Matthew L. Jacobsmeier

Estimating the Impact of State Policies and Institutions with Mixed-Level Data

Researchers are often interested in the effects of state policies and institutions on individual behavior or other outcomes in sub-state-level observational units, such as election results in state legislative districts. In this article, we examine the issue of clustered data in state and local politics research and the analytical problems it can cause. Standard estimation methods applied in most regression models do not properly account for the clustering of observations within states, leading analysts to overstate the statistical significance of coefficient estimates, especially of state-level factors. We discuss the theory behind two approaches for dealing with clustering—clustered standard errors and multilevel modeling—and argue that calculating clustered standard errors is a more straightforward and practical approach, especially when working with large datasets or many cross-level interactions. We demonstrate the relevance of this topic by replicating a recent study of the effects of state post-registration laws on voter turnout (Wolfinger, Highton, and Mullin 2005).

Public Opinion and Judicial Behavior in Direct Democracy Systems: Gay Rights in the American States

Although the U.S. judiciary is designed to be an independent and counter-majoritarian arbiter of the law, many states feature electoral institutions that may expose judges to public pressure. Scholars have demonstrated that judicial elections provide a clear link between public opinion and judicial decision making that may undermine the ability of courts to act in counter-majoritarian ways to protect minority rights. We extend this line of inquiry by examining whether direct democracy institutions have a similar effect of enhancing the impact of public opinion on judicial behavior and reducing the likelihood of judges voting in favor of minority rights. Empirical results from an analysis of gay rights cases in the American states from 1981 to 2004 provide evidence that direct democracy, in conjunction with electoral retention methods, significantly increases the effect of public opinion on judicial decisions.

Evaluating Policy Representation with Dynamic MRP Estimates: Direct Democracy and Same-Sex Relationship Policies in the United States:

Does direct democracy strengthen popular control of public policy in the United States? A major challenge in evaluating policy representation is the measurement of state-level public opinion and public policy. Although recent studies of policy responsiveness and congruence have provided improved measures of public opinion using multilevel regression and poststratification (MRP) techniques, these analyses are limited by their static nature and cross-sectional design. Issue attitudes, unlike more general political orientations, often vary considerably over time. Unless the dynamics of issue-specific public opinion are appropriately incorporated into the analyses, tests of policy responsiveness and congruence may be misleading. Thus, we assess the degree of policy representation in direct democracy states regarding same-sex relationship recognition policies using dynamic models of policy adoption and congruence that employ dynamic MRP estimates of attitudes toward same-sex marriage. We find that direct democracy institutions increase both policy responsiveness and congruence with issue-specific public opinion.