CHI '24CorrespondingVisualization Perception & Cognition
Did You Misclick? Reversing 5-Point Satisfaction Scales Causes Unintended Responses
When fielding satisfaction questions, survey platforms offer the option to randomly reverse the response options. In this paper, we provide evidence that the use of this option leads to biased results. In Study 1, we show that reversing vertically oriented response options leads to significantly lower satisfaction rat…