Posts in "Research"

When is a gap not a gap? Doing research that hasn't already been done

An undergrad sent me a message thanking me for my post A Start-to-Finish Literature Review Workflow and asked the question:

Is there an exhaustive way of making sure that the literature gap you have identified is genuinely a gap?

The short answer is, no. There isn’t. But there are ways to get close.

In my experience, the best way to begin is with a specific research topic in mind, but before you have fully developed a question. You get familiar with the literature using the tips from step 4 in my workflow: Identify potential literature.

  • Consult with a trusted colleague.
  • Search databases.
  • Search Google Scholar.
  • Follow citations backwards.
  • Follow citations forwards.

After you look at the abstracts for these and eliminate the ones that are outside the scope of your topic, pay close attention when you’re doing your Abstract-Introduction-Conclusion extraction reading to suggestions for future research. In my experience, this is the most fruitful way to find gaps. Both my Master’s paper and dissertation research questions were suggested in the future research section of other scholars’ work.

As H. L. Goodall says in Writing the New Ethnography,

To locate a gap in any scholarly literature requires that you read a lot. (emphasis original)

Goodall offers some more specific advice as well:

  • Start with the most recent literature.
  • Notice which things are referenced repeatedly - the references all the most recent work has in common.
  • Make a chart of names, relationships to institutions, and arguments.
  • Look for patterns of citations, themes, and topics.

I don’t think I can give better advice than that. I’ll close out with more from Goodall:

You are reading for the storyline. You may not be sure what you are using it for, at least not yet. But that is all right. Be patient. Ideas, and uses for them, often take time.

You are also reading to find out what is collectively written about an idea, what individual voices have to say about that collective idea, and for an opening that you can address.

There’s no shortcut, I’m afraid. You have to jump into the literature before you know what the gap is. When everything you’ve read is referencing everything else, it’s safe to trust you’ve got a good sense of the topic and know where the gaps are.

I love my job and some yammering about writing

How are you doing, Internet? I’m obviously Not Okay, with my mom having leukemia and all, but I’m trying to do things besides worry about her anyway. I’m doing pretty well at that.

Have we talked about how much I love working for the Connected Learning Lab? Maybe we have. I’ll say a little more about it anyway. I styled myself for this type of position throughout my PhD program, in spite of having no expectation that such a position would be available. I always live a better life when I just do whatever is interesting or exciting to me and let professional opportunities arise as they may. (Woo-woo types would say this is because my Human Design type is Projector and I would not argue with them.)

My job is to read about what’s making it hard for teen librarians to support connected learning in their libraries, interview them about it, analyze a bunch of data from my reading and interviews, and work with a team to develop tools to help teen librarians with this. It is dreamy as can be. Teen librarians (and librarians who serve teens and others as well) tend to be pretty awesome, based on my encounters with them. On their best days, they want to make space for what lights teens up. (On their worst days, I would guess they probably just want to go home. Being a school or public librarian is really hard as well as being rewarding.)

I do feel a need to figure out what’s next, which is why I’m doing Jen Polk’s PhD Career Clarity program. I wouldn’t have been able to pay for this as a student, but my consulting/content development work with Quirkos paid enough that I could actually afford it. Yay!

My previous explorations with ImaginePhD have indicated that writing, publishing, and editing is a good career family given my skills and interests, and I don’t disagree. I still find myself attracted to the idea of being a freelancer, so I’m doing some thinking and planning and learning about what that would look like. The ideal situation for me would either be enough consulting to cover the bills paired with writing as a creative outlet, or some sort of dream job instead of the consulting. I don’t think I want to depend on freelance writing for my income, but I do think I want to get words out of me and in front of human people.

Blogging even on days when I don’t have A Topic in mind is a gesture toward that. So is doing Morning Pages, and the Artist’s Way more broadly. (I’m still doing that at my very glacial pace.)

I’m reading through Joanna Penn’s Author 2.0 Blueprint and the posts and books she mentions in it. I’ll probably pick Bird by Bird up soon. I thought I’d read it before, but it’s not on my list of books I’ve read. I know I have a paperback copy somewhere but I think it’s lost in a pile of stuff in the attic, so I’m going to buy the ebook for my Kobo, too.

I definitely idealize writing as an art form. I don’t know a way around that, and I’m not sure I want to. I don’t have this idea of a person who spends all their time sitting in a garret writing, because as I learned when I was doing improv, you have to go experience life if you want to make art about it. (You could make art about sitting in a garret, I suppose.) When I watched Hamilton, the thing that stood out for me that for some reason had eluded me in listening was writing as a throughline in the whole story. The lyrics “I wrote my way out” and “Why do you write like you’re running out of time?” had made an impression, of course, but something about seeing it brought it out as bigger than a leitmotif. What’s bigger than a leitmotif? I don’t know. Something really big.

There was some other art that I was thinking about that has contributed to this idealization, but I don’t know what it is. Definitely the story of Donna Tartt spending so much time on her writing at Bennington College was part of it.

Anyway. I am unapologetically romantic about writing as art and craft, but very realistic about the ways in which it can be a career.

How are things going for you?

🔖 Read As We May Think by Vannevar Bush

This 1945 essay by Vannebar Bush is one of the first texts they had us read when I got my MS in Library Science.

Notes and highlights

A record if it is to be useful to science, must be continuously extended, it must be stored, and above all it must be consulted.


one needs not only to make and store a record but also be able to consult it,


every time one combines and records facts in accordance with established logical processes, the creative aspect of thinking is concerned only with the selection of the data and the process to be employed and the manipulation thereafter is repetitive in nature and hence a fit matter to be relegated to the machine


Whenever logical processes of thought are employed—that is, whenever thought for a time runs along an accepted groove—there is an opportunity for the machine.


There may be millions of fine thoughts, and the account of the experience on which they are based, all encased within stone walls of acceptable architectural form; but if the scholar can get at only one a week by diligent search, his syntheses are not likely to keep up with the current scene.


The human mind does not work that way. It operates by association. With one item in its grasp, it snaps instantly to the next that is suggested by the association of thoughts, in accordance with some intricate web of trails carried by the cells of the brain. It has other characteristics, of course; trails that are not frequently followed are prone to fade, items are not fully permanent, memory is transitory. Yet the speed of action, the intricacy of trails, the detail of mental pictures, is awe-inspiring beyond all else in nature.

Bush points out that indexing systems and rules do not duplicate the human mind - we must convert our own mental associations to a form we can use to search them - but that the human mind works by association. I extrapolate from this the idea of hypertext as a model of how the mind works. I’m going to keep an eye out for other instances of this idea.


if the user inserted 5000 pages of material a day it would take him hundreds of years to fill the repository, so he can be profligate and enter material freely.

How many people use Evernote as a Memex?


When the user is building a trail, he names it, inserts the name in his code book, and taps it out on his keyboard. Before him are the two items to be joined, projected onto adjacent viewing positions. At the bottom of each there are a number of blank code spaces, and a pointer is set to indicate one of these on each item. The user taps a single key, and the items are permanently joined. In each code space appears the code word.

This is tagging.


There is a new profession of trail blazers, those who find delight in the task of establishing useful trails through the enormous mass of the common record.

It me! This is kinda what people who operate as web librarians do. Web librarian isn’t my job title or description, but it’s just kind of who I am.


His excursions may be more enjoyable if he can reacquire the privilege of forgetting the manifold things he does not need to have immediately at hand, with some assurance that he can find them again if they prove important.

This is one of my difficulties. I put a lot of stuff in my blog-as-memex but don’t have a good way of surfacing them again. Theoretically I could do this with categories, but that gets overwhelming fast. This is why I’m thinking about using a blog and a wiki together for this purpose.


He may perish in conflict before he learns to wield that record for his true good.

I fear this is so.


Future Directions for Connected Learning in Libraries

This is the fourth post in a series contextualizing my position as a researcher of connected learning.

Here are all the posts published so far:

  1. What Is Connected Learning?
  2. How Connected Learning Happens in Libraries
  3. Connected Learning in Libraries: Changes and Challenges

There are a number of opportunities for connected learning to grow in libraries. Here I’ll discuss some of them, beginning with the one most relevant to my current work.

Research-Practice Partnerships Research-Practice Partnerships allow library professionals to develop connected learning environments and programs in collaboration with researchers of learning and information sciences. The project I’m working on, Transforming and Scaling Teen Services for Equity, Diversity, and Inclusion (TS4EDI) is one such partnership. Myself and other researchers at the Connected Learning Lab, including PI Vera Michalchik and Research Manager Amanda Wortman, are working with state librarians in Rhode Island and Washington first to identify barriers and challenges to libraries creating CL environments and programs and then to develop resources to help library professionals overcome those barriers and challenges. The state librarians will recruit local public librarians in their state to be part of this partnership, and those public librarians will recruit youth to participate, as well. Other examples include the ConnectedLib project and the Capturing Connected Learning in Libraries project.

Brokering Youth Opportunities in Libraries Connected learning research over the past 10 years has highlighted the importance of caring adults or peers as brokers or sponsors for youth as they build their networks surrounding an interest. These brokers/sponsors can connect youth with other people and resources to help them expand their network and identify opportunities for learning and achievement related to their interest. Current research literature doesn’t explicitly offer guidance on brokering as a distinct activity, investigate the extent to which librarians currently act as brokers, or illuminate how youth may serve as peer brokers in the library setting. Research-practice partnerships and library professional-led professional development could address these questions.

Bringing Connected Learning to School and Academic Libraries So far, connected learning has been documented mostly in informal settings. A few studies have looked at connected learning in formal settings, but those tend to be individual classrooms rather than school or academic libraries. One area that offers potential for CL in these settings is the connection between interests and information literacy. This was the focus of my dissertation, in which I examined the information literacy practices of cosplayers. Cosplayers engage in connected learning as they learn about their interest, build relationships with each other, and find opportunities to contribute to the cosplay community or even become professional cosplayers. Throughout these elements of connected learning, cosplayers engage in information literacy, identifying resources, evaluating them, and even creating new resources. Because school and academic libraries are the primary center for information literacy education in their institutions and because they are not tied to a specific academic discipline, they have the potential to create opportunities for connected learning as learners build their information literacy practices.

That’s all for this series of blog posts, but I expect to write a lot more about connected learning through the course of my work at the Connected Learning Lab, so if you find this interesting, stay tuned!

Connected Learning in Libraries: Changes and Challenges

This is the third post in a series contextualizing my position as a researcher of connected learning. Here are all the posts published so far:

  1. What Is Connected Learning?
  2. How Connected Learning Happens in Libraries
  3. Connected Learning in Libraries: Changes and Challenges

While libraries are poised to be environments conducive to connected learning, they may need to undergo further shifts to expand their support for connected learning. This involves a number of considerations:

Resources. Library professionals must consider not only physical and digital resources, but human resources as well - using “resource” to describe a person the same way we might use it to describe a book or a website. Library professionals can serve as a point of connection between learners, mentors, and other people in the environment beyond the specific context of the connected learning activities.

Technology and space. Current library policies may need to be updated to enable learners to engage in shared practices, socializing, collaborating, and publishing their work online.

Evaluation. Libraries have traditionally focused on quantitative measures of impact, such as how many people attended a particular program. These measures may not be sufficient to capture the impact of connected learning. Measures of connected learning need to capture the way learners move with their learning across settings beyond spaces controlled by the library; identifying specific desired outcomes can facilitate capturing evidence of and communicating the impact of a program. Qualitative data such as interviews or open-ended survey questions may capture this impact better than or alongside quantitative measures.

Role of library professionals. Library professionals must learn to consider themselves as sponsors and brokers of youth learning rather than mentors or authority figures. This means helping youth find other people and communities to support their learning and focusing on enhancing learning rather than enforcing behavior-based policies.

Program design. To create programming that fosters connected learning, library professionals may need to co-design with youth rather than deciding programming in advance and offering it to youth without their early input.

Competencies. The creators of the ConnectedLib project identified the following necessary competencies for library professionals to support youth’s connected learning:

  1. …they must be ready and willing to transition from expert to facilitator…
  2. …[they] need to apply interdisciplinary approaches to establish equal partnership and learning opportunities that facilitate discovery and use of digital media…
  3. …they should be able to develop dynamic partnerships and collaborations that reach beyond the library into their communities…
  4. …they should be able to evaluate connected learning programs and utilize the evaluation results to strengthen learning in libraries… (Hoffman et al., 2016, p. 19)

Professional development. Library professionals often will not have been trained in these competencies during their education, so they may need to continue their own learning via in-house professional development, programs provided by professional organizations, open online learning resources, and formal educational experiences. The ConnectedLib toolkit is one example of an open online learning resource directed at meeting this need, while the University of Maryland’s Youth Experience In-Service Training is an example of a formal educational experience designed to build these competencies.

I identified these potential shifts to library practices in response to a number of challenges libraries face in developing and implementing connected learning programming, including:

Attracting teens to skill-building programming. For some advanced interest-based experiences, youth need a foundational set of knowledge. For example, to create a sophisticated video game, a teen would first need a foundational understanding of game design and computer programming. It is a challenge to attract novice learners to this kind of programming.

Working with technology. Library professionals may lack the digital tools they need due to library policy, may know how to design or facilitate technology-focused or -infused programming, or may not feel comfortable acting as effective digital media mentors.

Unfamiliarity with the Connected Learning model. Library professionals may struggle with integrating all the different spheres and elements of the model. They may not have the knowledge, skills, or training they need to successfully implement the model.

Culture clashes. Teen culture may sometimes clash with library culture, requiring library professionals to negotiate these conflicting cultures to create programming that has a strong impact in teens’ lives.

The next and, I think, final post in this series will address future directions for connected learning in libraries.

How Connected Learning Happens in Libraries

This is the second post in a series contextualizing my position as a researcher of connected learning. Here are all the posts published so far:

  1. What Is Connected Learning?
  2. How Connected Learning Happens in Libraries

The first element of connected learning is interest. Libraries explicitly support the exploration of personal interests in both their collections and their programming. The second element is relationships. Libraries are intergenerational spaces that can be (but aren’t always) inclusive of people from nondominant groups. Libraries can serve as a bridge that connects formal and informal learning. Libraries are increasingly spaces where youth can have shared experiences creating new knowledge. They are third places, neither school nor home, where youth can gather, connect around their shared interests, and meet adult mentors and sponsors who can help them leverage a variety of resources in pursuing those interests.

A note about third places in the time of COVID-19: For many of us (the luckiest among us, I would argue), there is only one place: home, which is also work, which is sometimes also school, which is also where we do whatever social activity we do. This is certainly true for me. That said, online library programming can act as a virtual third space, a place to go for something that isn’t all about home or work responsibilities. I’ll be interested to see how scholarship around this shift evolves. A quick search for “‘third places’ COVID” on Google Scholar demonstrates that scholars are already thinking about this, including in the specific context of public libraries. I am exercising extreme restraint to not jump down a rabbit hole of exploring that research right now.

There are some examples of connected learning happening in both public and school library spaces. If you’d like to explore them, here are some links:

The next post in this series will discuss some of the challenges of creating connected learning experiences in libraries and some shifts libraries may need to undergo to provide more connected learning experiences.

What is Connected Learning?

I start working remotely for the Connected Learning Lab tomorrow and while a lot of people are excited for me, most of them don’t actually understand what I’m going to be doing. So I’m writing a blog series that I hope will explain that somewhat, and this is the first post. If you’ve read my comps chapter on Connected Learning or seen my Connected Learning and the IndieWeb talk, some of this will be familiar.

Connected learning can be conceived of in three ways: as a type of learning experience that occurs spontaneously, as an empirically-derived framework for describing that type of experience, and as a research and design agenda aimed at expanding access to that type of learning experience. My brother-in-law, P., is actually a phenomenal example of a Connected Learner.

In high school and college, P. was interested in playing guitar. He started hanging out at a local guitar shop, connecting with a community there of peers and mentors. Through the connections he made, he was offered the opportunity to be lead guitarist for a tribute band, and that job took him all over the world. He has since embarked on a different but related career, working in media law. This area of law might not have been of interest to him if he hadn’t had experience working in the music industry.

That’s an example of a spontaneously occurring connected learning experience. From experiences like this, scholars have created a model to describe connected learning. This model includes three elements of connected learning: interests, relationships, and opportunities. P. was interested in music, built relationships at the guitar shop, and it led him to opportunities to perform as part of a working band and become a lawyer.

A Venn diagram demonstrating three elements: interests, relationships, and opportunities. The center of this diagram is labeled Connected Learning.

Image Source: The Connected Learning Alliance

This type of experience is easier to access with more financial and temporal support; the research and design agenda surrounding connected learning is an equity agenda that aims to broaden the availability of this kind of experience, making it possible for nondominant youth who might require additional support to access connected learning. One way to do that is to bring this kind of experience into public spaces serving nondominant youth - public spaces like libraries.

The work I’m doing with the Connected Learning Lab is part of a grant funded by the Institute of Museum and Library Services examining key needs for teen services in libraries:

(1) the challenges library staff face in designing and implementing CL programming for underserved teens and the means for overcoming these challenges, (2) ways library staff can use evaluative approaches to understand youth needs in CL programming, and (3) the means of demonstrating the value of CL programs and building stakeholder support for increasing their scope and scale, particularly to serve equity goals.

The products of this research will include

training modules, guidebooks, mentoring supports, case studies, videos, practice briefs, topical papers, and blogs.

These are some of my favorite kinds of things to create, so I’m extra excited.

My next post in this series will talk about how Connected Learning is already happening in libraries, with some examples from actual libraries.

My post-PhD identity crisis, #motherscholar edition

I am making a few notes here now that I hope to turn into a longer post later. As I scrolled Twitter and read there what some colleagues have been working on, I started to feel my current post-PhD existential crisis take a new and unexpected shape: the shape of wishing I knew a way to stay in academia.

Here are the things that have kept me from pursuing an academic career after graduation:

  • watching tenure-track colleagues be miserable
  • lack of mobility (it would be very challenging to find a position, even tenure-track, that would be worth uprooting my family for, and I refuse to live apart from my family)
  • being a mother (I also refuse to prioritize career over family)
  • being chronically ill/variably disabled (I also refuse to prioritize career over health)

Here are the things that today appeal to me about academia:

  • pursuing a research agenda that I design

That’s actually about it, and as a freelance academic/independent researcher, I can probably work out a way to do that but today it feels like it’s in conflict with everything else I’ve got going on.

Which is why I’m going to dive into the #motherscholar literature.

More on that later.