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  1. 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.
  2. Anarchism in the Web of Transnational Social Movements

    Anarchists have played a visible and significant role in global civil society since the 19th century and in the New Global Left since it emerged in the 1990s. Horizontalism and social libertarianism have been central components of the contemporary World Revolution and were also important in the world revolutions of 1968 and 1989. Anarchists have participated in the Social Forum process at the global, national and local levels and, in various ways, have influenced the contemporary world revolution far beyond their numbers.
  3. Transnational Social Movement Organizations and Counter-Hegemonic Struggles Today

    World-systems analysts have drawn our attention to the importance of the long-standing worldwide struggles of subaltern groups to defend their livelihoods and address fundamental conflicts of our times. Climate change, financial volatility, and rising inequality are exposing the existential threats the global capitalist system poses to growing numbers—many of whom once enjoyed some of its benefits. These urgent challenges create possibilities for social movements to attract more widespread support for alternatives to global capitalism.
  4. Classical World-Systems Analysis, the Historical Geography of British North America, and the Regional Politics of Colonial/Revolutionary New York

    A less-appreciated aspect of earlier or “classical” works of world-systems analysis (WSA), in particular that of Braudel, Frank, and Wallerstein in the 1970s-80s is the examination of why the thirteen North American colonies that became the United States split from Great Britain. Specifically, why did some of Britain’s North American colonies revolt in the mid-1770s, but not others? Why were some colonists pro-independence while others preferred remaining within the empire?
  5. A General Framework for Comparing Predictions and Marginal Effects across Models

    Many research questions involve comparing predictions or effects across multiple models. For example, it may be of interest whether an independent variable’s effect changes after adding variables to a model. Or, it could be important to compare a variable’s effect on different outcomes or across different types of models. When doing this, marginal effects are a useful method for quantifying effects because they are in the natural metric of the dependent variable and they avoid identification problems when comparing regression coefficients across logit and probit models.
  6. Getting the Within Estimator of Cross-Level Interactions in Multilevel Models with Pooled Cross-Sections: Why Country Dummies (Sometimes) Do Not Do the Job

    Multilevel models with persons nested in countries are increasingly popular in cross-country research. Recently, social scientists have started to analyze data with a three-level structure: persons at level 1, nested in year-specific country samples at level 2, nested in countries at level 3. By using a country fixed-effects estimator, or an alternative equivalent specification in a random-effects framework, this structure is increasingly used to estimate within-country effects in order to control for unobserved heterogeneity.
  7. Assessing Differences between Nested and Cross-Classified Hierarchical Models

    Sociological Methodology, Volume 49, Issue 1, Page 220-257, August 2019.
  8. 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).
  9. Austerity and Anti-Systemic Protest: Bringing Hardships Back In

    This article explores the relationship between hardships and protest in the world-system. Despite the history of discussion of anti-systemic protest, there has been little work that differentiates world-systems contributions to social movement research from others who examine social movements. We contribute to a theory of anti-systemic protest by re-introducing hardships as a crucial element that defines inequalities in the world-system; one consistent source of those hardships are austerity policies imposed in response to debt negotiations.

  10. 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.