The major takeaway for app developers is that they must provide an experience that goes above and beyond the Web in order to give users an incentive to use an app over the web equivalent.
From the UX Magazine article Five lessons from a year of tablet research on how users tend to use the web even when equivalent apps are available.
Image source: www.flickr.com/photos/nosha/2823903037