Below are posts associated with the “webscraping” method.
The dark side of affinity spaces for teacher professional learning
The affinity space framework has proven useful for explaining and understanding teacher activity on social media platforms. In this study, we explore the ‘dark side’ of teacher affinity spaces by documenting a partisan teachers’ group on an alternative social media platform. We used a mix of a priori and emergent coding to analyse screenshots of posts and comments from a public teachers’ group and group administrators’ activity on the broader platform. Findings indicate that although the group administrators began with a focus on teachers, most participants were non-teachers with political (rather than professional) concerns about US education. Furthermore, administrators both freely engaged with political talking points in their activity outside the teachers’ group and allowed the broader platform culture—including conspiratorial thinking, explicit racism and out-group villainization—to seep in. We conclude by describing how these findings correspond with the key characteristics of an affinity space, including an overlapping of affinities, a lack of concern for professional qualifications, and influence from the broader platform. These findings provide an illustrative example of how teacher affinity spaces can drift from their stated intention within the larger platform context.
'Come for the memes, stay for defending the faith': Far-right and anti-feminist red pill influences in the #DezNat Twitter hashtag
Scholarship on the intersection of Mormonism and the internet has often focused on progressive online voices. However, in recent years, the DezNat movement has challenged the assumption that online Mormonism necessarily trends more liberal than the Latter-day Saint mainstream. In this study, we examine the influence of red pill communities—which include far-right and anti-feminist movements on the internet—on DezNat. We collected 1,378 screenshots of tweets containing the #DezNat hashtag (which often included additional data and context) and engaged in open coding of these tweets, guided by our understanding of red pill concepts and tropes. We found considerable evidence of far-right and anti-feminist influences on DezNat-tagged tweets, suggesting that it is disingenuous for DezNat defenders to describe the movement as merely about Latter-day Saint orthodoxy. However, interpreting our findings through an affinity space framework, we argue that it is impractical—and perhaps impossible—to definitively establish the motivations of all those who participate in the movement. Rather, we suggest that the clear red pill references by DezNat participants provide an opportunity to consider overlaps between Mormonism, the far right, and aggressive anti-feminism—as well as the tensions between intentional ambiguity and boundary maintenance in Latter-day Saint institutions.
Free Speech or Free to Hate?: Anti-LGBTQ+ Discourses in LGBTQ+-Affirming Spaces on Gab Social
This article presents a critical discourse analysis of groups on the free speech social media platform Gab that were intended to be LGBTQ+-friendly but became spaces of queerphobia. Results indicate that Gab users deployed discourses of difference to situate the platform as heteronormative and to denigrate the LGBTQ+ community. In particular, discourses utilized in the name of free speech were used to establish LGBTQ+ individuals as abominations, undergird hegemonic masculinity, and marginalize queer folk by reducing them to sex acts and sex organs. This study provides a better understanding of the (in)efficacy of “free speech” as a content moderation policy and unpacks how anti-LGBTQ+ hate speech spreads in digital spaces.
Gayservatives on Gab: LGBTQ+ communities and far right social media
In the United States, LGBTQ+ individuals are often imagined as inherently politically progressive, but this assumption overlooks the experiences of self-identified LGBTQ+ conservatives. Likewise, although social media platforms are recognized as spaces of identity and community production for LGBTQ+ people generally, less work has considered how they provide a similar forum for “gayservatives.” In response, this article engages in a critical discourse analysis of LGBTQ+-oriented groups on the far right social media platform Gab. Results indicate that far right social media is utilized to connect with other politically similar LGBTQ+ individuals perceived to be absent in one’s offline community. Participants do so via discourses that both regulate and celebrate LGBTQ+ identities, particularly as it relates to hegemonic masculinity. These strategies generally reinforce, but at times reframe, stereotypical narratives about LGBTQ+ individuals. This study provides groundwork for more nuanced understandings of both LGBTQ+ conservatives and the ways power is socialized and embodied through discourses about sexual and gender identities.
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.
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.