Despite the widespread use of exploratory factor analysis in psychological research,
researchers often make questionable decisions when conducting these analyses. This …

This is a concise, easy to use, step-by-step guide for applied researchers conducting
exploratory factor analysis (EFA) using SPSS. In this book, Dr. Watkins systematically …

This study investigates the social–psychological mechanisms leading individuals in
organizations to engage in environmental citizenship behaviors, which entail keeping …

The search for the prosocial personality has been long and controversial. The current
research explores the general patterns underlying prosocial decisions, linking personality …

This volume introduces the statistical, methodological, and conceptual aspects of mediation
analysis. Applications from health, social, and developmental psychology, sociology …

Linear structural equation modeling has become an indispensable methodology for
specifying, estimating, and testing hypothesized interrelationships among a set of …

This article provides researchers with a guide to properly construe and conduct analyses of
conditional indirect effects, commonly known as moderated mediation effects. We …

Studies that combine moderation and mediation are prevalent in basic and applied
psychology research. Typically, these studies are framed in terms of moderated mediation or …

In four studies, I examine the motives for employee silence. In Study 1, I examine open‐
ended survey responses to determine the nature and scope of silence motives. Study 2 …

The goals of this article are to (a) describe differences between moderator and mediator
effects;(b) provide nontechnical descriptions of how to examine each type of effect, including …