Doesburg made his debut for the Netherlands in an April 1967 friendly match against Belgium and earned a total of 8 caps. He played one match at the 1980 European Championships versus Greece in Naples, coming on as a substitute to replace Piet Schrijvers in the 15th minute of a 1–0 win. His final international game was in February 1981 against Cyprus.