American Sociological Association

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  1. Network Effects in Blau Space: Imputing Social Context from Survey Data

    We develop a method of imputing ego network characteristics for respondents in probability samples of individuals. This imputed network uses the homophily principle to estimate certain properties of a respondent’s core discussion network in the absence of actual network data. These properties measure the potential exposure of respondents to the attitudes, values, beliefs, and so on of their (likely) network alters.

  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. 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).
  4. Numbers, Narratives, and Nation: Mainstream News Coverage of U.S. Latino Population Growth, 1990–2010

    Ideologies that support racial domination and White supremacy remain foundational in U.S. society, even as the nation becomes increasingly diverse and progressively focused on quantitative measurement. This study explores how a prominent mainstream news outlet represents the growth of the nation’s second largest population, Latinos, within this changing demographic and numeric environment.
  5. Traveling across Racial Borders: TripAdvisor and the Discursive Strategies Businesses Use to Deny Racism

    Travel and leisure activities can bring many rewards, and yet for those deemed “racialized Others,” these same activities can be fraught with anxiety and tension. As in all aspects of society, racism mediates the rewards of travel and leisure. Decisions about when and how to confront racism are central in the lives of those considered racialized Others. Given a wish to de-escalate racist situations and respond later, some individuals are using online platforms to call out racism.
  6. Urban Regimes in Small Russian Towns

    This article presents the outcomes of a research project conducted in five small Russian towns. Different coalitions between local actors take place in all communities. However, coalitions that meet the criteria of the urban regime (in Stone's classical interpretation) have been discovered, with certain reservations, only in two towns.