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  1. 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.
  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. Cumulative Effects of Bullying and Racial Discrimination on Adolescent Health in Australia

    This study examined how cumulative exposure to racial discrimination and bullying victimization influences the health of Australian adolescents (n = 2802) aged 10 to 11 years (19.3% visible ethnic minorities [nonwhite, non-Indigenous]; 2.6% Indigenous) using data from three waves (2010–2014) of the nationally representative Longitudinal Study of Australian Children (LSAC). Cumulative exposure to racial discrimination and bullying victimization had incremental negative effects on socioemotional difficulties.
  5. We Want Black Students, Just Not You: How White Admissions Counselors Screen Black Prospective Students

    Most historically and predominantly white institutions (HPWIs) now desire some number of black students on their campuses. However, recent theoretical scholarship suggests that HPWIs’ desire for and willingness to embrace black students is predicated on their racial palatability. The theory of intraracial discrimination stipulates that white gatekeepers are increasingly inclined to screen blacks to “weed out” those they perceive as too concerned with race and racism.

  6. 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.
  7. 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.