The main Z variable in the model was industrial production as a proportion of GDP, which was found to be significant and have the expected sign (energy consumption increasing with industrial production) for all countries except France and Germany; in the UK manufacturing was used instead. For the USA business investment was found to have a small nega- tive correlation. However for the purpose of this paper, these variables have not been altered in simulations.