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Motivated Reasoning in the Perceived Credibility of Public Opinion Polls

Post developed by Catherine Allen-West and Ozan Kuru.

ICYMI (In Case You Missed It) the following work was presented at the 2016 Annual Meeting of the American Political Science Association (APSA). The presentation, titled “Motivated Reasoning in the Perceived Credibility of Public Opinion Polls,” was part of the session “Surprises: A Magical Mystery Tour of Public Opinion and Political Psychology” on Saturday, September 3, 2016.

Polls have been an integral part of American democracy, political rhetoric, and news coverage since the 1930s. Today, there are new polls reported constantly, showing public opinion on a range of issues from the President’s approval rating to the direction of the country. Polls remain relevant because numbers and statistical evidence have always been regarded as sound evidence to support one’s beliefs or affirm their affiliations; similarly, polls are supposed to provide relatively objective information in politics.

However, despite their importance and ever-increasing prevalence, polls are often heavily criticized, both by the public and politicians, especially when they fail to predict election outcomes. Such criticisms and discounting of poll credibility is important, because people’s perceptions of polls matter. In such an environment, the perceived credibility of polls becomes an important issue for the public’s reception of poll findings, which then determines the likelihood of any meaningful impact of their results.

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New research contest announced to study the 2016 election

Post developed by Catherine Allen-West and Arthur Lupia

ICYMI (In Case You Missed It) this post details the Election Research Preacceptance Competition, organized by Arthur Lupia and Brendan Nyhan. Lupia discussed this initiative at the “Roundtable on the CPS Special Issue on Transparency in the Social Sciences” at APSA 2016 on Friday, September 2, 2016.

ERPCHow can scholars study politics most effectively? The Election Research Preacceptance Competition (http://www.erpc2016.com) is an innovative initiative that will test a new approach to conducting and publishing political science research during the 2016 election.

Entrants in the competition will preregister a research design intended to study an important aspect of the 2016 general election using data collected by the American National Election Studies (ANES). A condition of entering the competition is that entrants must complete and register a design before the ANES data are released. Many leading academic journals have agreed to review scholarly articles that include these research plans and to review them before the data are available or results are known.  

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Election Frauds, Postelection Legal Challenges and Geography in Mexico

Post developed by Yioryos Nardis in coordination with Walter Mebane.

ICYMI (In Case You Missed It), the following work was presented at the 2015 Annual Meeting of the American Political Science Association (APSA).  The presentation, titled “Election Frauds, Postelection Legal Challenges and Geography in Mexico,” was a part of the session “Detecting and Concealing Patterns in Data” on Saturday September 5th, 2015.

Political Science and Statistics Professor and Center for Political Studies faculty member Walter Mebane previously examined electoral fraud in Russia. Professor Mebane, in collaboration with Research Assistant Jonathan Wall, now turns his focus to Mexico and the Presidential elections of 2006 and 2012.

This new research by Mebane and Wall investigates if the numbers of casillas (i.e. ballot boxes) and votes challenged and nullified in Mexico reflect political strategies or genuine election irregularities. In the 2006 elections in Mexico, nullification petitions by runners up were filed against 21% of ballot boxes (27,109/130,788), even though only .56% of votes (237,736/41,791,322) were actually nullified. Similarly, in the 2012 elections, 22% of ballot boxes (32,151/143,132) were challenged and .38% of votes nullified (184,725/49,087,466).

Mebane and Wall examine how the types of nullification claims relate to ballot-box level measures of election fraud and whether the reasons cited for the challenges are uniform across the two elections and/or geography. That is, are complaints geographically clustered or does a complaint depend on geographically clustered frauds?

Ballot-box level measures of election fraud are estimated using casilla vote count data. Hotspot analysis is used to show how nullification petition challenges to casillas are distributed across geography. This technique identifies which locations have local means that are higher than the overall average values and which have local means that are lower than the overall average. A redder color indicates a cluster of locations with higher than average values, and a bluer color indicates a cluster of locations with lower than average values. Grey indicates a cluster of locations that does not differ significantly from the overall mean.

Figure 1 represents nullification complaints of type corresponding to willful misconduct or error in the vote count in the two Presidential elections, and Figure 2 represents incremental fraud probabilities for nullification complaints. Comparing Figure 2 to Figure 1 indicates that the pattern of geographic clustering for the incremental fraud probabilities does not correspond well with the pattern for nullification complaints.

Figure 1: Nullification complaints of type corresponding to willful misconduct or error in the vote count, Mexico, 2006 and 2012 Presidential election Casillas.
Seccion (precint) geographic cluster hotspots

Figure 1aFigure 1b

Figure 2: Incremental fraud, Mexico, 2006 and 2012 Presidential election casillas.
Seccion (precint) geographic cluster hotspots

Figure 2aFigure 2b

In 2006 there are more widespread regions with clusters of casillas having above average frequencies of complaints than there are regions in which there are clusters of casillas with above average incremental fraud probability values. Some of the above average type clusters overlap with above average incremental fraud clusters, but more than half do not. In 2012 on the other hand, we observe the opposite. Clusters of casillas with above average incremental fraud probabilities are much more prevalent than are clusters of casillas with above average frequencies of complaints.

Such patterns indicate that it is unlikely that the relationship between incremental fraud probabilities and the incidence of complaints are positively related. This therefore suggests that the occurrence of nullification petitions is related to the strategic and tactical incentives of political parties.

To read the full paper please visit: https://drive.google.com/open?id=0By8J0EDg6IC3MDgxOWlUVGdfakE

How the local environment shapes the way people vote in ethnically diverse new democracies

Post developed by Katie Brown and Nahomi Ichino.

In many new democracies in developing countries, political parties are identified with particular ethnic groups, and voters tend to vote for the parties identified the same ethnicity as themselves – but not always.

Assistant Professor of Political Science and faculty associate of the Center for Political Studies (CPS) Nahomi Ichino addresses this issue in a recent article with Noah Nathan published in American Political Science Review.

Voters tend to believe that politicians will reward their co-ethnic supporters by building schools and health facilities and providing other services that benefit a limited local area. For voters who live among mostly people of their own ethnic group, it makes sense to vote for the party of their own group.

But voters sometimes find themselves living in an area dominated by another group or in a mixed area, and the calculation is more difficult. Take for example the first visualization (a) offered by the authors. A voter (circle) is surrounded by others of a different ethnicity (triangles). That voter might do better if a party of the other group (triangles) won the election and directed more benefits like schools to this area than if the party of her own group (circles) won the area and directed benefits to a different area with many of her own group (circles). If that same voter were in (b), where she is surrounded by more members of her own group (circles), then she becomes more likely to vote for the party of her own group than if she were in (a).

Voter Ethnicity Illustration

Screen Shot 2014-08-11 at 12.53.04 PM

Ichino and Nathan tested these predictions Ghana. First, the authors mapped ethnic concentration and diversity with data from the 2000 Ghana Population and Housing Census. Then, they geocoded polling stations results to look at how elections results vary with local ethnic composition in rural areas.

Ichino and Nathan first focused on the 2008 presidential election results in Ghana’s Brong Ahafo, a region that is both rural and ethnically diverse and find support for their ideas. Polling stations in areas surrounded by more Akans had higher vote shares for the political party associated with the Akan. The authors also tested their hypothesis with survey results from the Afrobarometer. They similarly find that Ghanaians were more likely to intend to vote for a political party associated with an ethnic group when they were surrounded by more members of that group.

The authors believe their findings nuance the generally accepted idea that people in new democracies simply vote for candidates who share their ethnicity. Ichino and Nathan conclude that their study “demonstrates how local community and geographic contexts can modify the information conveyed by ethnicity and influence voter behavior.”

Measuring Political Polarization

Post developed by Katie Brown and Shanto Iyengar.

The inaugural Michigan Political Communication Workshop welcomed renowned political science and communication scholar Shanto Iyengar from Stanford University. Iyengar presented a talk entitled “Fear and Loathing across Party Lines.”

Iyengar began by considering the current polarized state of American politics. Both parties moving toward ideological poles has resulted in policy gridlock (see: government shutdown, debt ceiling negotiations). But does this polarization extend to the public in general? To answer this question, Iyengar measured individual resentment with both explicit and implicit measures.

Iyengar1

2008 ANES: Party vs Other Divisions

 

For an explicit measure, Iyengar turned to survey evidence. The American National Election Studies (ANES) indeed illustrates a significant decline in ratings of the other party based on feeling thermometer questions. Likewise, social distance between parties has increased over time, as measured by stereotypes of party supporters and marriage across party lines. In fact, this out-group animosity marks a deeper divide than other considerations, even race (see graph below).

But these surveys gauge animosity at the conscious level. Iyengar also believes mental operations concerning out-party evaluations occur outside of conscious awareness. So, along with Sean J. Westwood, Iyengar pioneered implicit measures of out-party animosity. Specifically, Iyengar and Westwood adapted the Implicit Association Test— originally used to capture racism – to political parties. Interestingly, the IAT also captured this animosity, although the polarization was more pronounced with the explicit survey measures. The chart on the left shows the starker divide between Democrats and Republicans using the feeling thermometer; the chart on the right shows the difference with the IAT.

Iyengar2

Comparing Implicit with Explicit Affect

Iyengar also adapted classic economic games to test implicit out-party animosity. Both games allow the participant to share a proportion of money provided by the researchers. Interestingly, participants gave less to out-party opponents. Iyengar cites this as evidence of implicit out-party bias.

Iyengar3

Economic Game Results by Party

Together, these results suggest marked party polarization. The hostility is so strong that politicians running on a bipartisan platform are likely to be out of step with public opinion.

Political Ads, Emotional Arousal, and Political Participation

Post developed by Katie Brown and Kristyn L. Karl.

It’s election time again. And elections bring advertising assaults by Internet, radio, and TV. In Michigan and Iowa, there is one political TV ad every two minutes. But what effect does this have on potential voters?

Center for Political Studies (CPS) affiliate and Ph.D. Candidate in Political Science at the University of Michigan Kristyn L. Karl investigated this question. Where previous research in this area uses self-reported measures of emotional response, Karl tackled the issue with a randomized experiment capturing a direct measure of physiological arousal – skin conductance. She was interested in the impact of emotional arousal from political ads on citizens’ intention to participate in politics.

Sample Skin Conductance Output

Sample Skin Conductance Output

For the study, Karl brought participants into the lab and measured their skin conductance while watching a political advertisement. The ad was fictitious and created in a way that gave Karl control over the message, images, music, and structure. Karl designed four ads: a positive Democratic or Republican ad, and attack ads on Democrats or Republicans. Participants randomly watched one of the four ads while their physiological arousal was captured; after the ad, they reported their current emotions and their willingness to participate with regard to 1) signing a petition, 2) initiating a conversation on a political topic, and 3) attending a meeting, rally, or demonstration.

Karl finds some key differences between political novices and more experienced participants. For political novices, both physiological arousal and self-reported negative emotion positively predicted participation in politics. Among political experts, however, the connection between arousal, self-reported emotion, and intended participation is more muted. Specifically, while the trend is still positive, the effect fails to reach statistical significance.

The Marginal Effect of Physiological Arousal on Political Participation by Political Sophistication

graph

Karl turns to theory to explain the limited effect of arousal on intention to participate among experts. Experts have a well-developed cognitive network about politics which, for better or worse, allows them to more easily interpret and condition their emotional responses to political stimuli. Political novices do not have this expansive network and so react in a more instinctual way. The model below captures this:

flowchart

This experiment highlights the importance of using alternative measures of emotional arousal as a complementary tool to self-reported measures. Moreover, it draws attention to the question of for whom political ads are motivating and how do they work.

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