The Language That Drives Engagement: A Systematic Large-scale Analysis of Headline Experiments

We use a large-scale data set of thousands of field experiments conducted on Upworthy.com , an online media platform, to investigate the cognitive, motivational, affective, and grammatical factors implementable in messages that increase engagement with online content.

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Publication Details

Journal
Marketing Science
Published
2024-11-04
DOI
https://doi.org/10.1287/mksc.2021.0018
Citations
14
Primary Topic
Sentiment Analysis and Opinion Mining
Type
article
Field-Weighted Citation Impact
4.86
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article

The Language That Drives Engagement: A Systematic Large-scale Analysis of Headline Experiments

Akshina Banerjee, Oleg Urminsky
14 citations
Marketing Science
Sentiment Analysis and Opinion Mining
4.86
article

The Language That Drives Engagement: A Systematic Large-scale Analysis of Headline Experiments

Akshina Banerjee, Oleg Urminsky
article en
14 citations

Abstract

We use a large-scale data set of thousands of field experiments conducted on Upworthy.com , an online media platform, to investigate the cognitive, motivational, affective, and grammatical factors implementable in messages that increase engagement with online content.

Marketing ScienceVol. 44(3)
University of Michigan (US), University of Chicago (US), Ross School (US)
Openalex Percentile: Top 4%
Sentiment Analysis and Opinion Mining
4.86
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