Degree Discipline

Degree Level

Gauging Gun-Based Social Movements Frames: Identifying Frames through Topic Modeling and Assessing Public Engagement of Frames through Facebook Media Posts (open access)

Gauging Gun-Based Social Movements Frames: Identifying Frames through Topic Modeling and Assessing Public Engagement of Frames through Facebook Media Posts

The lack of success of the gun control movement and the success of the gun rights movement in the United States have prompted research into the root causes. Although the political infrastructure, organizational resources, and public interest prove to be important factors in a social movement's success, how each social movement frames their arguments is extremely important for proposing policy initiatives and garnering support. In order to understand how gun control and gun rights organizations frame their arguments this study does two things: (1) performs topic modeling on the six gun control organizations' and three gun rights organizations' press statements to see the frames that each social movement engages in, and (2) identifying these frames in the most popular gun control and gun rights organizations on Facebook to predict likes, comments, and shares. This study is able to identify the top frames in the gun control and gun rights social movements and see how followers of each of these movements engage with each of these frames on Facebook.
Date: July 2023
Creator: Prasanna, Ram
System: The UNT Digital Library

Coercion and Consent among Employer-Sponsored and Dependent Visa Holders: A Study of Indian Workers in the U.S. Information Technology Sector

Highly educated and skilled Indian nationals are the largest recipients of H-1B visas in the US. An employer must be willing to sponsor an H-1B work visa for the worker to continue to live and work in the US. This stipulation has granted US employers unprecedented power over H-1B visa holders, which can be understood as status coercion; employers have state-sanctioned power to threaten or discharge a worker from their status, i.e., visa status, which interconnects work and migration status. While the expansive power of employers to curtail a worker's status is one factor driving the ongoing coercive conditions, the other factor is precarious work. There is a gap in the literature in understanding what occurs at the intersection of status coercion and precarious work, especially within high-skilled information technology (IT) jobs. For instance, how does status coercion operate for employer-sponsored H-1B visa holders? Is it similar for dependent visa workers on H-4 EAD visas that rely on their spouse's H-1B, and F-1 OPT visa workers who have employment authorization from USCIS? Lastly, do these visa workers ever resist status coercion? In this study, I draw on twelve in-depth, semi-structured interviews of Indian nationals in the IT sector on H-1B, …
Date: May 2023
Creator: Jangeti, Neha
System: The UNT Digital Library
r/CryptoCurrency: Discussions of Climate Change (open access)

r/CryptoCurrency: Discussions of Climate Change

In this study, I examine how an online cryptocurrency community discusses the issue of climate change. In particular, I examine distinctive themes present within discussions that occur on the r/CryptoCurrency forum hosted by reddit.com. Existing research has demonstrated that there are significant carbon emissions linked to cryptocurrency. However, cryptocurrency primarily exists as a peer-to-peer system, meaning that the individual perceptions of cryptocurrency adopters may provide insight into how to address the emissions problem. Using latent Dirichlet allocation and publicly available textual data from Reddit, I find that Reddit's cryptocurrency community engages in robust discussions pertaining to the energy needed to power cryptocurrency systems, most of which is generated from fossil fuels. Therefore, the discussions identified in this study suggest that the social aspect of cryptocurrency may be important when examining the links between cryptocurrency and climate change since they help identify what subjects related to climate change are important for this community.
Date: May 2023
Creator: Brickell, Miles
System: The UNT Digital Library