I don't think that's the reason. I think it actually comes down to the question of why the laws of the physics are the way they are, which happens to be the one thing that one cannot answer as a scientist, because it is a philosophical question. All a scientist can do is demonstrate how these laws are necessary for us to exist and experience the world as we do. Yet we would keep asking the scientists that, and they would keep asking themselves too. And they would try to find simpler, more consistent or more elegant laws of physics just to make it less of an issue, even after we've gotten as far as we can.
However, if the universe is nothing but information, that partly solves the question, or rather it's no longer clear if it still applies. Information operates by some fancy rules that are different from what we have learned to expect from the physical reality. In particular, because of misinformation as a phenomenon, having no information may be equivalent to having all of it in many situations. So it might be that there are no prerequisites for an informational universe to be there, it just would be. And by involving information into the mix, the answer would be no answer.
And from there follows everything crazy – multi-world interpretation of quantum mechanics, other parallel universes – they are all just there, and ‘it's all math!’ None of these are scientific or in the purview of physics, of course.
Being a seemingly simple answer is what makes it tempting – I'm not highly educated in physics, and it still tempts me – half of the time I'm convinced that's the answer, don't know how I would feel if the laws of physics I knew intimately and worked with every day kept reminding me of this. Quantum mechanics seems to beg for a multi-world interpretation (although any interpretation is unscientific and has no bearing on the actual QM), and tends to treat everything as information, and the math looks like nothing my eyes ever saw, so if I worked that every day... Yeah.
(On the other hand, the answer has to be simple, even trivial, because at some point of explaining everything you need stop to avoid following the turtles all the way down. So it's certainly a candidate.)