Yes, Page Authority can change over time. Factors such as acquiring new links, losing old ones, and changes in the broader web environment can influence PA. Additionally, updates to the Moz algorithm can also cause fluctuations in PA scores. Regular monitoring and continuous optimization are essential for maintaining or improving PA.