In September 2010, Goluža succeeded Červar as the head coach of the Croatian national team, guiding Croatia to the bronze medals at the 2012 European Championship, 2012 Summer Olympics and at the 2013 World Championship. In February 2015, following Croatia's surprisingly unsuccessful World Championship in Qatar, he left the bench and was replaced by his assistant Željko Babić.