Do people read paragraphs with font's size bigger than 18 px

I have felt always there are good for one lines. But when you have even small paragraphs, big fonts with big line heights gets in the way of reading. Like you have to struggle just to read them.

What's the usual opinion in web graphic design community? has there been any research or analytics on it?