As a rough rule of thumb, a “statistically significant move” and/or an event that wasn’t forecast would result in exiting rather than adding to the position.

Chart Below: Distribution of maximum drawdowns of the S&P 500 stocks in 2015: Beyond 20% the relationship becomes non-linear – setting loss levels reduces the risk of owning (a lot of) a stock where this happens to you.