Context: In medical school, learning approach used by students while preparing for assessment can vary from one individual to another. Students may conduct deep or either surface learning approach when studying for an examination. Objective-structured clinical examination (OSCE) is one of assessments for medical students’ learning outcome which may require different learning approach from other written examinations. Different types of learning approach thus may affect the students’ OSCE outcome. Aims: To analyze correlation between learning approach used by medical students and OSCE passing rate. Settings and Design: A cross-sectional study conducted in February 2018 at the Faculty of Medicine, Swadaya Gunung Jati University. Methods and Material: Learning approach of 146 medical students was assessed using Revised Study Process Questionnaire 2 Factors (R-SPQ-2F). Data of OSCE passing rate was obtained from the academic section of Faculty of Medicine, Swadaya Gunung Jati University. Rank Spearman test was used to analyze the correlation between learning approach and OSCE passing rate. Results: Eighty-three students out of 146 (56,8%) ran into deep approach, while 63 students (43.2%) applied surface approach. Rank Spearman analysis showed that learning approach is significantly correlated with students’ OSCE passing rate (p = 0.001; CI 95%). Conclusion: Deep learning approach resulted in higher OSCE passing rate.