How framing statistical statements affects subjective veracity: Validation and application of a multinomial model for judgments of truth

► Framing statistical statements negatively increases subjective veracity. ► Important to distinguishing between the roles of knowledge vs. bias. ► A multinomial model for truth judgments is developed and validated (three experiments). ► Model-based analyses (three experiments) show that the framing effect is a response bias.