There is a growing interest in the fuel efficiency of ships because of fuel prices, climate change and energy security issues. This has resulted in, amongst other things, a regulation governing the design efficiency of new ships called the Energy Efficiency Design Index. This study analyses which factor or factors have contributed to changes in the average design efficiency over time and what their relative importance has been.