Shin splints are an overuse injury that affects many people, including athletes. It can occur in anyone who has recently started sports or increased their athletic activity too quickly. Repeated action and weight-bearing activities on your legs put athletes more at risk to suffer. It commonly occurs among runners, soccer players, and dancers.