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 like Josh Olson can increase investor confidence and demand for Oracle's stock, potentially driving up its price in the short term.