Measuring the Unmeasurable? Systematic Evidence on Scale Transformations in Subjective Survey Data

Caspar Kaiser, Anthony Lepinteur

Ordered response scales are ubiquitous in economics, but their interpretation rests on an untested assumption: that numerical labels reflect equal psychological intervals. We devel…