This paper considers the linear regression model with the lagged dependent variable as a regressor. It argues that the Dynamic CUSUM test may not be ideal in testing for a structural change at an unknown point in time. A new test is proposed, with critical values based on small disturbance asymptotics. A Monte Carlo study shows some power improvement. The new test also provides far more reliable estimates of the location of the structural break.