Provided are embodiments for a system and a method for performing passenger grouping in an elevator system. Embodiments includes receiving a call request placed by a user, and receiving user condition data for a user obtained using one or more sensors operably coupled to the controller. Embodiments also include calculating a final exposure rating based at least in part on the user condition data, and assigning the user to an elevator based at least in part on the final exposure rating.