This phrase is commonly used to admonish somebody's impatience. The suggestion is that if you agitate over something you're waiting for, it seems to take longer to happen.

The essence of this truism is that a pot of water will reach boiling point faster when covered with a lid. Lifting the lid to peek causes heat loss and prolongs the process.