Analyst upgrades typically lead to a positive short-term reaction in the stock market as they suggest improved performance or potential of the company. The upgrade from Market Perform to Outperform by Noble Capital Markets for Lifeway Foods reflects a positive change in the analyst's view on the company's future prospects, which could lead to increased investor confidence and a potential rise in the stock price.