Footnotes are explanatory notes placed at the bottom of a page in a financial statement or report, providing additional context or details that clarify the information presented in the main body. They play a crucial role in enhancing transparency and ensuring that users of financial statements understand the assumptions, methods, and estimates used in the accounting process, especially when there are changes in accounting estimates.