Believe it or not, this is a 'feature' in Office. It's called soft text.
If you want to turn this off, perform the following:
- Within Microsoft Word, go to File -> Options.
- Within that window ,select Advanced and then scroll down to 'Display.'
- Scroll to the bottom of that section and uncheck the option for 'Use subpixel positioning to smooth fonts on screen.'