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OBJECTIVE: To explore the attitudes of the tertiary level students inalaysia towards COVID-19 vaccines to analyze the leading cause of vaccine hesitancy among this group. METHODOLOGY: A cross-sectional study was conducted from January to February 2021 among undergraduates from 5 different private tertiary institutions across Malaysia. The data was obtained through an online survey using Google Forms and analyzed using Smart PLS 3 software. RESULTS: The validity of the measurement model led to the structural model after bootstrapping. From the data analysis, it was confirmed that Collective Responsibility and Confidence had a significant positive relationship with vaccine hesitancy, while complacency, constraints and calculation did not seem to contribute to vaccine hesitancy CONCLUSION: Most respondents have good knowledge about the vaccines and generally have a positive attitude towards COVID-19. The respondents were hesitant to get the COVID-19 vaccines because they were concerned about the safety and efficacy of the COVID-19 vaccines as they are new and rapidly developed.