Evidence‐Based Survey Design: Ceiling Effects Associated with Response Scales

Ceiling effects may negatively impact survey instruments’ ability to capture survey respondents’ true perspectives. This article explains the ceiling effect in surveys and explores tactics that can be applied to survey-instrument design to reduce the presence of this ceiling effect in survey data. These tactics include using more than three options in response scales, increasing the number of positive options, and using fully or even partially labeled response scale points.