e-ISSN: Pending
Negative / Null Result Report· cited by 52

Did the Roll-Out of Community Notes Reduce Engagement With Misinformation on X/Twitter?

Yuwei Chuai; Haoye Tian; Nicolas Pröllochs; Gabriele Lenzini · 2024 · Proceedings of the ACM on Human-Computer Interaction

WASTE classifies this as Negative / Null Result Report · AI classification, approximate

The study found no significant effect — useful as a negative control or null benchmark for your own design.

Abstract (excerpt)

Developing interventions that successfully reduce engagement with misinformation on social media is challenging. One intervention that has recently gained great attention is X/Twitter's Community Notes (previously known as "Birdwatch").…

Excerpt shown for reference under fair use — read the full paper at the publisher.

Read full paper at publisher

Hosted by the publisher — may require access.

About to run something similar?

Run an AI Precheck on your own design to catch failure modes like this one before you spend the time. Your first desk check is free.

WASTE indexes this work — it does not host or republish it. Failure-type classification is automated and approximate.

Metadata source: Crossref · DOI 10.1145/3686967