American Sociological Association

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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. Does Intra-household Contagion Cause an Increase in Prescription Opioid Use?

    Opioid use claims many thousands of lives each year. This article considers the diffusion of prescription opioid (PO) use within family households as one potential culprit of the proliferation of these medications. In an analysis of hundreds of millions of medical claims and almost 14 million opioid prescriptions in one state between 2010 and 2015, we show that the use of POs spreads within family households.

  3. Testing Life Course Models Whereby Juvenile and Adult Adversity Combine to Influence Speed of Biological Aging

    The present study extends prior research on the links between social adversity and aging by employing more comprehensive measures of adversity and a new gene expression index of aging. Hierarchical regression and 20 years of data from a sample of 381 black Americans were used to test models regarding the impact of social adversity on speed of aging. Consistent with the early life sensitivity model, early adversity continued to predict accelerated aging after controlling for adult adversity.
  4. Uncertainty and Social Influence

    Much research documents that uncertainty is an important factor in the social influence process. We argue that there are two senses in which uncertainty plays a role. First, task uncertainty is a necessary but variable condition for social influence to occur. Second, uncertainty reduction is a mechanism producing social influence. We discuss how tasks can vary in the level of uncertainty they entail and how this impacts the mechanisms resulting in social influence. In this context, we predict that task uncertainty moderates social influence and that uncertainty reduction mediates it.
  5. 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.

  6. Why Are Women Penalized in Product Markets?

    Previous research using data from eBay found that women receive lower prices than men when selling the exact same products. The current project explores why this gender gap obtains and why some products have larger gender price gaps than others. To answer these questions, we exploit the variation in the gender price gap across products found in the earlier eBay data together with new survey data on the perceptions people have about seemingly male-typed and female-typed products and about people’s uncertainty about the prices of products.

  7. Freedom and the Iranian Women’s Movement

    The women of Iran are intimately familiar with repression and segregation. Iran’s mandatory dress code—veiling—is but one of many restrictions that regulate and control women’s bodies and shape their sense of agency and freedom.
  8. Legally a Lady

    In a period of ambiguous legal culture between the U.S. Civil War and the legal imposition of Jim Crow, court cases reveal Black women navigating race, class, and gender as they sought a seat in the Ladies’ Car and claimed their right to dignity within American society.
  9. Detention, Disappearance, and the Politics of Family

    Examining immigrant detention and forced disappearance through their effects on family and social networkds reveals the pernicious power of state removals.
  10. Historical Shadows: The Links between Sundown Towns and Contemporary Black–White Inequality

    I contribute to our understanding of black–white inequality in the United States by assessing the legacy of “sundown towns.” Sundown towns are places that restricted who could live there based on ideas about race. The often-violent tactics employed to create and maintain all-white spaces reshaped dramatically the demographic and social landscape of the non-South. I extend previous research on sundown towns by examining their association with contemporary black–white economic inequality.