Cargando…

Negativity drives online news consumption

Online media is important for society in informing and shaping opinions, hence raising the question of what drives online news consumption. Here we analyse the causal effect of negative and emotional words on news consumption using a large online dataset of viral news stories. Specifically, we condu...

Descripción completa

Detalles Bibliográficos
Autores principales: Robertson, Claire E., Pröllochs, Nicolas, Schwarzenegger, Kaoru, Pärnamets, Philip, Van Bavel, Jay J., Feuerriegel, Stefan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10202797/
https://www.ncbi.nlm.nih.gov/pubmed/36928780
http://dx.doi.org/10.1038/s41562-023-01538-4
_version_ 1785045496580014080
author Robertson, Claire E.
Pröllochs, Nicolas
Schwarzenegger, Kaoru
Pärnamets, Philip
Van Bavel, Jay J.
Feuerriegel, Stefan
author_facet Robertson, Claire E.
Pröllochs, Nicolas
Schwarzenegger, Kaoru
Pärnamets, Philip
Van Bavel, Jay J.
Feuerriegel, Stefan
author_sort Robertson, Claire E.
collection PubMed
description Online media is important for society in informing and shaping opinions, hence raising the question of what drives online news consumption. Here we analyse the causal effect of negative and emotional words on news consumption using a large online dataset of viral news stories. Specifically, we conducted our analyses using a series of randomized controlled trials (N = 22,743). Our dataset comprises ~105,000 different variations of news stories from Upworthy.com that generated ∼5.7 million clicks across more than 370 million overall impressions. Although positive words were slightly more prevalent than negative words, we found that negative words in news headlines increased consumption rates (and positive words decreased consumption rates). For a headline of average length, each additional negative word increased the click-through rate by 2.3%. Our results contribute to a better understanding of why users engage with online media.
format Online
Article
Text
id pubmed-10202797
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-102027972023-05-24 Negativity drives online news consumption Robertson, Claire E. Pröllochs, Nicolas Schwarzenegger, Kaoru Pärnamets, Philip Van Bavel, Jay J. Feuerriegel, Stefan Nat Hum Behav Registered Report Online media is important for society in informing and shaping opinions, hence raising the question of what drives online news consumption. Here we analyse the causal effect of negative and emotional words on news consumption using a large online dataset of viral news stories. Specifically, we conducted our analyses using a series of randomized controlled trials (N = 22,743). Our dataset comprises ~105,000 different variations of news stories from Upworthy.com that generated ∼5.7 million clicks across more than 370 million overall impressions. Although positive words were slightly more prevalent than negative words, we found that negative words in news headlines increased consumption rates (and positive words decreased consumption rates). For a headline of average length, each additional negative word increased the click-through rate by 2.3%. Our results contribute to a better understanding of why users engage with online media. Nature Publishing Group UK 2023-03-16 2023 /pmc/articles/PMC10202797/ /pubmed/36928780 http://dx.doi.org/10.1038/s41562-023-01538-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Registered Report
Robertson, Claire E.
Pröllochs, Nicolas
Schwarzenegger, Kaoru
Pärnamets, Philip
Van Bavel, Jay J.
Feuerriegel, Stefan
Negativity drives online news consumption
title Negativity drives online news consumption
title_full Negativity drives online news consumption
title_fullStr Negativity drives online news consumption
title_full_unstemmed Negativity drives online news consumption
title_short Negativity drives online news consumption
title_sort negativity drives online news consumption
topic Registered Report
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10202797/
https://www.ncbi.nlm.nih.gov/pubmed/36928780
http://dx.doi.org/10.1038/s41562-023-01538-4
work_keys_str_mv AT robertsonclairee negativitydrivesonlinenewsconsumption
AT prollochsnicolas negativitydrivesonlinenewsconsumption
AT schwarzeneggerkaoru negativitydrivesonlinenewsconsumption
AT parnametsphilip negativitydrivesonlinenewsconsumption
AT vanbaveljayj negativitydrivesonlinenewsconsumption
AT feuerriegelstefan negativitydrivesonlinenewsconsumption