Improper neck cleaning during bathing could be one reason a child’s neck appears dirty. However, sometimes, a dark skin patch on the neck could be due to a specific condition called acanthosis nigricans. Acanthosis nigricans is usually caused by an underlying condition (obesity) or disease (diabetes) (14).