Definition and Evaluation of the Monotonicity Condition for Preference-based Instruments

Abstract

We conclude that preference-based instrumental variable estimates should be interpreted cautiously because bias due to monotonicity violations is likely and because the subpopulation to which the estimate applies may not be well defined. Investigators using preference-based instruments may consider supplementing their study with a survey to empirically assess the magnitude and direction of bias due to violations of monotonicity.