Campbell earned international recognition for Scotland under–20s against Canada under–20s on 27 March 2007, scoring both goals in a 2–1 victory. Campbell was subsequently selected for the 2007 Under-20 World Cup in Canada. He scored the only goal for Scotland in a 3–1 loss to Japan under–20s in Victoria, British Columbia.