OS X: "Cannot connect" or "Cannot connect to the App Store. An internet connection is required"

While attempting to use the Mac App Store on your Mac, you may see the message, "Cannot connect to the app store. An internet connection is required." There are a few different situations that can cause this message to appear. Please consider each of the following situations and their potential resolutions.