This umbrella review of 27 Cochrane systematic reviews found moderate- to high-quality evidence of benefit from vitamin D supplementation for pregnant women and asthma patients, no benefit for fracture prevention when vitamin D is used alone, and low or uncertain evidence for all other clinical conditions assessed.