Modern Route 37 was created in the 1932 state highway renumbering from old highways 131 and 136 (except for the Briggs Hill Road segment).
Route 37 was established in 1932 as part of a statewide highway renumbering project, replacing older routes 131 and 136, except for the section known as Briggs Hill Road.