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Introduction to Latent Profile Analysis (LPA)


This seminar provides a comprehensive introduction to Latent Profile Analysis (LPA), equipping participants with the theoretical knowledge and practical skills to identify and analyze unobserved subgroups within their data.
Matthew J. W. McLarnon
semanticscholar   +2 more sources

Latent profile analysis of depression among older adults living alone in China.

Journal of Affective Disorders, 2023
BACKGROUND The number of older adults living alone has increased significantly. Depression is one of the significant mental health problems they face; classifying depressive conditions into homogeneous subgroups can help discover hidden information ...
Bailing Hou, Huijun Zhang
semanticscholar   +1 more source

Needs affordance as a key factor in likelihood of problematic social media use: Validation, latent Profile analysis and comparison of TikTok and Facebook problematic use measures.

Addictive Behaviours, 2022
Despite increasing concerns of maladaptive cognitive responses associated with social media, estimates of its prevalence are lacking in the literature. Further, existing studies have disproportionately focused on Facebook, while ignoring the penetration ...
Troy A. Smith, A. Short
semanticscholar   +1 more source

Latent profile analysis of depression in non-hospitalized elderly patients with hypertension and its influencing factors.

Journal of Affective Disorders, 2023
BACKGROUND Hypertension is a common chronic disease in the elderly, which seriously affects people's physical and mental health, leading to anxiety, depression and other symptoms. To analyze the types of depression that may occur in elderly patients with
Linghui Kong, Hui-jun Zhang
semanticscholar   +1 more source

A latent profile analysis of L2 writing emotions and their relations to writing buoyancy, motivation and proficiency

Applied Linguistics Review, 2023
Second/foreign language (L2) writing emotions play an important role in language writing outcomes. However, extant literature was dominated by L2 anxiety with other types of emotions being neglected.
Yabing Wang, Jian Xu
semanticscholar   +1 more source

Finding latent groups in observed data: A primer on latent profile analysis in Mplus for applied researchers

, 2020
The present guide provides a practical guide to conducting latent profile analysis (LPA) in the Mplus software system. This guide is intended for researchers familiar with some latent variable modeling but not LPA specifically.
Sarah Ferguson, E. W. G. Moore, D. Hull
semanticscholar   +1 more source

Profiles in Dementia-Related Anxiety: A Latent Profile Analysis

The Journals of Gerontology: Series B, 2022
Abstract Objectives Dementia-related anxiety (DRA) is the concern about current or future cognitive decline and potential diagnosis of Alzheimer’s disease or related dementias (ADRD). Existing research suggests that DRA likely develops due to diverse reasons (e.g., family ADRD history, self-perceived ...
Molly Maxfield, Keenan A Pituch
openaire   +2 more sources

Emotion regulation in undergraduate nursing students: A latent profile analysis.

Nurse Education in Practice, 2023
BACKGROUND Current research on emotion regulation of undergraduate nursing students mainly focused on the overall level of emotion regulation and its relationship with other variables, ignoring the individual heterogeneity of emotion regulation of ...
Yawei Zeng   +5 more
semanticscholar   +1 more source

Psychological capital among clinical nurses: A latent profile analysis.

International Nursing Review, 2023
AIM To determine the psychological capital level of nurses and explore the latent profiles of nurses regarding their psychological capital scores. BACKGROUND The use of individual-centered analysis for the connotation of nurses' psychological capital ...
M. Teng   +6 more
semanticscholar   +1 more source

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