Dr. Androulla Michaeloudis is a senior Lecturer in Statistics at the Middlesex University Business School, London. She is a Fellow of the Royal Statistical Society. Dr. Michaeloudis has published papers in International Journals in the area of student profiling and performance. She has published handbooks for Quantitative Methods for Business and MINITAB manuals for Students studying in Business and Management Programmes.