If I'm browsing the web, I'm already reading textual content so reading is about as low effort as can be. Watching a video means "context switching", reading to watching, along with making sure I've got headphones on, pausing any music I'm listening to etc.
That's not to say the above is true for everyone, but for some people, watching a video is substantially less convenient and entails more effort than reading text.