Why Do Options with a Longer Time to Expiration Typically Have a Higher Vega?

Vega is higher for long-dated options because there is more time for volatility to impact the underlying asset's price significantly. A change in implied volatility has a greater potential to influence the option's value over a longer period.

Short-dated options have less time for volatility to matter, resulting in a lower Vega.