Learning from medication errors (MEs) is essential to enhance patient safety. This scoping review of 59 articles published between 2017 and 2023 identified a wide variety of methods for analyzing medication errors, including advanced techniques, such as text mining and artificial intelligence (AI). The authors highlight the growing use of newer methods, such as disproportionality analysis, and the need for further research into their effectiveness and applicability in analyzing ME data.