Believe to be responsible (5)
I believe the answer is:
blame
(Other definitions for blame that I've seen before include "Accountability" , "Assign responsibility for misdeed" , "Hold responsible or guilty" , "Impute fault to" , "Attribute fault or guilt to" .)