In 1988 he left Parliament, by applying for the Chiltern Hundreds, to take up the post of European Commissioner for Regional Policy and Cohesion which he held until 1995. The vacancy he left was filled by Jim Sillars of the Scottish National Party (SNP) in the notable Glasgow Govan by-election of 1988.