This was finally fixed just this year, the setting is quite hidden though in the advanced settings.

Search for "Keep last selected search scope", you will find a checkbox which when checked lets you save the scope you last used to find | refactor | replace.

the scope can be changed in the drop-down menu in the refactoring preview.