The article explores how certainty and acceptability affect decision-making in transportation studies. By combining these factors, researchers aim to better understand how people make choices in real-world scenarios. Surprisingly, differences in certainty levels don't significantly impact decision-making, but alternative acceptability does. The study suggests that what seems like different preferences may actually be related to the scale of options available. This finding could shape future research in the field.