Denying the antecedent is a formal fallacy that occurs when one assumes that if the antecedent of a conditional statement is false, then the consequent must also be false. This logical misstep arises in propositional logic when people incorrectly infer a conclusion from a conditional statement, disregarding the fact that other possibilities can exist. Understanding this fallacy is crucial for evaluating arguments and constructing valid logical reasoning.