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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. Austerity and Anti-Systemic Protest: Bringing Hardships Back In

    This article explores the relationship between hardships and protest in the world-system. Despite the history of discussion of anti-systemic protest, there has been little work that differentiates world-systems contributions to social movement research from others who examine social movements. We contribute to a theory of anti-systemic protest by re-introducing hardships as a crucial element that defines inequalities in the world-system; one consistent source of those hardships are austerity policies imposed in response to debt negotiations.

  3. 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.
  4. Hearing Gender: Voice-Based Gender Classification Processes and Transgender Health Inequality

    This study examines the link between self-rated health and two aspects of gender: an individual’s gender identity, and whether strangers classify that person’s voice as male or female. In a phone-based general health survey, interviewers classified the sex of transgender women (n = 722) and transgender men (n = 446) based on assumptions they made after hearing respondents’ voices.
  5. Anarchism in the Web of Transnational Social Movements

    Anarchists have played a visible and significant role in global civil society since the 19th century and in the New Global Left since it emerged in the 1990s. Horizontalism and social libertarianism have been central components of the contemporary World Revolution and were also important in the world revolutions of 1968 and 1989. Anarchists have participated in the Social Forum process at the global, national and local levels and, in various ways, have influenced the contemporary world revolution far beyond their numbers.
  6. 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.
  7. Equifinality and Pathways to Environmental Concern: A Fuzzy-Set Analysis

    Studying how people understand and develop concern for environmental problems is a key area of research within environmental sociology. Previous research shows that numerous social factors have measurable effects on environmental concern. However, results tend to be somewhat inconsistent across studies on this topic. One possible explanation for this is because these social factors are typically examined as independent from one another. However, these factors are interrelated in complex ways, as shown by research on the moderating effects of race and political ideology on education.
  8. “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).

  9. 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.

  10. 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).