What are factors that drove the Democrat Party to favor statism & the Republican Party to favor anti-statism?

I heard it had a lot to do with the New Deal. Liberals praised it and incorporated a strong belief in government intervention while conservatives rejected it, believing it was too much government intervention and not in accordance with the traditional American ways.