Analyst downgrades typically lead to a negative short-term reaction in the stock market as they suggest a less favorable outlook on the company's future performance. Given the downgrade from Buy to Neutral, it indicates a shift in perception towards a more cautious stance on Louisiana-Pacific's stock, potentially affecting investor sentiment and stock price.