Here's why:
* Short vowel sounds are typically associated with a single, quick sound. In "big", the vowel "i" makes a short, sharp sound.
* Long vowel sounds are usually associated with a drawn-out, more open sound.
Think of these examples:
* Short i: "big", "pig", "dig"
* Long i: "bike", "time", "kite"