How many times has Obama used executive privilege? President Obama has asserted executive privilege once in his first for years in office. His predecessor, George W. Bush, asserted it six times. The previous president, Bill Clinton, used it twelve times. If you are asking about executive orders, President Obama has issued 140 of them in his first four years.