What question did this study set out to answer?

The aim is to develop a framework that integrates personality traits and cognition to assess phishing susceptibility.

Cognition Orientation Risk Evaluation—A Personality Driven Integrated Model for Phishing Susceptibility

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Randomized trial evaluates phishing susceptibility through personality traits, suggesting custom defenses are essential.

The aim is to develop a framework that integrates personality traits and cognition to assess phishing susceptibility.
Proposed an integrated framework based on the Five-Factor Model and Myers–Briggs Type Indicator.
Developed a decision tree classifier to assess the predictive significance of personality traits.
Classified personality types to identify high-risk profiles for phishing susceptibility.
The highest phishing risk profiles include personality types ENFP, ESFP, ESTP, and ENFJ.
Risk patterns visualized in the C.O.R.E. Quadrant provide structured representation across 16 personality types.
Personalized defense mechanisms were proposed to enhance cybersecurity training strategies.

Kao et al. (2026) studied this question.

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