Osteoarthritis (OA) is a highly prevalent condition seen across primary care services. Although evidence‐based guidelines have encouraged the prescription of medications, including analgesics, for this population, there remains uncertainty as to which types of individuals actually take prescribed or over‐the‐counter medications. The purpose of the present study was to determine whether there is a difference in characteristics between people who take medicines for OA compared with those who do not.