[HTML][HTML] Latent profile analysis: A review and “how to” guide of its application within vocational behavior research

D Spurk, A Hirschi, M Wang, D Valero… - Journal of vocational …, 2020 - Elsevier
Latent profile analysis (LPA) is a categorical latent variable approach that focuses on
identifying latent subpopulations within a population based on a certain set of variables. LPA …

Text preprocessing for text mining in organizational research: Review and recommendations

L Hickman, S Thapa, L Tay, M Cao… - Organizational …, 2022 - journals.sagepub.com
Recent advances in text mining have provided new methods for capitalizing on the
voluminous natural language text data created by organizations, their employees, and their …

Changes to the work–family interface during the COVID-19 pandemic: Examining predictors and implications using latent transition analysis.

H Vaziri, WJ Casper, JH Wayne… - Journal of Applied …, 2020 - psycnet.apa.org
Employees around the world have experienced sudden, significant changes in their work
and family roles due to the COVID-19 pandemic. However, applied psychologists have …

Identifying the distinct cognitive phenotypes in multiple sclerosis

E De Meo, E Portaccio, A Giorgio, L Ruano… - JAMA …, 2021 - jamanetwork.com
Importance Cognitive impairment is a common and disabling feature of multiple sclerosis
(MS), but a precise characterization of cognitive phenotypes in patients with MS is lacking …

Person-centered modeling: Techniques for studying associations between people rather than variables

SE Woo, J Hofmans, B Wille… - Annual Review of …, 2024 - annualreviews.org
The goal of person-centered methods is to identify subpopulations of individuals based on
within-group similarity of data relative to between-group variability. In this article, we provide …

潜在剖面分析在组织行为领域中的应用

尹奎, 彭坚, 张君 - 心理科学进展, 2020 - journal.psych.ac.cn
以个体为中心的研究路径将各个变量看作是相互依赖的一个系统, 基于多项特征(变量)
将被试分为多个子群体, 分析子群体的前因与影响. 以个体为中心的研究路径理解更加直观 …

Sustainable careers across the lifespan: Moving the field forward

B Van der Heijden, A De Vos, J Akkermans… - Journal of Vocational …, 2020 - Elsevier
Sustainable careers are comprised of work experiences across one's lifespan that also
intersect multiple life domains, notably: work, social, and family (Van der Heijden & De Vos …

Strengthening theory–methods–data links

PD Bliese, ST Certo, AD Smith, M Wang… - Academy of …, 2024 - journals.aom.org
Theory, methods, and data are inexorably intertwined in science. While it is tempting to think
that theory dictates what types of data are collected and how these data are analyzed, a …

Person-centered methodologies in the organizational sciences: Introduction to the feature topic

AJS Morin, A Bujacz, M Gagné - Organizational Research …, 2018 - journals.sagepub.com
The 2011 Organizational Research Methods Feature Topic on latent class procedures has
helped to establish person-centered analyses as a method of choice in the organizational …

Well-being: The ultimate criterion for organizational sciences

L Tay, C Batz-Barbarich, LQ Yang… - Journal of Business and …, 2023 - Springer
For too long, organizational science has implicitly or explicitly endorsed job performance as
the ultimate criterion (or the bottom line for organizational performance). We propose that a …