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  1. 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).
  2. How College Makes Citizens: Higher Education Experiences and Political Engagement

    One function of undergraduate education is supporting successful citizenship later in life. Educational achievement is positively, if variably, related to political engagement. However, questions remain about the role of selection into college education as well as the specific college experiences that facilitate postcollege good citizenship.

  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. Taking a Knee

    Simon E. Weffer, Rodrigo Dominguez-Martinez, and Raymond Jenkins on the timing and prevalence of NFL protests.

  5. Featured Article: Struggling to Connect: White and Black Feminism in the Movement Years

    Why did an interracial feminist movement fail to develop in the United States? Were white feminists racist?

  6. Royall Must Fall: Old and New Battles on the Memory of Slavery in New England

    There is much scholarly and public debate over how slavery should be remembered, especially in the southern United States. We have seen this recently with the case of Charlottesville, Virginia, where protest ensued over a statue of Robert E. Lee. However, attention should also be paid to the history of slavery in the northern United States, particularly in places such as New England, where attempts were made to silence this history.

  7. Crossing Categorical Boundaries: A Study of Diversification by Social Movement Organizations

    When do protest organizations borrow issues or claims that are outside their traditional domains? Sociologists have examined the consequences of borrowing claims across movement boundaries, but not the antecedents of doing so. We argue that movement boundaries are strong when there is consensus about the core claims of a social movement, which we measure by cohesion and focus. Cohesion and focus enhance the legitimacy of a movement and impede member organizations from adopting claims associated with other movements.

  8. The Advantaged Cause: Affect Control Theory and Social Movements

    The role of grievances in drawing public concern and activist support is a surprisingly understudied topic in modern social movement literature. This research is the first to parse issues into core components to understand whether some grievances are more successful than others in evoking reactions that can benefit social movements.

  9. Do‐It‐Yourself Urban Design: The Social Practice of Informal “Improvement” Through Unauthorized Alteration

    There are numerous ways in which people make illegal or unauthorized alterations to urban space.

  10. Transnational Social Movement Organizations and Counter-Hegemonic Struggles Today

    World-systems analysts have drawn our attention to the importance of the long-standing worldwide struggles of subaltern groups to defend their livelihoods and address fundamental conflicts of our times. Climate change, financial volatility, and rising inequality are exposing the existential threats the global capitalist system poses to growing numbers—many of whom once enjoyed some of its benefits. These urgent challenges create possibilities for social movements to attract more widespread support for alternatives to global capitalism.