B.J.Pol.S., Page 1 of 24 Copyright © Cambridge University Press, 2017
doi:10.1017/S0007123417000369
Does Political Sophistication Minimize Value
Conflict? Evidence from a Heteroskedastic Graded
IRT Model of Opinions toward Climate Change
PAUL M. KELLSTEDT, MARK D. RAMIREZ, ARNOLD VEDLITZ AND
SAMMY ZAHRAN*
When citizens hold multiple values relevant to their policy opinions, they might experience value conflict,
value reconciliation or make a value trade-off. Yet, it is unclear which individuals are able to manage their
multiple values in these ways. We posit a sophistication-interaction theory of value pluralism where the most
politically sophisticated individuals are able to reconcile the existence of multiple values, thus increasing the
stability of their policy opinions. We test this hypothesis using a series of heteroskedastic graded item response
theory models of public opinion toward policies related to climate change. We find that people structure their
policy preferences toward climate change policies in values toward the environment and the economy, but only
the most sophisticated citizens are able to reconcile the potential conflict between these values.
Key words: public opinion; climate change; value conflict; political sophistication; item response theory
A fundamental tenet of democratic theory is that citizens possess meaningful beliefs. Even
democratic theories that posit a minimalist role for the public maintain some expectation that
citizens are able to elect representatives based on mutual interests and preferences.
1
There is
some doubt that citizens meet these expectations. Research shows the political preferences of
the public are often unstable.
2
One reason for the instability is that citizens form their opinions
using multiple core values that sometimes come into conflict.
3
For instance, citizens have been
shown to experience opinion instability in response to conflict between values of feminism and
religiosity when formulating their opinions toward abortion,
4
morality and egalitarianism
regarding opinions toward GLBT (gay/lesbian/bisexual/transgender) rights,
5
and individualism
and humanitarianism regarding opinions toward welfare.
6
* Department of Political Science, Texas A&M University (kellstedt@tamu.edu); School of Politics and Global
Studies, Arizona State University (mark.ramirez@asu.edu); Bush School of Government and Public Service, Texas
A&M University (avedlitz@tamu.edu); Department of Economics, Colorado State University (szahran@colostate.
edu). This material is based upon research conducted by the Institute for Science, Technology, and Public Policy at
Texas A&M University and supported under award NA03OAR4310164 by the National Oceanic and Atmospheric
Administration (NOAA), US Department of Commerce. The statements, findings, conclusions and recommen-
dations are those of the authors and do not necessarily reflect the views of the National Oceanic and Atmospheric
Administration or Department of Commerce. Corresponding author: Paul M. Kellstedt, Department of Political
Science, Texas A&M University, College Station, TX 77843-4348, USA. Email: kellstedt@tamu.edu. Data
replication sets are available in Harvard Dataverse at: https://dx.doi.org/doi:10.7910/DVN/SRC9HN and online
appendices at https://doi.org/doi: 10.1017/S0007123417000369.
1
E.g. Schumpeter 1950.
2
Converse 1964; Delli-Carpini and Keeter 1996; Kuklinski et al. 1998.
3
Alvarez and Brehm 2002; Craig, Kane, and Martinez 2002; Feldman and Zaller 1992; Grant and Rudolph
2003; Hochschild 1981.
4
Alvarez and Brehm 2002, 68–88.
5
Craig et al. 2005.
6
Feldman and Zaller 1992.