Replication Data for: Distinguishing Racism from Ideology: A Methodological Inquiry

Research using symbolic racism has provided evidence that racial bias has widespread social and political impact in the United States, influencing phenomena such as opposition to policies designed to help blacks, disapproval of Barack Obama, and membership in the Tea Party. However, symbolic racism has a racial component and a conservative component, so many researchers have attempted to isolate the racial component of symbolic racism with statistical control; however, the literature lacks guidelines about the effectiveness of such statistical control. To address this shortcoming, I report results from two studies using the 2012 ANES Time Series Study. Study 1 provides guidelines for the effect size necessary to support an inference that variation in a dependent variable is influenced by the racial component of symbolic racism. The nature of this racial component has been inconsistently described in the literature, so Study 2 reports evidence that symbolic racism sometimes predicts black opposition to policies designed to help blacks, which suggests that the characterization of the residual effect of symbolic racism as racial animosity is stronger than warranted by the data. Together, these studies can help researchers better identify when racial bias is an influence and better understand what this influence represents.