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We explore the relationship between drivers' personality traits, perceived cognitive failures, and their propensity for Distracted Driving Behavior (DDB). Participants engage in a series of driving scenarios with randomly presented distractions, including cell phone use, texting, and cognitive tasks. Our findings contribute to ongoing efforts to reduce accidents and fatalities.