To identify a stock with potential for long-term growth, look for increasing Return on Capital Employed (ROCE) and capital expansion. Acadia Healthcare Company (NASDAQ: ACHC) shows promising trends in ROCE at 10%, demonstrating efficient reinvestment of profits.