This article is a bit long, but there are some very interesting points. The most important being that the decline of the Arabic world was caused by a move to irrationalism.

But the Islamic turn away from scholarship actually preceded the civilization’s geopolitical decline — it can be traced back to the rise of the anti-philosophical Ash’arism school among Sunni Muslims, who comprise the vast majority of the Muslim world.