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After graduating from Columbia, Hancock worked as a reporter with the New York Daily News and The Village Voice, mainly covering education and children's issues. A former education editor of Newsweek, Hancock is active in several education and children's organizations.
At Columbia, Hancock teaches education and children's reporting. She is the author of "Hands to Work," a book about the lives of three welfare recipients in New York City.