Practitioner's guide to latent class analysis: methodological considerations and common pitfalls

P Sinha, CS Calfee, KL Delucchi - Critical care medicine, 2021 - journals.lww.com
Latent class analysis is a probabilistic modeling algorithm that allows clustering of data and
statistical inference. There has been a recent upsurge in the application of latent class …

[HTML][HTML] Teachers' agency and online education in times of crisis

C Damşa, M Langford, D Uehara, R Scherer - Computers in Human …, 2021 - Elsevier
This study examines academic teachers' agency and emergency responses, prompted by
the physical closure of universities and university colleges due to the COVID-19 crisis. The …

Advancing earlier transdiagnostic identification of mental health risk: A pragmatic approach at the transition to toddlerhood

JL Wiggins, A Ureña Rosario, Y Zhang… - … Journal of Methods …, 2023 - Wiley Online Library
Objectives In light of the youth mental health crisis, as 1 in 5 children have a mental disorder
diagnosis by age 3, identification of transdiagnostic behavioral vulnerability prior to …

Student agency at the crux: Mitigating disengagement in middle and high school

RC Anderson, M Graham, P Kennedy, N Nelson… - Contemporary …, 2019 - Elsevier
Considerable evidence indicates that students' academic motivation and engagement
generally decline as they move through middle school and on to high school. This study …

Individual differences in the neurobiology of fluid intelligence predict responsiveness to training: Evidence from a comprehensive cognitive, mindfulness meditation …

AM Daugherty, BP Sutton, CH Hillman… - Trends in Neuroscience …, 2020 - Elsevier
Background Fluid intelligence (G f) is a critical cognitive ability that is predictive of real-world
outcomes, and it has been a persistent aim to characterize its neural architecture. Procedure …

The economic value of the Glass Beach: Contingent valuation and life satisfaction approaches

V Otrachshenko, E Tyurina, A Nagapetyan - Ecological Economics, 2022 - Elsevier
This paper investigates whether people value the environmental goods created as a result
of the human-nature interaction. Using the novel face-to-face survey data collected in …

Want-to, have-to, amotivation, grit, self-control, and tolerance ambiguity among university students: latent profile analysis

A Alhadabi, I Al-Harthy, S Aldhafri, H Alkharusi - BMC psychology, 2023 - Springer
The current study adopted a person-centered approach to identify distinctive university
students' profiles based on three variables (ie, three academic motivations, grit, and self …

Recommended practices in latent class analysis using the open-source R-package tidySEM

CJ Van Lissa, M Garnier-Villarreal… - … Equation Modeling: A …, 2024 - Taylor & Francis
Latent class analysis (LCA) refers to techniques for identifying groups in data based on a
parametric model. Examples include mixture models, LCA with ordinal indicators, and latent …

[HTML][HTML] Maturational changes in frontal EEG alpha and theta activity from infancy into early childhood and the relation with self-regulation in boys and girls

M Hofstee, J Endendijk, J Huijding… - Developmental …, 2024 - Elsevier
There is increasing interest in examining the development of frontal EEG power in relation to
self-regulation in early childhood. However, the majority of previous studies solely focuses …

Growth mixture models: a case example of the longitudinal analysis of patient‐reported outcomes data captured by a clinical registry

JY Kwon, R Sawatzky, J Baumbusch, S Lauck… - BMC Medical Research …, 2021 - Springer
Background An assumption in many analyses of longitudinal patient-reported outcome
(PRO) data is that there is a single population following a single health trajectory. One …