The article explores how different attitudes towards risk affect the choices people make to prevent negative outcomes. It introduces the concepts of comparative risk aversion and downside risk aversion, showing how they can align in certain situations. This alignment is determined by a specific probability threshold, which varies based on individual preferences. The findings suggest that there is a group of decision-makers who will make similar choices as a reference agent with specific risk preferences. The study also examines various types of changes in preferences to understand how they impact decision-making.