Climate Change Conspiracy Theories on Social Media

07/07/2021
by   Aman Tyagi, et al.
0

One of the critical emerging challenges in climate change communication is the prevalence of conspiracy theories. This paper discusses some of the major conspiracy theories related to climate change found in a large Twitter corpus. We use a state-of-the-art stance detection method to find whether conspiracy theories are more popular among Disbelievers or Believers of climate change. We then analyze which conspiracy theory is more popular than the others and how popularity changes with climate change belief. We find that Disbelievers of climate change are overwhelmingly responsible for sharing messages with conspiracy theory-related keywords, and not all conspiracy theories are equally shared. Lastly, we discuss the implications of our findings for climate change communication.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
09/10/2021

Machine learning reveals how personalized climate communication can both succeed and backfire

Different advertising messages work for different people. Machine learni...
research
11/07/2022

A Multi-task Model for Sentiment Aided Stance Detection of Climate Change Tweets

Climate change has become one of the biggest challenges of our time. Soc...
research
08/28/2018

Psychological Frameworks for Persuasive Information and Communications Technologies

When developing devices to encourage positive change in users, social ps...
research
04/06/2023

How Do US Congress Members Advertise Climate Change: An Analysis Of Ads Run On Meta's Platforms

Ensuring transparency and integrity in political communication on climat...
research
12/01/2020

ClimaText: A Dataset for Climate Change Topic Detection

Climate change communication in the mass media and other textual sources...
research
07/26/2023

Improving International Climate Policy via Mutually Conditional Binding Commitments

The Paris Agreement, considered a significant milestone in climate negot...

Please sign up or login with your details

Forgot password? Click here to reset