What’s The Purpose Of Including Theory-Based Variables In The Models?
The theory-based predictors included in the models add insight gained from years of research across a number of fields concerned with personality traits and their relationship with individual behavior. While the bag of words predictor is a dynamic component of the models that will be updated regularly, the theory-based predictors are based on coding schemes with established rules. These schemes, which search for and generate scores based on the use of words and phrases that researchers have associated with specific personality traits, have been developed, tested for accuracy and used in previous research carried out over the past decade by Social Science Automation, Inc., our partner company.
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