I have encountered some occurrences of phrases of the type:

>the correlation between variables is strong, **and significantly so**...

and was asked to explain what the part after the comma meant. Although I know the meaning, I couldn't give a precise answer despite searching for a formal description. 

Could someone please explain what the construction used here is, and provide some more examples (which do not use the word *significantly* but have the same construction).