The first category is research that measures the level of guest satisfaction and identifies the shortfall of the service delivery, e.g. Gu and Ryan (2008), Ryan and Huimin(2007), and Barsky and Nash (2003). These tend to be more for managerial purposes as they are diagnostic in nature.