2022/11/07 by Farnaz Jahanbakhsh, Amy X. Zhang, Karrie Karahalios +1 · 8 citations
Social Sciences · Psychology · #Misinformation and Its Impacts #Digital Games and Media #Privacy, Security, and Data Protection #Headline #Reading (process) #Advertising #Craft #Harm #Control (management) #Revenue #Internet privacy #Computer science #Psychology #Political science #History #Business #Social psychology
paper · pdf · doi:10.1145/3555643
published in Proceedings of the ACM on Human-Computer Interaction 6(CSCW2), 1-33 (Association for Computing Machinery)
openalex publication_date 2022/11/07 · openalex created_date 2025/10/10 · openalex updated_date 2026/08/01
Headlines play a critical role in how users perceive articles. But many headline publishers craft headlines in ways that either attract clicks in an attempt to earn ad revenue, or misinform users or manipulate their opinions for malicious intents. Such headlines can do harm since many users simply skim and share headlines without reading the articles in full. We present an exploratory browser extension that empowers users to suggest headlines they deem better for news articles. Users can view headlines suggested by other users that they follow as they browse websites. We conducted a study of 27 users who used the extension for one week to read news and suggest headlines. We found that users saw value in the tool and used it to change headlines that they found in need of improvement. We characterize the changes that people make to headlines if enabled. We also report on a followup study we conducted with 312 participants to evaluate headlines suggested by the tool. The purpose of the study was to examine whether headlines suggested by untrained users could be preferred over original headlines by professional editors. We found that a substantial number of the suggested headlines were indeed preferred. Our work explores the designs for, and opportunities and consequences of, empowering news consumers by giving them control over the content curation process.