In April 2019, Pugh announced she was taking a leave of absence to recover from pneumonia. The announcement came at the same time when a scandal over a "self-dealing" book-sales arrangement of Pugh's books in exchange for contracts with the city were made public. On May 2, 2019, Pugh resigned as Mayor of Baltimore amid the book scandal.