Involuntary decision making refers to decisions made out of habit, reflex, or repetition rather than active thinking. The document discusses how a bridal shop was not selling gowns until they posted a sign that halved prices, but customers misread it and paid double instead of half price due to making involuntary decisions without thinking. Involuntary decisions are learned patterns that can cause people to bypass active thinking and reflexively respond to situations.