Calcium, a supplement for bone health, has also been reported to cause constipation. A study in the April 2006 Archives of Internal Medicine reported that constipation was present in 13.4 percent of older women taking 1,200 mg of calcium daily, compared with 9.1 percent in women not taking supplemental calcium.