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This research highlights the scenarios that might serve as a strategic vision to describe a future beyond the current library, one which both guides provosts and creates a map for the transformation of human resources and technology in the university research libraries. The scenarios offer managerial leaders an opportunity to envision new roles for librarians and staff which brings a much needed focus on the development of human resources as well as a thought-stream to understand decisions which effectively and systematically move the organization toward a strategic vision.

These scenarios also outline possible future directions research libraries could take by focusing on perspectives from library directors, provosts, and administrators for human resources. The four case study scenarios introduce potential future roles for librarians and highlight the unsustainability of the current scholarly communications model as well as uncertain factors related to the political, social, technical, and demographic issues facing campuses. Given the changes institutions face, scenarios allow directors to include more uncertainty when developing and articulating a vision. These scenarios may start a discussion, before a strategic planning process, to sharpen the evaluations and measures necessary to monitor achievements that define the value of the library.

This chapter describes five disciplinary domains of research or lenses that contribute to the design of a team tutor. We focus on four significant challenges in developing Intelligent Team Tutoring Systems (ITTSs), and explore how the five lenses can offer guidance for these challenges. The four challenges arise in the design of team member interactions, performance metrics and skill development, feedback, and tutor authoring. The five lenses or research domains that we apply to these four challenges are Tutor Engineering, Learning Sciences, Science of Teams, Data Analyst, and Human–Computer Interaction. This matrix of applications from each perspective offers a framework to guide designers in creating ITTSs.