The paper examines boundary value methods (BVMs) for delay differential equations (DDEs), focusing on the extended trapezoidal rules of the second kind (ETR2S). It discusses the delay-dependent stability of these methods for complex coefficient test equations, revealing that ETR2S do not preserve asymptotic stability. The findings are supported by numerical experiments that confirm the theoretical results presented.