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Showing posts with label Echo Chambers. Show all posts
Showing posts with label Echo Chambers. Show all posts

Tuesday, January 19, 2021

Escape the echo chamber

C Thi Nguyen
aeon.co
Originally published  9 April 18

Here is an excerpt:

Let’s start with epistemic bubbles. They have been in the limelight lately, most famously in Eli Pariser’s The Filter Bubble (2011) and Cass Sunstein’s #Republic: Divided Democracy in the Age of Social Media (2017). The general gist: we get much of our news from Facebook feeds and similar sorts of social media. Our Facebook feed consists mostly of our friends and colleagues, the majority of whom share our own political and cultural views. We visit our favourite like-minded blogs and websites. At the same time, various algorithms behind the scenes, such as those inside Google search, invisibly personalise our searches, making it more likely that we’ll see only what we want to see. These processes all impose filters on information.

Such filters aren’t necessarily bad. The world is overstuffed with information, and one can’t sort through it all by oneself: filters need to be outsourced. That’s why we all depend on extended social networks to deliver us knowledge. But any such informational network needs the right sort of broadness and variety to work. A social network composed entirely of incredibly smart, obsessive opera fans would deliver all the information I could want about the opera scene, but it would fail to clue me in to the fact that, say, my country had been infested by a rising tide of neo-Nazis. Each individual person in my network might be superbly reliable about her particular informational patch but, as an aggregate structure, my network lacks what Sanford Goldberg in his book Relying on Others (2010) calls ‘coverage-reliability’. It doesn’t deliver to me a sufficiently broad and representative coverage of all the relevant information.

Epistemic bubbles also threaten us with a second danger: excessive self-confidence. In a bubble, we will encounter exaggerated amounts of agreement and suppressed levels of disagreement. We’re vulnerable because, in general, we actually have very good reason to pay attention to whether other people agree or disagree with us. Looking to others for corroboration is a basic method for checking whether one has reasoned well or badly. This is why we might do our homework in study groups, and have different laboratories repeat experiments. But not all forms of corroboration are meaningful. Ludwig Wittgenstein says: imagine looking through a stack of identical newspapers and treating each next newspaper headline as yet another reason to increase your confidence. This is obviously a mistake. The fact that The New York Times reports something is a reason to believe it, but any extra copies of The New York Times that you encounter shouldn’t add any extra evidence.

Sunday, October 6, 2019

Thinking Fast and Furious: Emotional Intensity and Opinion Polarization in Online Media

David Asker & Elias Dinas
Public Opinion Quarterly
Published: 09 September 2019
https://doi.org/10.1093/poq/nfz042

Abstract

How do online media increase opinion polarization? The “echo chamber” thesis points to the role of selective exposure to homogeneous views and information. Critics of this view emphasize the potential of online media to expand the ideological spectrum that news consumers encounter. Embedded in this discussion is the assumption that online media affects public opinion via the range of information that it offers to users. We show that online media can induce opinion polarization even among users exposed to ideologically heterogeneous views, by heightening the emotional intensity of the content. Higher affective intensity provokes motivated reasoning, which in turn leads to opinion polarization. The results of an online experiment focusing on the comments section, a user-driven tool of communication whose effects on opinion formation remain poorly understood, show that participants randomly assigned to read an online news article with a user comments section subsequently express more extreme views on the topic of the article than a control group reading the same article without any comments. Consistent with expectations, this effect is driven by the emotional intensity of the comments, lending support to the idea that motivated reasoning is the mechanism behind this effect.

From the Discussion:

These results should not be taken as a challenge to the echo chamber argument, but rather as a complement to it. Selective exposure to desirable information and motivated rejection of undesirable information constitute separate mechanisms whereby online news audiences may develop more extreme views. Whereas there is already ample empirical evidence about the first mechanism, previous research on the second has been scant. Our contribution should thus be seen as an attempt to fill this gap.

Saturday, June 8, 2019

Anger, Fear, and Echo Chambers: The Emotional Basis for Online Behavior

Wollebæk, D., Karlsen, R., Steen-Johnsen, K., & Enjolras, B.
(2019). Social Media + Society. 
https://doi.org/10.1177/2056305119829859

Abstract

Emotions, such as anger and fear, have been shown to influence people’s political behavior. However, few studies link emotions specifically to how people debate political issues and seek political information online. In this article, we examine how anger and fear are related to politics-oriented digital behavior, attempting to bridge the gap between the thus far disconnected literature on political psychology and the digital media. Based on survey data, we show that anger and fear are connected to distinct behaviors online. Angry people are more likely to engage in debates with people having both similar and opposing views. They also seek out information confirming their views more frequently. Anxious individuals, by contrast, tend to seek out information contradicting their opinions. These findings reiterate predictions made in the extant literature concerning the role of emotions in politics. Thus, we argue that anger reinforces echo chamber dynamics and trench warfare dynamics in the digital public sphere, while fear counteracts these dynamics.

Discussion and Conclusion

The analyses have shown that anger and fear have distinct effects on echo chamber and trench warfare dynamics in the digital sphere. With regard to the debate dimension, we have shown that anger is positively related to participation in online debates. This finding confirms the results of a recent study by Hasell and Weeks (2016). Importantly, however, the impact of anger is not limited to echo chamber discussions with like-minded and similar people. Angry individuals are also over-represented in debates between people holding opposing views and belonging to a different class or
ethnic background. This entails that regarding online debates, anger contributes more to what has been previously labeled as trench warfare dynamics than to echo chamber dynamics.

The research is here.

Wednesday, May 16, 2018

Escape the Echo Chamber

C Thi Nguyen
www.medium.com
Originally posted April 12, 2018

Something has gone wrong with the flow of information. It’s not just that different people are drawing subtly different conclusions from the same evidence. It seems like different intellectual communities no longer share basic foundational beliefs. Maybe nobody cares about the truth anymore, as some have started to worry. Maybe political allegiance has replaced basic reasoning skills. Maybe we’ve all become trapped in echo chambers of our own making — wrapping ourselves in an intellectually impenetrable layer of likeminded friends and web pages and social media feeds.

But there are two very different phenomena at play here, each of which subvert the flow of information in very distinct ways. Let’s call them echo chambers and epistemic bubbles. Both are social structures that systematically exclude sources of information. Both exaggerate their members’ confidence in their beliefs. But they work in entirely different ways, and they require very different modes of intervention. An epistemic bubble is when you don’t hear people from the other side. An echo chamber is what happens when you don’t trustpeople from the other side.

Current usage has blurred this crucial distinction, so let me introduce a somewhat artificial taxonomy. An ‘epistemic bubble’ is an informational network from which relevant voices have been excluded by omission. That omission might be purposeful: we might be selectively avoiding contact with contrary views because, say, they make us uncomfortable. As social scientists tell us, we like to engage in selective exposure, seeking out information that confirms our own worldview. But that omission can also be entirely inadvertent. Even if we’re not actively trying to avoid disagreement, our Facebook friends tend to share our views and interests. When we take networks built for social reasons and start using them as our information feeds, we tend to miss out on contrary views and run into exaggerated degrees of agreement.

The information is here.