See D.J. Mattingly, Imperialism, Power, and Identity: Experiencing the Roman Empire (Princeton, NJ: Princeton Univ. Press, 2011) and H.A. Friedman, “Industry and Empire: Administration of the Roman and Byzantine Faynan” (University of Leicester: unpublished PhD, 2008).