“…Given the expanded availability of transparent rates and Internet tracking technology, customer-oriented hotels have begun to identify competitors based on their potential customers’ consideration set by using clickstream data in which a consumer’s search results, views, and purchasing process can be fully tracked (Chatterjee and Wang, 2012; Cross et al, 2009; Li and Netessine, 2012). Earlier research has shown that comp sets vary according to consumer measures, including reason(s) for use, frequency of use, price, post-purchase satisfaction, and several demographic variables (Morgan and Dev, 1994). STR, the global leading provider of indices-benchmarking services, currently recommends attributes including price, location, restaurant service, room service, meeting space, complimentary breakfast, loyalty program, full-service amenities, and brand (Li and Netessine, 2012).…”