Regret Aversion Bias can be simply put as the tendency to avoid making decision due to the fear of experiencing the pain of regrets. People exhibiting regret aversion avoid taking decisive actions because they fear that, in hindsight, whatever course they select will prove less than optimal. Essentially, this bias seeks to forestall the pain of regret associated with poor decision making.