Judging from the linked article [1] other competing activities (TV, radio, etc) all seem like discretionary ones, so I would guess that it is referring to "leisure" reading, rather than reading as part of work. Likely to be mainly fiction too.

[1] http://www.prnewswire.com/news-releases/nop-world-culture-sc...