasing ...

Heterogeneity in preferences for anti-coagulant use in atrial fibrillation

... latent class analysis. J.A. van Til, C.G.M. Groothuis-Oudshoorn, M.G.M. Weernink, C. von Birgelen · Health Technology & Services Research.

Reporting guidelines - EQUATOR Network

Guidelines for the Content of Statistical Analysis Plans in Clinical Trials ... Latent Class Analysis: An example for reporting results; 298; Guidelines for ...