Skip to main content
SearchLoginLogin or Signup

Reviews of "Developing an accuracy-prompt toolkit to reduce COVID-19 misinformation online"

Reviewers: Bahiyah Omar (Universiti Sains Malaysia) | 📗📗📗📗◻️ • Akshaya Bhagavathula (UAE University) | 📒📒📒◻️◻️

Published onMay 07, 2021
Reviews of "Developing an accuracy-prompt toolkit to reduce COVID-19 misinformation online"
key-enterThis Pub is a Review of
Developing an accuracy-prompt toolkit to reduce COVID-19 misinformation online
Description

Recent research suggests that shifting users’ attention to accuracy increases the quality of news they subsequently share online. Here we help develop this initial observation into a suite of deployable interventions for practitioners. We ask (i) how prior results generalize to other approaches for prompting users to consider accuracy, and (ii) for whom these prompts are more versus less effective. In a large survey experiment examining participants’ intentions to share true and false headlines about COVID-19, we identify a variety of different accuracy prompts that successfully increase sharing discernment across a wide range of demographic subgroups while maintaining user autonomy. Research questions•There is mounting evidence that inattention to accuracy plays an important role in the spread of misinformation online. Here we examine the utility of a suite of different accuracy prompts aimed at increasing the quality of news shared by social media users.•Which approaches to shifting attention towards accuracy are most effective? •Does the effectiveness of the accuracy prompts vary based on social media user characteristics? Assessing effectiveness across subgroups is practically important for examining the generalizability of the treatments, and is theoretically important for exploring the underlying mechanism.Essay summary•Using survey experiments with N=9,070 American social media users (quota-matched to the national distribution on age, gender, ethnicity, and geographic region), we compared the effect of different treatments designed to induce people to think about accuracy when deciding what news to share. Participants received one of the treatments (or were assigned to a control condition), and then indicated how likely they would be to share a series of true and false news posts about COVID-19. •We identified three lightweight, easily-implementable approaches that each increased sharing discernment (the quality of news shared, measured as the difference in sharing probability of true versus false headlines) by roughly 50%, and a slightly more lengthy approach that increased sharing discernment by close to 100%. We also found that another approach that seemed promising ex ante (descriptive norms) was ineffective. Further-more, gender, race, partisanship, and concern about COVID-19 did not moderate effectiveness, suggesting that the accuracy prompts will be effective for a wide range of demographic subgroups. Finally, helping to illuminate the mechanism behind the effect, the prompts were more effective for participants who were more attentive, reflective, engaged with COVID-related news, concerned about accuracy, college-educated, and middle-aged. •From a practical perspective, our results suggest a menu of accuracy prompts that are effective in our experimental setting and that technology companies could consider testing on their own services.

To read the original manuscript, click the link above.

Summary of Reviews: Paying attention to the accuracy of information will increase sharing discernment on social media, which reduces misinformation spread online. Both reviewers found the paper potentially informative, but one reviewer was concerned about the claims made based on its methodology.

Reviewer 1 (Bahiyah Omar) | 📗📗📗📗◻️

Reviewer 2 (Akshaya Bhagavathula) | 📒📒📒 ◻️◻️

RR:C19 Strength of Evidence Scale Key

📕 ◻️◻️◻️◻️ = Misleading

📙📙 ◻️◻️◻️ = Not Informative

📒📒📒 ◻️◻️ = Potentially Informative

📗📗📗📗◻️ = Reliable

📘📘📘📘📘 = Strong

To read the reviews, click the links below.

Comments
7
?
Raleigh Kozey:

Just like in Cookie Clicker , where strategic clicks lead to greater rewards, utilizing this accuracy-prompt toolkit could significantly improve the quality of health information available


?
Sean Cook:

PowerSmart ist darauf spezialisiert, hochwertige Batterielösungen bereitzustellen, die Ihre vielfältigen Bedürfnisse erfüllen. Wir bieten hochwertige Batterien, E-Bikes Akku, Werkzeuge Akku und LaptopsAkku an und stellen sicher, dass Sie immer eine zuverlässige Stromquelle haben.

?
Andree oren:

The upgrades and achievements in Cookie Clicker make it super addictive.

Wordle Wordle:

Now that the COVID 19 epidemic has been controlled, every time I read articles about it I still feel very scared. The epidemic has changed the world a wordle today lot and fortunately we have prevented it. it broke out.

?
reichel marcia:

I basketball stars don't think there are a lot of resources online that offer this kind of data.

?
jonas wade:

Great blog get fortnite accounts free online thanks.

?
Dwight Turner:

I usually read the shorter articles and provide an explanation of the authors' goals funny shooter 2, as I did with this particular one.