Noise cancellation tech works best for low-pitched constant-ish sounds, like the airplane engines, or noise from a fan. Noise cancellation doesn't work well on higher-pitched, oscillating sounds, like screaming or voices.

This is probably why the grand-old parent recommends earplugs in addition.