It is necessary to go beyond aggregate numbers or indices since they are unable to reflect the diversity and linkages of the actors and activities that constitute the innovation process today. R&D data provide information about some of the inputs to innovation but have little information on the outputs. They tend to be more useful for measuring technology-based activities, which are influenced by industrial stmcture, and only cover one element of the broader concept of innovation.