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  1. Preventing Violence: Insights from Micro-Sociology

    Micro-sociology of violence looks at what happens in situations where people directly threaten violence, but only sometimes carry it out. This process and its turning points have become easier to see in the current era of visual data: cell-phone videos, long-distance telephoto lenses, CCTV cameras. New cues and instruments are on the horizon as we look at emotional signals, body rhythms, and monitors for body signs such as heart rate (a proxy for adrenaline level).
  2. CASM: A Deep-Learning Approach for Identifying Collective Action Events with Text and Image Data from Social Media

    Protest event analysis is an important method for the study of collective action and social movements and typically draws on traditional media reports as the data source. We introduce collective action from social media (CASM)—a system that uses convolutional neural networks on image data and recurrent neural networks with long short-term memory on text data in a two-stage classifier to identify social media posts about offline collective action. We implement CASM on Chinese social media data and identify more than 100,000 collective action events from 2010 to 2017 (CASM-China).
  3. The Organizational Ecology of College Affordability: Research Activity, State Grant Aid Policies, and Student Debt at U.S. Public Universities

    Sociologists have theorized U.S. universities as a heterogenous organizational ecology. We use this lens to compare student debt and college prices for low-income students across public universities according to their research intensiveness and varied state grant aid policies. We show that students at research-intensive public universities have had an easier time repaying student loans than at other schools.
  4. Legally a Lady

    In a period of ambiguous legal culture between the U.S. Civil War and the legal imposition of Jim Crow, court cases reveal Black women navigating race, class, and gender as they sought a seat in the Ladies’ Car and claimed their right to dignity within American society.
  5. Beyond Tracking and Detracking: The Dimensions of Organizational Differentiation in Schools

    Schools use an array of strategies to match curricula and instruction to students’ heterogeneous skills. Although generations of scholars have debated ‘‘tracking’’ and its consequences, the literature fails to account for diversity of school-level sorting practices.

  6. Collective Social Identity: Synthesizing Identity Theory and Social Identity Theory Using Digital Data

    Identity theory (IT) and social identity theory (SIT) are eminent research programs from sociology and psychology, respectively. We test collective identity as a point of convergence between the two programs. Collective identity is a subtheory of SIT that pertains to activist identification. Collective identity maps closely onto identity theory’s group/social identity, which refers to identification with socially situated identity categories. We propose conceptualizing collective identity as a type of group/social identity, integrating activist collectives into the identity theory model.
  7. Understanding Variation in Estimates of Diversionary Effects of Community College Entrance: A Systematic Review and Meta-analysis

    Decades of research have estimated the effect of entering a community college on bachelor’s degree attainment. In this study, we examined the influence of methodological choices, including sample restrictions and identification strategies, on estimated effects from studies published between 1970 and 2017. After systematically reviewing the literature, we leveraged meta-analysis to assess average estimates and examine the role of moderators.

  8. Emergence of Third Spaces: Exploring Trans Students’ Campus Climate Perceptions Within Collegiate Environments

    Our study aims to understand trans students’ perceptions of campus climate, with a particular focus on students’ demographics, academic experiences, and cocurricular experiences. We use Bhabha’s concept of third space as an epistemological lens and Rankin and Reason’s transformational tapestry model as a theoretical framework. Using a national sample of 207 trans collegians from the National LGBTQ Alumnx Survey, we utilize regression analysis supplemented by an analysis of open-ended responses to highlight the experiences of trans respondents.

  9. Life after Deportation

    Deportees' reintegration is shaped by the contexts of reception in their countries of origin and the strength of their ties to the United States. For some, the deprivation and isolation of deportation is akin to a death sentence.

  10. Trouble in Tech Paradise

    The structures of the tech industry, with its dependence on highly skilled immigrant workers, and the H-1B visa, with its dependence on sponsoring companies, bind tech workers in a cycle of legal violence.