On 16 April 2012 Dempsey was appointed acting Minister for Police and Community Safety following the resignation of David Gibson. He was appointed to the office in his own right on 23 April 2012, with Glen Elmes taking his place as Minister for Aboriginal and Torres Strait Islander Partnerships and Minister Assisting the Premier.
