Most conservatives I know want to decentralize decision making, lower taxes, and deregulate the economy.
I know that's the case for every conservative I know, at least. They stand for those values in the abstract, as an ostensibly philosophy to undergird their politics... But oppose those values in practice.
Republicans want to decentralize this to democratic decisions in each state.