Alex did a fantastic job of producing an insightful dissertation that engaged with established literature, while making the most of recent data and cutting edge techniques for company failure prediction. His work benefitted from previous research into the financial practices of UK contractor firms produced within the department. His improvements to construction industry coverage with accounts data will no doubt prove valuable in next year's teaching on the core economics module of MSc programmes.Alex Murray, CPM Teaching Fellow