Researchers at Spaulding Rehabilitation Hospital and Harvard Medical School in the U.S. came up with the hypothesis that wearing shoes with tall heels increase the risk of arthritis in the knees. The researchers noticed that arthritis of the knee is twice as common in women as in men.