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  1. 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).
  2. “Change Agents” on Two Wheels: Claiming Community and Contesting Spatial Inequalities through Cycling in Los Angeles

    This study uses participant observation to examine how an all‐female collective in Los Angeles uses urban cycling culture as a way to contest inequalities and advocate for social change in communities of color. Bridging the literatures on gentrification and social movements, I examine how the collective uses the bicycle as a unifying tool to draw disparate individuals together and, through the group's practices and rituals, generates a shared sense of collective identity and politicized consciousness embedded within the uneven spatial development of Los Angeles.

  3. More than Sound: Record Stores in Majority Black Neighborhoods in Chicago, Milwaukee, and Detroit, 1970–2010

    Music consumption imbues a city's neighborhoods with a character all their own, contributing to a vibrant and dynamic map of urban cultures. Brick‐and‐mortar music retailers remain an important site for this consumption, persisting despite challenges posed by digitization. But the landscape of contemporary cultural consumption has been shaped by urban inequality over time.

  4. Algorithmic Control in Platform Food Delivery Work

    Building on an emerging literature concerning algorithmic management, this article analyzes the processes by which food delivery platforms control workers and uncovers variation in the extent to which such platforms constrain the freedoms—over schedules and activities—associated with gig work.
  5. 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).
  6. 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.

  7. 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.
  8. Racial/Ethnic Hierarchy and Urban Labor Market Inequality: Four Poignant Historical Cases

    The sociological literature, although rich on the topic of racial/ethnic hierarchy, often overlooks its spatially varying nature relative to group tensions and inequality. In this article, we address this gap by drawing on and analyzing four historically important U.S. urban cases (i.e., Atlanta, Chicago, Los Angeles, and New York City) that reflect both compositional diversity and significant variation in racial/ethnic group sizes. Our analyses, which draw on U.S.

  9. How College Makes Citizens: Higher Education Experiences and Political Engagement

    One function of undergraduate education is supporting successful citizenship later in life. Educational achievement is positively, if variably, related to political engagement. However, questions remain about the role of selection into college education as well as the specific college experiences that facilitate postcollege good citizenship.

  10. 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.