Refactoring is a way to clean up messy software code without changing how it works. Some people worry that refactoring might actually make things worse by adding new problems. This study aims to figure out when refactoring helps or hurts by looking at how it affects bad smells in code. The researchers will do tests to make a list of when refactoring works well and when it doesn't.