ID | 175292 |
Title Proper | When to Worry about Sensitivity Bias |
Other Title Information | a social reference theory and evidence from 30 years of list experiments |
Language | ENG |
Author | Blair, Graeme ; MOOR, MARGARET ; Coppock, Alexander |
Summary / Abstract (Note) | Eliciting honest answers to sensitive questions is frustrated if subjects withhold the truth for fear that others will judge or punish them. The resulting bias is commonly referred to as social desirability bias, a subset of what we label sensitivity bias. We make three contributions. First, we propose a social reference theory of sensitivity bias to structure expectations about survey responses on sensitive topics. Second, we explore the bias-variance trade-off inherent in the choice between direct and indirect measurement technologies. Third, to estimate the extent of sensitivity bias, we meta-analyze the set of published and unpublished list experiments (a.k.a., the item count technique) conducted to date and compare the results with direct questions. We find that sensitivity biases are typically smaller than 10 percentage points and in some domains are approximately zero. |
`In' analytical Note | American Political Science Review Vol. 114, No.4; Nov 2020: p.1297 - 1315 |
Journal Source | American Political Science Review 2020-11 114, 4 |
Key Words | Social Reference Theory ; 30 Years of List Experiments |