Contrary to a widely held popular belief, political history doesn’t anoint incumbent presidents as automatic winners or even presumptive favorites. The numbers show that most presidents fail in their efforts to maintain a long-term hold on the affections of the fickle public.

Of the 43 men who served as president before...