Fundamental analysis is essential for value investment decision-making, allowing investors to evaluate a company's financial health, market position, and management quality. By analyzing financial statements, key valuation metrics, and economic factors, investors can identify undervalued stocks, enhancing their long-term investment strategies and potential for substantial gains.