Planned missing data designs for developmental researchers

TD Little, M Rhemtulla - Child development perspectives, 2013 - Wiley Online Library
Planned missing data designs allow researchers to collect incomplete data from participants
by randomly assigning participants to have missing items on a survey (multiform designs) or …

Power analysis for parameter estimation in structural equation modeling: A discussion and tutorial

YA Wang, M Rhemtulla - Advances in Methods and Practices …, 2021 - journals.sagepub.com
Despite the widespread and rising popularity of structural equation modeling (SEM) in
psychology, there is still much confusion surrounding how to choose an appropriate sample …

Determining power and sample size for simple and complex mediation models

AM Schoemann, AJ Boulton… - … and Personality Science, 2017 - journals.sagepub.com
Mediation analyses abound in social and personality psychology. Current recommendations
for assessing power and sample size in mediation models include using a Monte Carlo …

The elephant in the room: Predictive performance of PLS models

G Shmueli, S Ray, JMV Estrada, SB Chatla - Journal of business Research, 2016 - Elsevier
Attempts to introduce predictive performance metrics into partial least squares (PLS) path
modeling have been slow and fall short of demonstrating impact on either practice or …

Power analysis for conditional indirect effects: A tutorial for conducting Monte Carlo simulations with categorical exogenous variables

S Donnelly, TD Jorgensen, CW Rudolph - Behavior Research Methods, 2023 - Springer
Conceptual and statistical models that include conditional indirect effects (ie, so-called
“moderated mediation” models) are increasingly popular in the behavioral sciences …

A general Monte Carlo method for sample size analysis in the context of network models.

MA Constantin, NK Schuurman… - Psychological …, 2023 - psycnet.apa.org
We introduce a general method for sample size computations in the context of cross-
sectional network models. The method takes the form of an automated Monte Carlo …

Determine power and sample size for the simple and mediation Actor–Partner Interdependence Model

T Ledermann, M Rudaz, Q Wu, M Cui - Family Relations, 2022 - Wiley Online Library
Objective We provide details on how relationship researchers can use Monte Carlo
simulation for power estimation and sample size determination for the simple and the …

Collective narcissism and in-group satisfaction predict opposite attitudes toward refugees via attribution of hostility

K Dyduch-Hazar, B Mrozinski… - Frontiers in …, 2019 - frontiersin.org
We examined whether and why collective narcissism (ie, resentment for insufficient
recognition of the in-group's importance) versus in-group satisfaction (ie, a belief that the in …

Six methods for latent moderation analysis in marketing research: A comparison and guidelines

C Pieters, R Pieters… - Journal of Marketing …, 2022 - journals.sagepub.com
It is common in moderation analysis that at least one of the target moderation variables is
latent and measured with measurement error. This article compares six methods for latent …

Mediating effects of positive thinking and social support on suicide resilience

DM Matel-Anderson, AK Bekhet… - Western journal of …, 2019 - journals.sagepub.com
Suicide has been the second leading cause of death for 18-to 24-year-olds in the United
States since 2011. The stress experienced by undergraduate college students has the …