Kinesthetic learning preferences refer to a style of learning where individuals understand and retain information best through physical activities and hands-on experiences. This approach emphasizes movement and tactile engagement, allowing learners to interact directly with materials or engage in physical tasks, which can enhance their understanding of concepts.