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A Simulation Study Comparing the Use of Supervised Machine Learning Variable Selection Methods in the Psychological Sciences
(2022)
When specifying a predictive model for classification, variable selection (or subset selection) is one of the most important steps for researchers to consider. Reducing the necessary number of variables in a prediction ...
What You Read and What You Believe: Genre Exposure and Beliefs about Relationships
(2017-05)
Research has shown that exposure to specific fiction genres is associated with theory of mind and attitudes toward gender roles and sexual behavior (e.g. Fong, Mullin, & Mar, 2013, 2015); however, relatively little research ...
Accessing the impact of unmodeled systematic error variance on measurement invariance tests
(2022-08)
Systematic error variance (SEV) is one of sources that make a measurement noninvariant (DeShon, 2004). In the confirmatory factor analysis (CFA), researchers use the bifactor or correlated uniqueness (CU) model to control ...
The Moral Mosaic: Characteristics Predict Likelihood of Personal Ethical Decisions and Prosocial Behavior
(2019-05-10)
This research provides a multidimensional approach to predicting unethical or prosocial behavior by identifying the underlying factor structure of 35 well-established scales linked to moral behavior. A novel measure of ...
Exploring the toxic triangle: the effects of leadership, team mental models, and core self evaluations on follower sensemaking and ethical decision making
(2023)
Leadership is an omnipresent aspect of daily life, particularly in organizational settings. While research has extensively examined constructive leadership and its effects on follower and organizational performance, there ...