Abstract Conjoint analysis is widely used for estimating the effects of a large number treatments on multidimensional decision-making. However, it this substantive advantage that leads to statistically undesirable property, multiple hypothesis testing. Existing applications conjoint except few do not correct hypotheses be tested, and empirical guidance choice testing correction methods has been...