Bark is on the outside and catches dirt, dust, mold, etc. It may not make a difference, but IMHO, it is better to err on the side of "better". When considering the cost of the WSM, meat, rubs, charcoal, etc, and the relatively small amount of wood chunks used when smoking, removing the bark is...