It’s popular because it’s easy to produce, and it maintains the appearance of a print document.
Interactive PDF has been around for several years and can be produced by most recent versions of InDesign.
While EPUB and the Adobe Digital Publishing Suite draw a lot of attention, the most popular kind of digital publishing produced in Adobe InDesign is interactive PDF.