The number of children living in a grandparent's home has increased significantly over the past decade, according to 2010 data from the U.S. Census Bureau. The report also showed 4.9 million children (7%) under the age of 18 live in grandparent-headed households--an increase from 4.5 million living in grandparent-headed households 10 years ago.