 Bloom later moved to New York and occasionally returned to his hometown of Reading to spend time with his family and attend Elks Club meetings.He also trained horses for Metropolitan Race Clubs in the New York and Pennsylvania area and in Cuba.On December 10, 1929, Bloom was admitted to Bellevue Hospital in Manhattan, New York City.