Guest post by Timothy Ryan, graduate student in political science at U. Michigan
Social scientists delight in few things more than when we can puncture a bit of prevailing wisdom, and the idea of a new political schism among American citizens presents a very tempting target. As political candidates sling invective, CNN frets about broken government, and Charles Murray bemoans a country “coming apart at the seams,” the idea that a sea change has occurred in citizens’ orientation toward politics seems ripe for scrutiny. Politics is inherently confrontational. Are things really different than in the past? How much of this talk of a grand cultural divide in America is just the parochialism of the present?
Most of it, according to political scientist Morris Fiorina. In a widely acclaimed book and numerous scholarly articles (such as this one), he and his collaborators examine several decades of survey data, looking for evidence that attitudes have become more polarized over time. They turn up a parade of flat trend lines that suggest the ideological character of the American public looks quite moderate and, well, more or less like it did forty years ago. The proportion of the electorate that calls itself “middle of the road” in terms of ideology? It’s down just one percentage point from 1972 to 2004. The proportions that identify as liberal or conservative? They’ve hardly changed. A seismic shift in the distribution of attitudes about spend/save issues? Not really. Social issues like abortion? Nope.
The lack of a “smoking gun” with respect to mass polarization has directed scholarly attention elsewhere. It is one reason researchers have hunted for institutional changes that might explain what seems to be more division and confrontation among our leaders. The idea here is that, if citizens haven’t changed in any pivotal ways, perhaps the highly cantankerous political climate stems from changes in how the “game” of politics is structured. In this vein, Sean Theriault directs our attention to the gerrymandering of congressional districts and how Congress uses procedural rules differently now than in the past. Alan Abramowitz and Markus Prior have written about declining voter turnout rates among moderates.
A few weeks ago, though, Marc Hetherington interjected a helpful reminder that there may be something to the idea that citizens have changed after all – if we think about it in a different way. He calls our attention not to ideological positioning or issue stances, but changes in how partisans feel about each other. Both Democrats and Republicans express much colder sentiments toward the other party than in the past, a trend called affective polarization. (“Affect” here taking its jargony psychological meaning: a rough synonym for feelings or emotions.)
The trend Hetherington notes gets even starker if we break it down by strength of partisanship, as I do below. It holds for strong partisans and weak ones alike. Journalists and scholars often think about polarization as a phenomenon where individuals become more extreme in their partisanship or ideology, yet the graphs below show how the country can become more polarized even if everyone’s political identity and views on the issues stay the same: we could hate each other more. Democrats or “extreme” Democrats, for instance, need not be more numerous for there to be more hostility toward Republicans. Partisans of the same stripe can express more animosity without being greater in number. And apparently they do.
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)
The trend also speaks to one concern raised by polarization skeptics. Where wider schisms in attitudes toward individual people (e.g. approval of Presidents Bush and Obama) have been referenced as evidence of polarization, Fiorina and colleagues rejoin that what looks like polarization could really come from more extreme choices, rather than shifts in voters’ underlying character. (As Fiorina and Abrams write, “If President Bush had never invaded Iraq, we daresay that his approval ratings would look different [better] today even if Americans’ attitudes on the issues had not changed in the slightest.”) But because the affective polarization trend focuses on attitudes about groups, rather than an individual, and because it highlights a trend that has unfolded at a more or less steady pace for thirty years, it seems to capture something larger than the behavior of any particular person.
Another possibility that Fiorina (and, in a different way, Matthew Levendusky) note remains. They draw an important distinction between polarization – an increasing schism in attitudes – and “sorting.” In the past, the argument goes, there were a fair number of liberal Republicans and conservative Democrats. Nowadays, party labels and policy positions are much more in sync. Thus, Republicans and Democrats have not become more distant. It is just that these labels better coincide with ideological cleavages that were always there.
I don’t think sorting explains affective polarization – at least not fully. For attitudes toward ideologies to do the heavy lifting – for Democrats’ dislike of Republicans to increase because the word “Republican” is a better proxy for “conservative” than in the past – we would expect Democrats’ feelings toward conservatives to be even more negative than their feelings toward Republicans. (Similarly, we would expect Republicans’ feelings toward liberals to be more negative than their feelings toward Democrats.)
But they aren’t. The figure below shows how partisans evaluate the more distant ideology (that is, how Democrats evaluate conservatives and how Republicans evaluate liberals) over time. What is noteworthy in comparing this figure to the one above is that, in recent history, the ideologies tend to “run ahead” of the parties associated with them. For instance, strong Democrats exhibit disdain for Republicans, rating them only about 25 degrees in 2008. But they were much warmer toward conservatives, placing them above the 50-degree midpoint. Similarly, strong Republicans place Democrats at the 30-degree mark, but liberals higher, at nearly 40 degrees. The evidence here suggests that Democrats hate Republicans despite feeling somewhat warmer toward their ideology, not because the Republican label predicts conservatism better now than in the past – a pattern that seems to cast partisanship as the driving force. Moreover, the trend lines are relatively flat. If affective polarization emerged because (as “sorting” hypotheses might suggest), the people who really hate conservatives are gravitating toward the “Strong Democrat” label, we would expect, for instance, strong Democrats to exhibit less warmth toward conservatives over time. But they don’t.
![](data:image/png;base64,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)
The “sorting” idea suggests that partisans like each other less because they are more ideologically distant. Is it possible that the relationship is actually reversed – that citizens have become more ideologically distant because they like the other team less? Counterintuitive though that might seem, there is a lot of evidence that partisan ties can guide thinking about policy in this way. (For one example of many, see Geoffrey L. Cohen’s article in the Journal of Personality and Social Psychology, titled “Party Over Policy: The Dominating Impact of Group Influence on Political Beliefs.”) In this perspective, increased affinity for one’s own party or dislike for the opposition could cause ideological homogeneity, rather than the other way around.
The idea is tentative, but leads to some interesting questions: What, if not policy opinions, undergirds affinity for one’s own party and dislike of the opposition? Have there been systemic changes that might have widened the gulf in recent years? And perhaps most constructive, how might things change? Are there ways to talk and think about politics that might lead citizens to see the opposition in a friendlier light?
Timothy J. Ryan is a Ph.D. Candidate in political science at the University of Michigan. His dissertation investigates how public opinion influences the likelihood of political compromise.