Analyst upgrades typically lead to a positive short-term reaction in the stock market as they suggest a bullish outlook on the company's future performance. Given the upgrade from a reputable firm like Oppenheimer, investors may see this as a strong signal of confidence in Mueller Water Products, potentially driving the stock price up in the short term.