However in 1965 , the Scottish Unionist Party merged with the Conservative Party which triggered a decline in Conservative support across Scotland . It was established in 1965 , when the previously separate Unionist Party was merged into the Conservative Party of England and Wales , to form the basis of the modern UK Conservative Party .