A 40-page analysis was prepared for Royal Dutch Shell in November 2014. It analyses the fitness and competitiveness of the South African economy and introduces a novel analysis with machine-learning tools of the interconnectivity of the product network. Scenarios are described how South Africa might enter into or escape from a potential middle income trap.

The report is client confidential.