The document analyzes data on hotel and flight search and booking patterns. It finds that:
1) Guests staying in luxury hotels are more likely to book flights in business or first class and travel on non-economy tickets generally. Upper midscale hotel guests have a higher proportion of first/business class flights than upscale guests.
2) Most hotel searches occur within two weeks of booking, with luxury guests most likely to search and book on the same day. Upper midscale guests tend to start searching furthest in advance.
3) The earlier travelers begin researching hotels, the more searches they conduct on average. Luxury guests search the most, while upper midscale guests search more due to