American Sociological Association



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  1. 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.
  2. Analyzing Meaning in Big Data: Performing a Map Analysis Using Grammatical Parsing and Topic Modeling

    Social scientists have recently started discussing the utilization of text-mining tools as being fruitful for scaling inductively grounded close reading. We aim to progress in this direction and provide a contemporary contribution to the literature. By focusing on map analysis, we demonstrate the potential of text-mining tools for text analysis that approaches inductive but still formal in-depth analysis.
  3. Context and Change: A Longitudinal Analysis of Attitudes about Immigrants in Adolescence

    Research has explored many different relationships between contextual influences, such as levels of immigration or economic condition, and attitudes about immigrants, with mixed results. These have largely been international comparative studies using cross-sectional data, therefore they have been unable to make claims about changes in environmental context translating to changes in attitudes of respondents.

  4. Intragenerational Variations in Autobiographical Memory: China’s “Sent-Down Youth” Generation

    The relationship between generation and memory instantiates a theme central to sociology: the intersection between history and biography. This study addresses two gaps in the literature. First, whereas the dominant approach uses a cognitive concept of memory operationalized as naming events, I focus on autobiographical memory represented in life stories, in which members of a generation understand the meanings of their personal past as part of a historical event.

  5. Visualizing Individual Outcomes of Social Mobility Using Heatmaps

    Research on the consequences of social mobility usually draws on information about categorical origin and destination variables as well as an outcome variable. The author shows an example of a heatmap created in Stata to visualize the relationship between social mobility and poor self-rated health in Germany and discusses the advantages of this heatmap approach to other visualization approaches.

  6. Raising Global Children across the Pacific

    Different opportunity structures and different perceptions of risk within the global economy shape the ways parents of similar class and ethnic backgrounds strive to prepare their children for the future.

  7. Trouble in Tech Paradise

    The structures of the tech industry, with its dependence on highly skilled immigrant workers, and the H-1B visa, with its dependence on sponsoring companies, bind tech workers in a cycle of legal violence.

  8. The Global Increase in the Socioeconomic Achievement Gap, 1964 to 2015

    The “socioeconomic achievement gap”—the disparity in academic achievement between students from high- and low-socioeconomic status (SES) backgrounds—is well-known in the sociology of education. The SES achievement gap has been documented across a wide range of countries. Yet in most countries, we do not know whether the SES achievement gap has been changing over time. This study combines 30 international large-scale assessments over 50 years, representing 100 countries and about 5.8 million students.

  9. Crossing Categorical Boundaries: A Study of Diversification by Social Movement Organizations

    When do protest organizations borrow issues or claims that are outside their traditional domains? Sociologists have examined the consequences of borrowing claims across movement boundaries, but not the antecedents of doing so. We argue that movement boundaries are strong when there is consensus about the core claims of a social movement, which we measure by cohesion and focus. Cohesion and focus enhance the legitimacy of a movement and impede member organizations from adopting claims associated with other movements.

  10. Trends in U.S. Gender Attitudes, 1977 to 2018: Gender and Educational Disparities

    These figures display gender- and education-related gaps in U.S. gender attitudes from 1977 to 2018. The authors use data from the General Social Survey (N = 57,224) to estimate the historical trajectory of U.S. attitudes about women in politics, familial roles, and working motherhood. Of all attitudes analyzed, Americans hold the most liberal attitudes toward women in politics, with no gender gap and little educational difference on this issue. Attitudes toward familial roles have the largest educational gap but a small gender difference.