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  1. Endogenous Dynamics in Contentious Fields: Evidence from the Shareholder Activism Network, 2006–2013

    Endogenous Dynamics in Contentious Fields: Evidence from the Shareholder Activism Network, 2006–2013
  2. Nonlinear Autoregressive Latent Trajectory Models

    Autoregressive latent trajectory (ALT) models combine features of latent growth curve models and autoregressive models into a single modeling framework. The development of ALT models has focused primarily on models with linear growth components, but some social processes follow nonlinear trajectories. Although it is straightforward to extend ALT models to allow for some forms of nonlinear trajectories, the identification status of such models, approaches to comparing them with alternative models, and the interpretation of parameters have not been systematically assessed.
  3. Comment: Bayes, Model Uncertainty, and Learning from Data

    The problem of model uncertainty is a fundamental applied challenge in quantitative sociology. The authors’ language of false positives is reminiscent of Bonferroni adjustments and the frequentist analysis of multiple independent comparisons, but the distinct problem of model uncertainty has been fully formalized from a Bayesian perspective.
  4. We Ran 9 Billion Regressions: Eliminating False Positives through Computational Model Robustness

    False positive findings are a growing problem in many research literatures. We argue that excessive false positives often stem from model uncertainty. There are many plausible ways of specifying a regression model, but researchers typically report only a few preferred estimates. This raises the concern that such research reveals only a small fraction of the possible results and may easily lead to nonrobust, false positive conclusions. It is often unclear how much the results are driven by model specification and how much the results would change if a different plausible model were used.
  5. Comparing Regression Coefficients Between Same-sample Nested Models Using Logit and Probit: A New Method

    Logit and probit models are widely used in empirical sociological research. However, the common practice of comparing the coefficients of a given variable across differently specified models fitted to the same sample does not warrant the same interpretation in logits and probits as in linear regression. Unlike linear models, the change in the coefficient of the variable of interest cannot be straightforwardly attributed to the inclusion of confounding variables. The reason for this is that the variance of the underlying latent variable is not identified and will differ between models.

  6. Not in Your Backyard! Organizational Structure, Partisanship, and the Mobilization of Nonbeneficiary Constituents against “Fracking” in Illinois, 2013–2014

    In the interest of enlarging their constituencies, social movements often broaden mobilization efforts beyond the directly aggrieved, beneficiary populations. The authors examine this process through an analysis of a movement against unconventional oil and gas development (UOGD or “fracking”) in Illinois. Using data on more than 37,000 public comments submitted during a regulatory review of fracking, the authors examine the composition of the antifracking movement’s constituency.
  7. Text Analysis with JSTOR Archives

    I provide a visual representation of keyword trends and authorship for two flagship sociology journals using data from JSTOR’s Data for Research repository. While text data have accompanied the digital spread of information, it remains inaccessible to researchers unfamiliar with the required preprocessing. The visualization and accompanying code encourage widespread use of this source of data in the social sciences.

  8. Visualizing Belief in Meritocracy, 1930–2010

    In this figure I describe the long trend in popular belief in meritocracy across the Western world between 1930 and 2010. Studying trends in attitudes is limited by the paucity of survey data that can be compared across countries and over time. Here, I show how to complement survey waves with cohort-level data. Repeated surveys draw on a representative sample of the population to describe the typical beliefs held by citizens in a given country and period.
  9. Does Labor Union Utility Increase Workers’ Organizational Commitment and Job Satisfaction? The Moderating Role of Labor Union Membership

    The purpose of this study is to address whether labor union members’ organizational commitment and job satisfaction are more influenced by labor union utility than those of nonunion employees. This study uses data from the Korean Labor and Income Panel Study published by the Korea Labor Institute. The study’s methodology employs panel data regression analysis. The findings are that labor union utility increases workers’ organizational commitment and job satisfaction and that these effects are positively greater for labor union members than nonunion employees.
  10. Black-white Biracial Students’ Evaluations of Blackness: The Role of College in Shaping Racial Regard

    This study explores biracial students’ racial regard, an evaluative component of racial identity that captures positive and negative feelings about the racial groups to which one belongs. Drawing on data from interviews with 62 black-white biracial students attending predominantly white institutions (PWIs) or historically black colleges and universities (HBCUs), I explore the conditions of educational contexts that promote or hinder development of positive racial regard.