Looking at New Haven crash stats for state owned (non highway) routes vs local roads, last 3 years:
State: 4,101 crashes overall, 23 fatal (11 ped)
Local: 14,247 crashes overall, 16 fatal (6 ped, 1 bike)
Now do the math knowing state surface routes are only 9% of the total road miles in the city