Engage Early, Correct More: How Journalists Participate in False Rumors Online during Crisis Events

@article{Starbird2018EngageEC,
  title={Engage Early, Correct More: How Journalists Participate in False Rumors Online during Crisis Events},
  author={Kate Starbird and Dharma Dailey and Owla Mohamed and Gina Kessler Lee and Emma S. Spiro},
  journal={Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems},
  year={2018}
}
Journalists are struggling to adapt to new conditions of news production and simultaneously encountering criticism for their role in spreading misinformation. Against the backdrop of this "crisis in journalism", this research seeks to understand how journalists are actually participating in the spread and correction of online rumors. We compare the engagement behaviors of journalists to non-journalists- and specifically other high visibility users-within five false rumors that spread on Twitter… 

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References

SHOWING 1-10 OF 70 REFERENCES

I Love Big Bird

During the 2012 elections, several narratives built around humor, zingers, and gaffes blurred the lines between news and entertainment. This paper examines how political journalists used humor on

NORMALIZING TWITTER

This study examines how mainstream journalists who microblog negotiate their professional norms and practices in a new media format that directly challenges them. Through a content analysis of more

A Closer Look at the Self-Correcting Crowd: Examining Corrections in Online Rumors

TLDR
The role of imagined audiences-both who those audiences are and how they react to and interact with shared information-in shaping users' decisions about whether and how to correct rumors is explored.

‘Random Acts of Journalism’ Redux: News and Social Media

JD Lasica’s 2003 vision of the ‘random acts of journalism’ committed by citizen journalists was highly influential during the heyday of ‘Web 2.0’ in the first years of the new millennium, but in

Rumors, False Flags, and Digital Vigilantes: Misinformation on Twitter after the 2013 Boston Marathon Bombing

TLDR
This exploratory research examines three rumors, later demonstrated to be false, that circulated on Twitter in the aftermath of the Boston Marathon bombings and suggests that corrections to the misinformation emerge but are muted compared with the propagation of the misinformation.

How Information Snowballs: Exploring the Role of Exposure in Online Rumor Propagation

TLDR
It is argued that considering the size of the exposed population is a vital component of understanding rumoring, and three distinct approaches to studying rumor dynamics-volume, exposure, and content production are highlighted.

Fact Checking the Campaign

In a multichannel era of fragmented and contested political communication, both misinformation and fact checking have taken on new significance. The rise of Twitter as a key venue for political

Analysing How People Orient to and Spread Rumours in Social Media by Looking at Conversational Threads

TLDR
The study shows that rumours that are ultimately proven true tend to be resolved faster than those that turn out to be false, and reinforces the need for developing robust machine learning techniques that can provide assistance in real time for assessing the veracity of rumours.

Language Limitations in Rumor Research? Comparing French and English Tweets Sent During the 2015 Paris Attacks

TLDR
This work uses mixed methods to qualitatively code and quantitatively analyze rumoring behaviors across French and English language tweets, finding that temporal engagement in the rumor varies across languages, but proportions of tweets affirming and denying a rumor are very similar.

#JOURNALISM: Reconfiguring journalism research about Twitter, one tweet at a time

Scholarship about social media in general, and Twitter in particular, has increased dramatically in recent years as adoption by individuals and institutions has burgeoned; especially by journalists
...