Post hoc reasoning is a logical fallacy that assumes a cause-and-effect relationship based solely on the sequence of events, suggesting that if one event follows another, the first event must be the cause of the second. This type of reasoning often ignores other potential factors or evidence that could explain the outcome, leading to faulty conclusions. It can lead to hasty generalizations and false causes, where incorrect assumptions about causality can result in misleading arguments and beliefs.