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Are Commitment Profiles Stable and Predictable? A Latent Transition Analysis

open access: yesJournal of Management, 2016
Recent efforts have been made to identify and compare employees with profiles reflecting different combinations of affective (AC), normative (NC), and continuance (CC) organizational commitment. To date, the optimal profiles in terms of employee behavior and well-being have been found to be those in which AC, NC, and CC are all strong, or those where ...
Alexandre J S Morin, John P Meyer
exaly   +4 more sources
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Measuring Vulnerability to Poverty with Latent Transition Analysis

Social Indicators Research, 2020
In last years, the debate about social and economic development considered with increasing interest the exposure to the risk of poverty rather than poverty itself. The risk for an individual or a household to become or remain poor in an immediate future is defined as vulnerability to poverty.
Acconcia, Antonio   +3 more
openaire   +3 more sources

Latent transition analysis for longitudinal data

Addiction, 1996
Assessing outcome is a critical problem for the study of addictive behaviors. Traditional approaches often lack power and sensitivity. Latent Transition Analysis is an alternative procedure that is applicable to categorical latent variable models such as stage models. The method involves four different types of parameters, each of which may be relevant
W F, Velicer, R A, Martin, L M, Collins
openaire   +2 more sources

Measuring Transitions through Stages of Exercise: Application of Latent Transition Analysis

Perceptual and Motor Skills, 1999
In this longitudinal study of 504 nursing staff members from seven Dutch nursing homes, which transitions in exercise behaviour had occurred over a 12-mo. period were investigated. For this purpose, latent transition analyses were employed. Latent transition analysis is an extension of Markov chain modelling and of Latent class analysis and has been ...
W A, Gebhardt, E, Dusseldorp, S, Maes
openaire   +3 more sources

Residual Associations in Latent Class and Latent Transition Analysis

Structural Equation Modeling: A Multidisciplinary Journal, 2014
This article explores a method for modeling associations among binary and ordered categorical variables. The method has the advantage that maximum-likelihood estimation can be used in multivariate models without numerical integration because the observed data log-likelihood has an explicit form.
Tihomir Asparouhov, Bengt Muthén
openaire   +1 more source

Latent transition analysis to the stages of change for smoking cessation

Addictive Behaviors, 1996
A key construct of the Transtheoretical Model of Behavior Change is the stage of change (Precontemplation, Contemplation, Preparation, Action, and Maintenance) (Prochaska & DiClemente, 1983, 1986). This study applies Latent Transition Analysis (LTA; Collins & Wugalter, 1992; Collins, Wugalter, & Rousculp, 1991) to movement through the stages of change ...
R A, Martin, W F, Velicer, J L, Fava
openaire   +2 more sources

Commentary on latent class, latent profile, and latent transition analysis for characterizing individual differences in learning

Learning and Individual Differences, 2018
Abstract The collection of articles in this special issue focus on latent variable mixture models including latent class analysis (LCA), latent profile analysis (LPA), and latent transition analysis (LTA). These are all methods for summarizing observed variables by postulating an underlying categorical latent variable representing a type or ...
Bethany C Bray, John J Dziak
exaly   +2 more sources

Subtypes of Transitions into a Family Caregiving Role: A Latent Class Analysis

Journal of Applied Gerontology, 2023
This paper groups persons who have transitioned into family caregiving using a latent class analysis and examines class differences on measures of well-being. Latent classes were identified for a sample of 251 participants who became family caregivers while participating in a longitudinal national study, and linear regression analyses compared average ...
Carly L. Brantner   +2 more
openaire   +2 more sources

A Latent Transition Analysis Model for Latent-State-Dependent Nonignorable Missingness

Psychometrika, 2016
AbstractPsychologists often use latent transition analysis (LTA) to investigate state-to-state change in discrete latent constructs involving delinquent or risky behaviors. In this setting, latent-state-dependent nonignorable missingness is a potential concern.
openaire   +3 more sources

Persistence Development across the Transition to School: A Latent Profile Transition Analysis

Early Education and Development, 2021
Research Findings: The goal of this longitudinal study was to examine persistence development during the transition to school.
Sonja Kälin   +2 more
openaire   +1 more source

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