Index numbers measure changes in price or quantity over time, allowing for economic comparisons and indicating the purchasing power of money. They are characterized as averages and percentages, serving as economic barometers and tools for calculating real wages. Various tests, such as time reversal and factor reversal, ensure consistency in index calculations, while methods like splicing and deflating help manage base years and adjust for price changes.