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Purpose: This study aims to investigate the factors associated with high-caffeine drink consumption among Korean adolescents. Methods: Secondary data analysis was conducted utilizing the 18th Korea Youth Risk Behavior Survey, with a total enrollment of 51,850 students. Descriptive statistics, x2 tests, and multivariate logistic regression were performed using SPSS 23.0. Results: The study identified several factors associated with high-caffeine drink consumption, including school levels, tobacco or alcohol consumption, walking, perceived stress levels, feelings of sadness, loneliness, and anxiety, and the occurrence of suicidal thoughts. Conclusion: The findings suggest there is an association between unhealthy health behaviors or mental health issues, and consumption of high-caffeine drinks among adolescents. It emphasizes the need for increased attention and targeted educational interventions for adolescents at high risk.