How do you account for survivorship bias when studying trading strategies?

A strategy may look successful if the analysis focuses only on markets, periods, or examples that worked. Ignoring failed cases can create an overly optimistic picture of its reliability. What steps can traders take to make sure their research includes unsuccessful outcomes as well as successful ones