This section of my website allows visitors to explore the research I've published and presented throughout my career.
Although they can be explored in rough chronological order below, it may be easier to explore my research by: overarching research projects; cross-cutting research topics; research methods I've used; co-authors I've worked with; or journals, books, and conferences I've published in or presented at.
When available, each entry includes an abstract or excerpt and a link to a PDF or preprint copy.
Thinking beyond Library and Information Science: Interdisciplinary inspiration for children and youth services curricula
Scholars working in the area of children and youth services (CYS) have called for researchers and educators to look to disciplines outside of Library and Information Science (LIS) for inspiration in moving this area of the field forward. In this paper, we explore the opportunities provided by incorporating theoretical approaches and concepts from the fields of childhood studies, learning sciences, and educational technology in three separate special topics courses offered at the University of Kentucky. In these courses, we draw on our knowledge and expertise within fields external to LIS in order to encourage our students to think deeply and critically about how they think about, interact with, and provide services for children and youth. While two of the three courses are not solely focused on children and youth, all include content relevant to CYS professionals. In each section, we highlight the ways in which our different disciplinary expertise influences both the material we teach and the ways in which we teach. We then discuss the commonalities amongst our experiences and the potential that incorporating concepts and theories from these and other disciplines has for broadening CYS curricula more generally.
Lifting the veil on TeachersPayTeachers.com: An investigation of educational marketplace offerings and downloads
TeachersPayTeachers.com (TpT) has emerged as an alternative to traditional curricular publishing houses; however, the critical investigation into this for-profit platform is limited. The aggregate content offered and downloaded from the platform through 2019 was Web-scraped, enabling us to construct a content model of TpT and provide descriptive results regarding the interactions between content, technology, and users/usage on TpT. We find TpT’s content model implicitly redefines what constitutes an education, elevating holiday activities and classroom decor to the same level as established curriculum. In terms of content, learning standards were largely absent and user ratings were uniformly high, casting doubt upon the validity of these technological features. 87.9% of resources were under $5, however, many small sales add up across users, indicating the platform extracts significant value from educators and schools. We discuss how the online educational marketplace phenomenon stands to impact the future of curriculum production and the teaching profession.
How students and principals understand ClassDojo: Emerging insights
ClassDojo is a classroom communication and behavior management app intended to “bring every family into [the] classroom” (www.classdojo.com). The features of the platform include a points system to facilitate classroom management, instant teacher-parent communication (on the individual or class level), and student portfolios (among others). While ClassDojo claims to be used in over 95% of schools in the United States, there is little known about how students or principals interact with and understand the platform’s features and data. Drawing upon a mixed-methods study in a small state in the Southeastern United States, this article offers empirically driven insight into how students and principals perceive new digital education apps like ClassDojo. In particular, this analysis speaks to stakeholder attitudes toward the use of the app with regard to if and how it is mediating student-teacher and student-parent relationships. In so doing, this article offers early insights from a state-specific case into how the use of and experience of ClassDojo is situated within the broader educational experiences of students.
Gab, Parler, and (mis)educational technologies: Reconsidering informal learning on social media platforms
‘Alternative’ social media platforms like Parler and Gab—on which hate speech and conspiracy theories often exist unchecked—present an opportunity for instructional designers and other education professionals to revisit assumptions about informal learning on social media. Employing a conceptual framework that distinguishes education from miseducation, we use these controversial platforms to argue that educators should more fully consider: 1) the miseducation happening in learning spaces, 2) how the design of educational technologies may amplify miseducation, and 3) the importance that formal education resist miseducation.
Mormonism as meme in government-sponsored operations on Twitter
A general suspicion of Mormonism in American politics and media dates back to the 19th century and continues today. Weber (2019) has described Mormonism as a ‘meme’ that is malleable enough to symbolize different things for different audiences in different contexts. In this study, I examine the presence of ‘Mormonism as meme’ in 511 posts composed by government-sponsored Twitter accounts as part of information operations before, during, and after the 2016 U.S. presidential election. I retrieved these posts from a dataset of government-sponsored tweets made available by Twitter and used a mix of computational and human methods to determine: 1) which countries used Mormonism as meme, 2) whether government-sponsored accounts originated or amplified these messages, 3) what identities government-sponsored accounts adopted, and 4) how government-sponsored accounts used Mormonism as a meme. This study’s results indicate that six governments invoked Mormonism as part of their information operations during this time frame. Venezuela pursued a strategy that depended on using pro-Trump accounts to repeatedly share messages describing Mormons as communitarian and insular. Other countries (including Russia and Iran) pursued more subtle strategies, more often retweeting others’ posts than writing their own. However, they still invoked aspects of Mormonism that called into question its compatibility with liberal, conservative, or broadly American values. As a whole, these posts correspond with both Weber’s (2019) description of Mormonism as malleable meme and information operations’ twin purposes of influencing the 2016 election and dividing Americans.
Academic, social, and cultural learning in the French #bac2018 Twitter hashtag
Despite the continued use of social media in educational contexts, there remains skepticism about whether platforms like Twitter can actually contribute to learning. In this paper, we argue that such skepticism is based on an overly narrow conception of learning that focuses on academic performance and disregards other manifestations. To advance this argument, we document use of the #bac2018 Twitter hashtag in the month leading up to the 2018 baccalauréat exams (the “bac”), which are significant not only for their role in the French educational system but also for their connections with broader French society and culture. We found that participants engaged in sharing notes; slacking, doubting, and fearing; requesting retweets; preferring topics; complaining; connecting with bac heritage and experience; joking; and showing awareness of time. In keeping with the significance of the bac, we found that these practices within the #bac2018 hashtag were associated with not only academic learning but also social and cultural practices that are significant despite their absence from any formal curriculum. These findings underline the complexity and richness that characterizes learning—especially in digital contexts.
The influence of policy and context on teachers' social media use
Research on teachers’ use of social media has typically assumed that it is a) driven by a need for professional learning and b) best understood in terms of individual motivations. In this study, we use a dataset of nearly 600,000 tweets posted to one or more of 48 Regional Educational Twitter Hashtags associated with 44 U.S. states. To explore the influence of local contextual factors on hashtag- and account-level activity in these hashtags, we use an analytic approach heretofore uncommon in social media-focussed education research: generalised linear and multilevel modelling. At the hashtag level, higher numbers of teachers within a state, proportions of students receiving subsidised meals, student-to-teacher ratios, and amounts of state spending per child are associated with more activity within a regional hashtag; by contrast, more left-leaning state governments and citizenries are associated with less activity. At the account level, more experienced accounts and accounts in more right-leaning states contribute more tweets to these hashtags. These findings reinforce established understandings of Twitter as a site for teacher learning; however, they also underline the importance of acknowledging other important purposes of teachers’ Twitter use, including receiving emotional support and engaging in activism.
Considerations for using social media data in learning design and technology research
Social media platforms have firmly established themselves as phenomena of interest for Learning Design and Technology (LDT) researchers, and the data accessible from these platforms provide new methodological possibilities. Given the number, diversity, and constant evolution of both social media platforms and research tools, it would be inappropriate to suggest that there is a single correct way to carry out LDT research with social media data. In contrast, this chapter introduces six broad, interconnected steps to social media research: Conducting Ethical Research; Framing the Research; Organizing the Research Process; Collecting Data; Analyzing Data; and Writing, Sharing, and Publicizing Research. Each step is associated with several considerations, careful attention to which will guide researchers toward a particular correct way to accomplish their specific research objectives.
Where does all the money go? Free and paid transactions on TeachersPayTeachers.com
Online curricular marketplaces such as TeachersPayTeachers.com (TPT) are challenging conventional notions of curriculum, the professionalization of educators, and the exchange of capital in P-12 education. In this research note, we explore these issues by presenting an accounting of: (a) the size and scope of TPT, (b) the number of TPT resources being downloaded, and (c) the financial transactions associated with TPT educator-storefronts. Findings indicated that TPT hosted 4,018,173 classroom resources from 208,748 educator-sellers with 1.5 billion all-time downloads and $3.9 billion in total sales. 69% of all TPT downloads were of free materials. However, an overwhelming 81% of total TPT sales were attributed to the top 1% of educator-sellers (n = 1,524). TPT’s massive scope suggests it has introduced an important disruption in P-12 curriculum, with implications for the professionalization of educators. Furthermore, TPT’s unequal distribution of wealth across educator-sellers suggests disparities in the extent to which individual sellers are part of this disruption.
Differences between teacher-focused Twitter hashtags and implications for professional development
Twitter hashtags may serve as valuable means for teachers’ professional development. However, given the diversity of hashtag spaces and teacher needs, teachers must assess a given hashtag and compare it to their learning needs and preferences before determining whether it would be helpful. To support this reflection, I examine data associated with 60 Regional Educational Twitter Hashtags (RETHs) during the first six months of 2016 to begin describing the variety of teacher learning-focused Twitter spaces and make distinctions between them. My results indicate that these RETHs vary according to their relative focus on sharing, intimacy of personal connection, and volume of activity, each of which has implications for professional development. The dimensions resulting from this study may prove helpful for teachers, teacher educators, and hashtag coordinators.
Influences of game design and context on learners’ trying on moral identities
Games can invite players to try on moral identities, but players ultimately choose how to respond to this invitation. In this study, I explore how the design of a game and the context it is played in affect whether players tried on a moral identity when completing in-game actions. I interviewed seven students who had played an ethics game and asked what influenced their perception of the game’s ethical significance. After coding interview transcripts using an established framework of design and contextual features related to serious games, I found that environmental constraints, formal constraints, goals, and the game context all influenced whether students tried on moral identities during the game, suggesting a complicated relationship between player identity, game design, and game context.
Identifying multiple learning spaces within a single teacher-focused Twitter hashtag
The existing work on teacher-focused Twitter hashtags typically frames each hashtag as a single, unified phenomenon, thereby collapsing or erasing differences between them (and any resulting implications for learning). In this study, we conceived of teacher-focused hashtags as affinity spaces potentially containing subspaces distinguished by synchronous chats and other, asynchronous communication. We used computational methods to explore how participation differed in terms of content, interactions, and portals between these contexts within the #michED hashtag used by Michigan teachers. During the 2015–2016 academic year, #michED saw more non-chat activity than chat activity, and most participants only engaged in one mode of activity or the other. Participation during chats was associated with more replying as well as more socially-, affectively-, and cognitively-related content, suggesting a focus on social interaction. In contrast, non-chat participation was associated with more retweeting, mentioning, hyperlinks, and hashtags, suggesting a focus on content dissemination. These results suggest that different affinity spaces—and different literacy practices—may exist within the same hashtag to support different objectives. Teachers, teacher educators, and researchers should therefore be careful to make these distinctions when considering Twitter as a learning technology for teachers.
Approaches to Mormon identity and practice in the #ldsconf Twitter hashtag
In this paper, we document different expressions of Mormon identity and different approaches to Mormon practice within the #ldsconf Twitter hashtag. In particular, we examine #ldsconf during two important events in the recent history of the Church of Jesus Christ of Latter-day Saints: the presidential transition from Thomas Monson to Russell Nelson in January 2018, and the Church’s formal acceptance of Nelson as Church president in April 2018. Our findings suggest that the #ldsconf hashtag allows for more expression of identity than formal Latter-day Saint contexts and that Twitter hashtags afford a ready audience for religious discussion in which no bounds are set on appropriate identity or practice.
Spam and educators’ Twitter use: Methodological challenges and considerations
Twitter and other social media have assumed important places in many educators’ professional lives by hosting spaces where new kinds of collegial interactions can occur. However, such spaces can also attract unwelcome Twitter traffic that complicates researchers’ attempts to explore and understand educators’ professional social media experiences. In this article, we define various kinds of spam that we have identified in our research on educators’ uses of Twitter. After providing an overview of the concept of spam, we evaluate the advantages and disadvantages of different approaches to addressing the presence of spam in educator-focused Twitter spaces. Then we suggest practical, holistic metrics that can be employed to help identify spam. Through secondary analyses of our past research, we describe the use of such metrics to identify and deal with spam in three specific cases. Finally, we discuss implications of spam and these suggested methods for teacher educators, instructional designers and educational technology researchers.