Yes, this will depend on the monitor and your graphics driver settings. Some, like Zombine210 mentioned, will just have black bars on the top and bottom. Some will stretch the image to fill the screen, distorting it to fill in that extra space.
In most video drivers, you can set whether your graphics card or your monitor handles resolution/aspect ratio scaling. How your monitor itself handles non-native aspect ratios is dependent upon the make/model.