The perception of time accelerating with age is influenced by a decrease in novel experiences and distinct memories, causing years to feel shorter. Key factors include the lack of novelty in adult life, the proportional theory, slower brain processing, and less detailed memory encoding. Introducing new experiences can help slow this perception.