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Although the phrase sometimes refers to issues surrounding copyright and open access and sometimes to scholarship analyzing the online world, digital scholarship—emanating, perhaps, from digital humanities—most frequently describes discipline-based scholarship produced with digital tools and presented in digital form.

Though the recent popularity of the phrase digital scholarship reflects impressive interdisciplinary ambition and coherence, two crucial elements remain in short supply in the emerging field. First, the number of scholars willing to commit themselves and their careers to digital scholarship has not kept pace with institutional opportunities. Second, today few scholars are trying, as they did earlier in the web's history, to reimagine the form as well as the substance of scholarship. In some ways, scholarly innovation has been domesticated, with the very ubiquity of the web bringing a lowered sense of excitement, possibility, and urgency. These two deficiencies form a reinforcing cycle: the diminished sense of possibility weakens the incentive for scholars to take risks, and the unwillingness to take risks limits the impact and excitement generated by boldly innovative projects.

Although sometimes confused with digital scholarship centers, digital humanities centers are often specialized research centers led by a group of faculty and serving only select disciplines rather than a broad campus community. Also, libraries often play only a peripheral role in digital humanities centers.1 In contrast, libraries or IT organizations have a key role in digital scholarship centers.

The typical university is in constant tension between autonomous academic departments, which control curriculum and faculty hiring and promotion, and a strong president, who controls funding and is responsible only to the lay board of directors who own the place. Also thrown into the mix are a jumble of independent institutes, research centers and academic programs that have emerged in response to a variety of funding opportunities and faculty initiatives. The resulting institution is a hustler’s paradise, driven by a wide array of entrepreneurial actors: faculty trying to pursue intellectual interests and forge a career; administrators trying to protect and enrich the larger enterprise; and donors and students who want to draw on the university’s rich resources and capitalize on association with its stellar brand. These actors are feverishly pursuing their own interests within the framework of the university, which lures them with incentives, draws strength from their complex interactions and then passes these benefits on to society.

The biggest problem facing the American system of higher education today is how to deal with its own success. In the 19th century, very few people attended college, so the system was not much in the public spotlight. Burgeoning enrollments in the 20th century put the system center stage, especially when it became the expectation that most people should graduate from some sort of college. As higher education moved from being an option to becoming a necessity, it increasingly found itself under the kind of intense scrutiny that has long been directed at American schools.

The danger posed by this accountability pressure is that colleges, like the K-12 schools before them, will come under pressure to narrow their mission to a small number of easily measurable outcomes. Most often the purpose boils down to the efficient delivery of instructional services to students, which will provide them with good jobs and provide society with an expanding economy. This ignores the wide array of social functions that the university serves. It’s a laboratory for working on pressing social problems; a playpen for intellectuals to pursue whatever questions seem interesting; a repository for the knowledge needed to address problems that haven’t yet emerged; a zone of creativity and exploration partially buffered from the realm of necessity; and, yes, a classroom for training future workers. The system’s organizational messiness is central to its social value.

A few years after I graduated my alma mater decided to overhaul their generals program. After much contentious wrangling over what students should or should be forced to study, the faculty tasked with developing the general curriculum settled on an elegant compromise: there would be no generals. Except for a basic primer course in mathematics and writing, general credit requirements were jettisoned entirely. Instead, faculty made a list of all majors, minors, and certificates offered at the university, and placed each into one of three categories: science and mathematics, the humanities, and professional skills. From this point forward all students would be required to gain a separate qualification in each of the three categories.

Here are a few specific examples you can apply to your instructional design process to help learners with metacognition: Model the metacognitive process during instruction (or in one-on-one consultations) to ask and reflect on big picture questions such as: “What questions can you answer with this tool?” “What can you not do with this tool?” Keep in mind some answers may be simple (e.g., this tool can only work with data in this way, so it is excluded automatically). Also, “Did I get the results I expected? What could I have done differently?” Start with inquiry and build conversations based on the learner’s answers. “Is it the data that does not work? Or is the research question fundamentally wrong to begin with?” Collaborate with faculty to teach together, modelling your practices while demonstrating a specific tool. This could include thinking aloud as you make decisions so learners can self-correct assumptions. Also, be aware of your own expert bias so you can demonstrate how to clear obstacles. Ask learners to specifically define what is difficult for them during the process of instruction. Digital humanities tools are complex and are based on complex methodologies and research questions. By constructing opportunities for learners to self-question as they move from one task to another, they learn to self-assess their progress and adjust accordingly. There are several instructional design activities that promote metacognition: think-pair-share, one minute paper (“share a key concept learned” or “what comes next?”), and case studies.

There are specific strategies we can implement to help learners escape the recursive spiral of the liminal state they experience while managing complex digital projects: One of the most challenging aspects of teaching digital tools is forgetting what it is like to be a novice learner. Sometimes being a near-novice oneself helps you better prepare for the basic problems and frustrations learners are facing. But recognizing liminality is a reminder to you as a teacher that the learning process is not smooth, and it requires anticipating common difficulties and regularly checking in with learners to make sure you are not leaving them behind. When meeting with learners one-on-one, make sure to use your in-depth reference interview skills to engage in methods discussions. When a learner is in the liminal state, they are not always able to “see the forest for the trees.” Your directed questions will illuminate the problems they are having and the solutions they had not seen. Pay close attention to the digital humanities work and discussions happening on your own campus, as well as across the academic community. Working through the liminal space may require helping learners make connections to others facing similar problems. Also follow online discussions in order to point your learners to a wide variety of group learning opportunities, such as the active digital humanities community on Slack.9 When designing instructional opportunities, such as workshops and hackathons, pay particular attention to outreach strategies that may bring like-minded learners together, as well as diverse voices. For example, invite the scholar whose project was completed last year to add a more experienced voice to the conversation. By encouraging the formation of learning communities on your campus, you are creating safe spaces to help learners navigate the liminal state with others who may be on the other side of struggling with specific digital project issues. In designing instructional activities, guide learners through visualization exercises that help to identify “stuck” places. Making graphic representations of one’s thoughts (e.g., concept maps) can highlight areas that require clarification.