How Does the Concept of “Time Value” Relate to the Uncertainty of Future Price Movement?

Time value is essentially the price a buyer pays for the uncertainty that the underlying asset's price will move favorably before expiration. The longer the time to expiration, the greater the potential for significant price swings, and thus the higher the uncertainty and time value.

As expiration nears, the uncertainty diminishes, leading to the decay of time value.