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  1. The Geometry of Culture: Analyzing the Meanings of Class through Word Embeddings

    We argue word embedding models are a useful tool for the study of culture using a historical analysis of shared understandings of social class as an empirical case. Word embeddings represent semantic relations between words as relationships between vectors in a high-dimensional space, specifying a relational model of meaning consistent with contemporary theories of culture.
  2. Mapping Cultural Schemas: From Theory to Method

    A growing body of research in sociology uses the concept of cultural schemas to explain how culture influences beliefs and actions. However, this work often relies on belief or attitude measures gleaned from survey data as indicators of schemas, failing to measure the cognitive associations that constitute schemas. In this article, we propose a concept-association-based approach for collecting data about individuals’ schematic associations, and a corresponding method for modeling concept network representations of shared cultural schemas.
  3. Talking Your Self into It: How and When Accounts Shape Motivation for Action

    Following Mills, several prominent sociologists have encouraged researchers to analyze actors’ motive talk not as data on the subjective desires that move them to pursue particular ends but as post hoc accounts oriented toward justifying actions already undertaken.
  4. Meaning and Modularity: The Multivalence of “Mechanism” in Sociological Explanation

    Mechanisms are ubiquitous in sociological explanation. Recent theoretical work has sought to extend mechanistic explanation further still: into cultural and interpretative analysis. Yet it is not clear that the concept of mechanism can coherently unify interpretation and causal explanation within a single explanatory framework. We note that sociological mechanistic explanation is marked by a crucial disjuncture.
  5. “Daddies,” “Cougars,” and Their Partners Past Midlife: Gender Attitudes and Relationship and Sexual Well-Being among Older Adults in Age-Heterogenous Partnerships

    Discussion of “daddies” has exploded in popular discourse, yet there is little sociological research on age-heterogenous partnerships. This paper uses data from the 2013 Midlife in the United States survey and the 2015–2016 National Social Life, Health, and Aging Project to examine age-heterogenous partnerships at older ages (63 was the approximate average age of each sample).

  6. Freedom and Frustration: Rachel Dolezal and the Meaning of Race

    Where ethnoracial boundaries are treated as rigid and real, their consequences are also rigid and real. But if Rachel Dolezal had lived in Brazil, she would have been just another negra frustrada.

  7. 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).
  8. The Temporal Logic of Deservingness: Inequality Beliefs in Two Postsocialist Societies

    Employing a cultural sociological approach, this article asks how individuals from two postsocialist societies articulate principles of justice by providing narrative accounts of other peoples’ perceived choices and social mobility trajectories after 1989.
  9. Japanese Gentrification from a Local Community Perspective

    Japanese urban change after the 1990s, studied mostly under the name of reurbanization or “return to the city centres,” was little understood abroad. To locate Japan in the literature on gentrification, the Horie neighborhood in Osaka's Nishi Ward was studied as an example of post‐bubble neighborhood change. The aim of this study was to account for Horie's present situation after Tachibana Street's revitalization from the perspectives of different social groups.

  10. Placing Racial Classification in Context

    This article extends previous research on place-based patterns of racial categorization by linking it to sociological theory that posits subnational variation in cultural schemas and applying regression techniques that allow for spatial variation in model estimates. We use data from a U.S. restricted-use geocoded longitudinal survey to predict racial classification as a function of both individual and county characteristics.