For more information about the data visualisation used in this paper see this blogpost: https://medium.com/p/testing-an-alternative-visualisation-of-ordinal-data-and-regression-in-r-1dc838fcaa2d?source=email-798db20dffc7--writer.postDistributed&sk=0fc5b0eae59639f3b689ffe6481077f2