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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. 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.
  4. Who Counts as a Notable Sociologist on Wikipedia? Gender, Race, and the “Professor Test”

    This paper documents and estimates the extent of underrepresentation of women and people of color on the pages of Wikipedia devoted to contemporary American sociologists. In contrast to the demographic diversity of the discipline, sociologists represented on Wikipedia are largely white men. The gender and racial/ethnic gaps in likelihood of representation have exhibited little change over time. Using novel data, we estimate the “risk” of having a Wikipedia page for a sample of contemporary sociologists.
  5. Asian Americans in Small-Town America

    Capturing belonging as a dynamic social process for Asian Americans in the historically White rural United States.
  6. Text Analysis with JSTOR Archives

    I provide a visual representation of keyword trends and authorship for two flagship sociology journals using data from JSTOR’s Data for Research repository. While text data have accompanied the digital spread of information, it remains inaccessible to researchers unfamiliar with the required preprocessing. The visualization and accompanying code encourage widespread use of this source of data in the social sciences.

  7. Hillbillies, Genetic Pathology, and White Ignorance: Repackaging the Culture of Poverty within Color-blindness

    Leading up to and since the 2016 presidential election, a recurring theme focusing on poor whites’ role in carrying the Republican nominee to victory gained further credence with the popularity and wide readership of J. D. Vance’s Hillbilly Elegy. Peddling stereotypes of Appalachia as a white dystopia with a backward mountain culture, the memoir seemingly turned the use of culture-of-poverty arguments on whites themselves.
  8. Featured Essay: Lost and Saved . . . Again: The Moral Panic about the Loss of Community Takes Hold of Social Media

    Why does every generation believe that relationships were stronger and community better in the recent past? Lamenting about the loss of community, based on a selective perception of the present and an idealization of ‘‘traditional community,’’ dims awareness of powerful inequalities and cleavages that have always pervaded human society and favors deterministic models over a nuanced understanding of how network affordances contribute to different outcomes. Taylor Dotson’s (2017) recent book proposes a broader timeline for the demise of community.
  9. Place-based Inequality in “Energetic” Pain: The Price of Residence in Rural America

    Despite the tendency for some to view rural life or living close to nature with nostalgia, the unpalatable truth is that rural America is beset with many problems, including lower incomes, higher poverty rates, limited access to well-paying jobs, higher morbidity and mortality rates, inadequate access to health care, and lower educational attainment. In this study, we question whether this palpable rural disadvantage extends to residential energy costs, a subject with serious implications for the well-being of households.
  10. The Role of Social Media in Collective Processes of Place Making: A Study of Two Neighborhood Blogs in Amsterdam

    The wide use of social media has facilitated new social practices that influence place meaning. This paper uses a double case study of two neighborhood blogs in gentrifying communities, to explore the role of social media in sharing place associations and community formation. Drawing on Collins’ theory of interaction ritual chains, this research project investigates how the intertwining of online and offline interaction around the blogs creates interaction chains whereby the place associations of participants in the blog become more aligned, creating an alternative place narrative.