Based on the scenario provided, it seems that Paul took a quiz and got all the answers wrong after spending time studying statistics. If Paul did not engage in any dishonest behavior, such as cheating, plagiarizing, or using prohibited resources during the quiz, then this scenario does not constitute academic dishonesty. The outcome of getting all answers wrong, despite his efforts to study, does not imply any violation of academic integrity.
Therefore, the answer is No, it does not constitute academic dishonesty.