The answer is:
They were ready for a conservative who was looking for peace.
President Wilson served all thru WWI and after that people were already done with war, seeing americans deployed in Europe and all the chaos that brought, the country was ready for a change that´s why there´s no surprise that Presiden Warren G. Harding was elected after him.