I would recommend reading Bernard Lewis, _What Went Wrong?: Western Impact and Middle Eastern Response_, which discusses the early stages of this conflict -- the failure of the Ottoman Empire. I'd also recommend reading up on the fall of the Qing dynasty, which occurred at about the same time, for about the same reasons; the two histories aren't the same, by any means, but they shed a little light on each other.
