During the 2011 National Assembly for Wales election he unexpectedly lost his regional list seat, due to Conservative gains at constituency level.
Bourne was the Conservative Party candidate in the 1984 Chesterfield by-election, having stood in the same constituency at the previous year's general election.
Following a minor reshuffle in June 2008, Bourne also became the Shadow Minister for Finance and Public Service Delivery remaining in the post until 22 October 2008.
Bourne also supports charities and organizations in Wales, including the NSPCC, the National Trust, and the British Heart Foundation.
Bourne campaigned for rural communities, opposing onshore wind farm developments, the closure of post offices and small schools, and supporting improved health care provision in non-urban areas.
Lord Bourne received the National "No to Hate Crime Award" for 2019 from the Anti-Hate Organisation Tell MAMA which campaigns against Islamophobia and anti-Muslim hatred.
In December 2019, Lord Bourne was appointed President of Remembering Srebrenica, a British charity initiative which is dedicated to bringing communities together to combat prejudice and intolerance.