Measuring asset appreciation typically involves comparing the current market value of an asset to its original purchase price. Financial metrics like Return on Investment (ROI) and Compound Annual Growth Rate (CAGR) are often used to quantify appreciation. Accurate valuation methods and regular assessments are crucial for understanding the true worth of appreciating assets.