The Orphan Train Movement 1854-1929. a welfare program that transported children from crowded cities of the United States, such as New York City and Boston, to willing foster homes across the country. The trains relocated an estimated 250,000 orphaned, abandoned, or homeless children. At the time the orphan train movement began, reformers estimated that 30,000 vagrant children were living on the streets of New York City.