While many people aren't getting enough calcium, new research cautions that some people may have the opposite problem: They could be getting too much.

Americans spend more than $1 billion a year on calcium supplements in hopes of staving off osteoporosis, the brittle bone disease that cripples many elderly women and some men.

Yet recent studies...