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  1. Even Supermoms Get the Blues: Employment, Gender Attitudes, and Depression

    This study examines how gender attitudes moderate the relationship between employment and depressive symptoms using data from the 1987 to 2006 waves of the National Longitudinal Survey of Youth 1979 Cohort. Results indicate that at age 40, the association of employment with reduced symptoms of depression is greatest for mothers who had previously expressed support for traditional gender roles. This finding was robust to controls for prior depressive symptoms.
  2. Review Essay: See It with Figures

    The short story is that Kieran Healy’s Data Visualization: A Practical Introduction is a gentle introduction to the effective display of social science data using the R package ggplot2. It is beautifully put together, achingly clear, and effective.
  3. Review Essay: The Digital Surveillance Society

    When hundreds of thousands of protesters filled the streets of Hong Kong this summer, central figures reportedly took no selfies, avoided Facebook and Twitter, installed prepaid SIM cards, stuck to secure messaging apps, and used cash instead of rechargeable subway cards or other cashless payments. It is not clear whether this will help them avoid “conspiracy to commit public nuisance” charges, which led to prison sentences for leaders of the 2014 Umbrella movement (including sociologist Kin-man Chan).
  4. Us versus Them: The Responses of Managers to the Feminization of High-Status Occupations

    What happens when more and more women enter high-status occupations that were previously male-dominated occupations? This article explores how the processes by which the entrance of women into high-status occupations has affected the hiring, income, and perceived competence of women. I present the results of a general population experiment conducted on a large, random sample of the U.S. population. The experiment was designed to explore the hiring, income, and perceived competence of all women when high-status occupations become predominantly female.
  5. 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.
  6. Featured Essay: 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).
  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. Assessing Differences between Nested and Cross-Classified Hierarchical Models

    Sociological Methodology, Volume 49, Issue 1, Page 220-257, August 2019.
  9. Essay: Sociology's New Steps?

    It was the devastating problems linked to the dramatic shift from farm to factory during the nineteenth century that fueled sociology’s origins, whether we turn to Comte, Marx, Weber, Durkheim, or Simmel. Building on the eighteenth-century Enlightenment spirit of the power of reason and freedom as well as the triumphs of the biophysical sciences, they envisaged a powerful science of human behavior that could solve those problems.

  10. Review Essay: Back to the Future

    In one of my undergraduate courses, I show students a photo of Paul Lazarsfeld and Frank Stanton. Of course, neither social scientist is familiar to them, but I argue to my students that Lazarsfeld had a bigger impact on the daily practice of sociology than any member of the Marx/Weber/Durkheim triumvirate they study in classical theory.