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COVID-19 has deeply affected the world in various aspects including the education system worldwide. In this study, we intended to explore the merits and demerits of online clinical learning and its effect on medical education from a student’s perspective. The study also assessed the perception and attitude of final-year medical students towards online clinical modules. This observational study was carried out in the Department of Community Medicine, Kasturba Medical College, Manipal (KMC) in collaboration with King’s College London, UK (KCL). In our study, a total of 42 students were enrolled, with 37 students from KMC and 5 students from KCL. 81% of students reported that they were not willing to continue the online mode of learning. The abrupt switch to e-learning without prior preparedness has exposed some pitfalls that must be attended to. Contrary to other fields, the medical field places high importance on offline clinical teaching which has recently been impacted by online teaching. The survey responses were analyzed for improvisation of online clinical modules as well as to come up with better ideas and outcomes since this mode of learning may have to continue till the spread of the disease is under control.