Analyst upgrades typically lead to a positive short-term reaction in the stock market as they suggest a better-than-expected future performance of the company. The upgrade from Hold to Buy by a reputable analyst at Deutsche Bank is likely to instill confidence in investors and could lead to an increase in the stock price of Owens-Corning in the short term.