I assume the author meant to emphasize reading. And when you try to speed-read/browse multi-column layouts, it's becomes slower because your eye needs to cover a larger horizontal area.
For example, when Flickr transitioned from a single-column to the current row-by-row clusterfuck, it became much harder to quickly find a particular image in someone's photostream.
Pinterest