I agree with MinnFlyer and have used my electric drill in many cases. The one thing you need to be careful with is the weight and power of the drill. I find that I have more control with a small hand drill when the holes are small and in softer material. Sometimes a power drill tends to grip the side of the wood and will pull it in rather quickly. Otherwise, drill away.