In non-technical terms, if the conclusion of the hypothesis test is a failure to reject the null hypothesis regarding the owner's claim, it means that there is not enough statistical evidence to support the claim that the average attendance at games is over 561. Therefore, the owner does not have sufficient justification to move the team to a city with a larger stadium based on this claim.