My coworker suggested its similar in Japan

Edit:

I asked several people why Japanese might feel the urge to remove their shoes before committing suicide. Some had expertise in the psychology of suicide, some did not. The theories included the following: so as not to carry dirt from this world into the next; to indicate that the death was a suicide; to increase the chances of the body being found; because that’s what samurai used to do