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. The Organizational Ecology of College Affordability: Research Activity, State Grant Aid Policies, and Student Debt at U.S. Public Universities

    Sociologists have theorized U.S. universities as a heterogenous organizational ecology. We use this lens to compare student debt and college prices for low-income students across public universities according to their research intensiveness and varied state grant aid policies. We show that students at research-intensive public universities have had an easier time repaying student loans than at other schools.
  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. Industry, Firm, Job Title: The Layered Nature of Early-Career Advantage for Graduates of Elite Private Universities

    Using concepts associated with effectively maintained inequality theory and horizontal stratification, the authors ask whether the private-public dividing line is a “threshold of consequence” for early-career market entry. To address this empirically, the authors use a novel LinkedIn data set to analyze job pathways for the graduating class of 2016 from the top 25 private and top 25 public universities in the United States.

  5. Stability and Change in Americans’ Perception of Freedom

    Any American will tell you, this nation’s highest ideal is freedom. Survey data teases out how race, income, and political affiliation inflect individuals’ sense of lilberty.
  6. Uneven Neighborhood Recovery: Hurricane Damage and Neighborhood Change in the Houston–Galveston Region Since 1970

    Despite the growing number of natural disasters around the globe, limited research exists on post‐disaster patterns of neighborhood change. In this paper, we test two theories of neighborhood change, the “recovery machine” and “rent gap,” which predict opposing effects for low socioeconomic status (SES) neighborhoods following damage from hurricanes, tropical storms, and other natural hazard events.

  7. Serial Filing: How Landlords Use the Threat of Eviction

    While recent research has illustrated the frequency and deleterious consequences of eviction, the number of executed evictions pales in comparison to the number of poor families threatened with eviction. This paper uses interviews with 127 randomly sampled landlords and property managers in Baltimore, Dallas, and Cleveland to examine their strategies related to eviction, with a focus on the extended process of evicting rather than the discrete instance of eviction.

  8. Going Easy and Going After: Building Inspections and the Selective Allocation of Code Violations

    Sociologists have demonstrated how public and private actors reproduce economic and racial inequality, by protecting the values of lucrative real estate, enforcing the tastes of elite and middle‐class populations, and unfavorably sorting low‐income and minority residents. Building inspections and code violations affect each of these processes. Yet, we know remarkably little about how decisions about building code violations are made.

  9. Double Minority Status and Neighborhoods: Examining the Primacy of Race in Black Immigrants’ Racial and Socioeconomic Segregation

    Sociologists have long viewed spatial assimilation as a measure of minorities’ socioeconomic progress. While assimilation increases as socioeconomic status (SES) improves, blacks remain more highly segregated than any other race/ethnic group. I use the locational attainment model to determine whether black immigrants—like their U.S.‐born counterparts—are highly segregated.

  10. Between Tolerant Containment and Concerted Constraint: Managing Madness for the City and the Privileged Family

    How do public safety net and elite private mental health providers cope with a key dilemma since psychiatric deinstitutionalization—managing madness when people have the right to refuse care? I observed two approaches to voluntary community-based services, one that tolerates “non-compliance” and deviant choices, and another that attempts to therapeutically discipline clientele. The puzzle, given theories of the paternalistic governance of poverty, is that select poor patients are given autonomy while the privileged are micro-managed.