Catching up on multilevel modeling

L Hoffman, RW Walters - Annual Review of Psychology, 2022 - annualreviews.org
This review focuses on the use of multilevel models in psychology and other social sciences.
We target readers who are catching up on current best practices and sources of controversy …

Supporting interdependent telework employees: A moderated-mediation model linking daily COVID-19 task setbacks to next-day work withdrawal.

SH Chong, Y Huang, CHD Chang - Journal of Applied Psychology, 2020 - psycnet.apa.org
The COVID-19 crisis has compelled many organizations to implement full-time telework for
their employees in a bid to prevent a transmission of the virus. At the same time, the volatile …

partR2: Partitioning R2 in generalized linear mixed models

MA Stoffel, S Nakagawa, H Schielzeth - PeerJ, 2021 - peerj.com
The coefficient of determination R 2 quantifies the amount of variance explained by
regression coefficients in a linear model. It can be seen as the fixed-effects complement to …

[图书][B] Statistical power analysis: A simple and general model for traditional and modern hypothesis tests

B Myors, KR Murphy, A Wolach - 2010 - taylorfrancis.com
Noted for its accessible approach, this bestseller applies power analysis to both null
hypothesis and minimum-effect testing using the same basic model. Through the use of a …

Building psychosocial safety climate in turbulent times: The case of COVID-19.

MF Dollard, T Bailey - Journal of Applied Psychology, 2021 - psycnet.apa.org
Our theoretically driven cluster-randomized cohort control study sought to understand how
psychosocial safety climate (PSC)—a climate to protect worker psychological health—could …

The mindsets× societal norm effect across 78 cultures: Growth mindsets are linked to performance weakly and well‐being negatively in societies with fixed‐mindset …

NM Lou, LMW Li - British Journal of Educational Psychology, 2023 - Wiley Online Library
Abstract Background/Aims Recent research on mindsets has shifted from understanding its
homogenous role on performance to understanding how classroom environments explain its …

A practical guide to selecting and blending approaches for clustered data: Clustered errors, multilevel models, and fixed-effect models.

D McNeish - Psychological methods, 2023 - psycnet.apa.org
Psychological data are often clustered within organizational units, which violates the
independence assumption in standard regression models. Clustered errors, multilevel …

The “situative nature” of competence and value beliefs and the predictive power of autonomy support: A multilevel investigation of repeated observations.

C Parrisius, H Gaspard, S Zitzmann… - Journal of …, 2022 - psycnet.apa.org
In their situated expectancy-value theory, Eccles and Wigfield (2020) assume students'
competence and value beliefs to be situation-specific and thereby to be “situative” in nature …

[图书][B] Regression modeling for linguistic data

M Sonderegger - 2023 - books.google.com
The first comprehensive textbook on regression modeling for linguistic data offers an incisive
conceptual overview along with worked examples that teach practical skills for realistic data …

Time‐of‐day and day‐of‐week patterns of binge eating and relevant psychological vulnerabilities in binge‐eating disorder

G Forester, LM Schaefer, DR Dodd… - … Journal of Eating …, 2023 - Wiley Online Library
Objective The present study sought to characterize the temporal patterns of binge eating and
theorized maintenance factors among individuals with binge‐eating disorder (BED). Method …