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  1. 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).
  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. The Demography of Multigenerational Caregiving: A Critical Aspect of the Gendered Life Course

    Multigenerational caregiving is important because it affects social and economic outcomes. Existing studies usually exclude theoretically and empirically important aspects—emotional care and horizontal care—that may systematically underestimate gender differences. In this study, we comprehensively describe caregiving by gender and age and examine how sensitive estimates are to the inclusion of directions and types of care.

  4. Expensive Childcare and Short School Days = Lower Maternal Employment and More Time in Childcare? Evidence from the American Time Use Survey

    This study investigates the relationship between maternal employment and state-to-state differences in childcare cost and mean school day length. Pairing state-level measures with an individual-level sample of prime working-age mothers from the American Time Use Survey (2005–2014; n = 37,993), we assess the multilevel and time-varying effects of childcare costs and school day length on maternal full-time and part-time employment and childcare time.
  5. Sociology, Teaching, and Reflective Practice: Using Writing to Improve

    The scholarly literature on teaching sociology contains relatively little about improving courses from one semester to the next. In this article, I describe a method for continual teaching improvement that is based on writing, the well-established practice of teacher reflection, and classical sociological principles. This method was developed through the analysis of nine semesters of autoethnographic data that I collected in the form of daily reflective notes.

  6. Exploring Classroom Climate in Sociology Courses Using Syllabi

    The classroom climate shapes students’ learning and instructors’ teaching experience in profound ways. This study analyzes classroom climate statements in syllabi from various sociology courses to understand the extent that sociology instructors highlight climate issues and how climate is conceptualized in their syllabi. Drawing from data from two different times periods (pre-2005 and post-2010), the current study examines the frequency of classroom climate statements, the factors that may contribute to the presence of a statement, and themes within these statements.

  7. “I Understand What They’re Going through”: How Socioeconomic Background Shapes the Student Service-learning Experience

    Traditional service-learning pedagogy assumes that learning occurs when contact between relatively advantaged students and a relatively disadvantaged service population reduces prejudice. However, little is known about how students whose backgrounds are similar to the populations they serve process this learning experience. This study explores the connections between socioeconomic status and learning trajectories within service-learning. Students provided written reflections on a service-learning experience focused on food insecurity as part of course requirements.

  8. Integrating Community-based Research into a Senior Capstone Seminar: Lessons Learned from a Mixed-methods Study

    This article describes a senior capstone, Neighborhoods and Health, which used community-based research (CBR) as its primary pedagogy. Students in the course drew upon multiple research methods and forms of data to provide our partner, the Urban Farming Institute of Boston, with an array of research products in support of the revitalization of a historic farm in the Boston neighborhood of Mattapan.

  9. 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.
  10. Breaking Down Walls, Building Bridges: Professional Stigma Management in Mental Health Care

    Though most mental health care today occurs in community settings, including primary care, research on mental illness stigma tends to focus on hospitalization or severe mental illness. While stigma negatively impacts the health of those with a range of mental problems, relatively little research examines how providers work with clients to confront and manage mental illness stigma. Calling on 28 interviews with providers in a range of mental health care settings, this paper reveals providers’ roles in managing mental illness stigma.