Diagnosis of growth pains is primarily clinical, based on a thorough medical history and physical examination. Important factors include the age of the child, the pattern of the pain, and the absence of other symptoms such as swelling, redness, or fever. In some cases, if the pain is persistent or accompanied by other symptoms, additional tests like blood tests or X-rays may be required to rule out other conditions.