328
Views
1
CrossRef citations to date
0
Altmetric
Articles

Exploring the Relationship Between Stylistic Features and Reactions on Facebook: A Comparative Analysis of Newspaper Headlines and Status Messages

, &
Pages 990-1009 | Received 20 Jan 2023, Accepted 16 May 2024, Published online: 03 Jun 2024

References

  • Aalberg, T., J. Strömbäck, and C. H. De Vreese. 2012. “The Framing of Politics as Strategy and Game: A Review of Concepts, Operationalizations and Key Findings.” Journalism 13 (2): 162–178. https://doi.org/10.1177/1464884911427799.
  • Altheide, D. L., and R. P. Snow. 1979. “The Television Effect.” The Wilson Quarterly (1976-) 3 (3): 65–73.
  • Altheide, D. L., and R. P. Snow. 1992. “Media Logic and Culture: Reply to Oakes.” International Journal of Politics, Culture, and Society 5 (3): 465–472. https://doi.org/10.1007/BF01423902.
  • Barnes, R. 2014. “The “Ecology of Participation” A Study of Audience Engagement on Alternative Journalism Websites.” Digital Journalism 2 (4): 542–557. https://doi.org/10.1080/21670811.2013.859863.
  • Beckers, K., S. Walgrave, H. V. Wolf, K. Lamot, and P. Van Aelst. 2021. “Right-wing Bias in Journalists’ Perceptions of Public Opinion.” Journalism Practice 15 (2): 243–258. https://doi.org/10.1080/17512786.2019.1703788.
  • Berger, J., and K. L. Milkman. 2012. “What Makes Online Content Viral?” Journal of Marketing Research 49 (2): 192–205. https://doi.org/10.1509/jmr.10.0353.
  • Boczkowski, P. J. 2005. Digitizing the News: Innovation in Online Newspapers. Cambridge, MA: MIT Press.
  • Cools, H., B. Van Gorp, and M. Opgenhaffen. 2022. “New Organizations, Different Journalistic Roles, and Innovative Projects: How Second-Generation Newsroom Innovation Labs are Changing the News Ecosystem.” Journalism Practice 1 (3): 1–16. https://doi.org/10.1080/17512786.2022.2097940.
  • Costera Meijer, I., and T. Groot Kormelink. 2019. “Audiences for Journalism.” In The International Encyclopedia of Journalism Studies, edited by Vos TP Hanusch, 1–7. Hoboken, NJ: Wiley.
  • CrowdTangle Team. 2020. “CrowdTangle.” Facebook, Menlo Park, California, United States.
  • de León, E., & Trilling, D. (2021). “A Sadness Bias in Political News Sharing? The Role of Discrete Emotions in the Engagement and Dissemination of Political News on Facebook.” Social Media + Society, 7(4): 1–12. https://doi.org/10.1177/20563051211059710.
  • Deuze, M. 2006. “Participation, Remediation, Bricolage: Considering Principal Components of a Digital Culture.” The Information Society 22 (2): 63–75. https://doi.org/10.1080/01972240600567170.
  • Eberl, J.-M., P. Tolochko, P. Jost, T. Heidenreich, and H. G. Boomgaarden. 2020. “What’s in a Post? How Sentiment and Issue Salience Affect Users’ Emotional Reactions on Facebook.” Journal of Information Technology & Politics 17 (1): 48–65. https://doi.org/10.1080/19331681.2019.1710318.
  • Erdal, I. J. 2009. “Cross-media (re) Production Cultures.” Convergence 15 (2): 215–231. https://doi.org/10.1177/1354856508105231.
  • Garimella, V. R. K., and I. Weber. 2017. “A Long-Term Analysis of Polarization on Twitter.” Eleventh international AAAI conference on web and social media.
  • Grabe, M. E., S. Zhou, A. Lang, and P. D. Bolls. 2000. “Packaging Television News: The Effects of Tabloid on Information Processing and Evaluative Responses.” Journal of Broadcasting & Electronic Media 44 (4): 581–598. https://doi.org/10.1207/s15506878jobem4404_4.
  • Groot Kormelink, T., and I. Costera Meijer. 2018. “What Clicks Actually Mean: Exploring Digital News User Practices.” Journalism 19 (5): 668–683. https://doi.org/10.1177/1464884916688290.
  • Gross, K., and L. D’ambrosio. 2004. “Framing Emotional Response.” Political Psychology 25 (1): 1–29. https://doi.org/10.1111/j.1467-9221.2004.00354.x.
  • Hagar, N., N. Diakopoulos, and B. Dewilde. 2022. “Anticipating Attention: On the Predictability of News Headline Tests.” Digital Journalism 10 (4): 647–668.
  • Hancock, J. T., C. Landrigan, and C. Silver. 2007, April. “Expressing Emotion in Text-Based Communication.” In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, San Jose, California, USA, 929–932. New York, NY: Association for Computing Machinery. https://doi.org/10.1145/1240624.1240764.
  • Holton, A. E., and S. C. Lewis. 2011. “Journalists, Social Media, and the use of Humor on Twitter.” Electronic Journal of Communication 21 (1/2): 1–22.
  • Jost, P., M. Maurer, and J. Hassler. 2020. “Populism Fuels Love and Anger: The Impact of Message Features on Users’ Reactions on Facebook.” International Journal of Communication 14 (22): 2081–2102.
  • Kuiken, J., A. Schuth, M. Spitters, and M. Marx. 2017. “Effective Headlines of Newspaper Articles in a Digital Environment.” Digital Journalism 5 (10): 1300–1314. https://doi.org/10.1080/21670811.2017.1279978.
  • Kuo, P. C., F. H. C. Alvarado, and Y.-S. Chen. 2018. “Facebook Reaction-Based Emotion Classifier as Cue for Sarcasm Detection.” arXiv:1805.06510.
  • Lamot, K. 2022. “What the Metrics Say. The Softening of News on the Facebook Pages of Mainstream Media Outlets.” Digital Journalism 10 (4): 517–536.
  • Lamot, K., T. Kreutz, and M. Opgenhaffen. 2022. ““We Rewrote This Title”: How News Headlines Are Remediated on Facebook and How This Affects Engagement.” Social Media+ Society 8 (3): 1–23.
  • Larsson, A. O. 2018. “The News User on Social Media.” Journalism Studies 19 (15): 2225–2242. https://doi.org/10.1080/1461670X.2017.1332957.
  • Lecheler, S. 2020. “The Emotional Turn in Journalism Needs to be About Audience Perceptions.” Digital Journalism 8 (2): 287–291. https://doi.org/10.1080/21670811.2019.1708766.
  • Lee, E.-J., & Tandoc Jr, E. C. (2017). “When News Meets the Audience: How Audience Feedback Online Affects News Production and Consumption.” Human Communication Research, 43(4), 436–449. https://doi.org/10.1111/hcre.12123
  • Lieberman, A., and J. Schroeder. 2020. “Two Social Lives: How Differences Between Online and Offline Interaction Influence Social Outcomes.” Current Opinion in Psychology 31: 16–21. https://doi.org/10.1016/j.copsyc.2019.06.022.
  • Lischka, J. A. 2021. “Logics in Social Media News Making: How Social Media Editors Marry the Facebook Logic with Journalistic Standards.” Journalism 22 (2): 430–447. https://doi.org/10.1177/1464884918788472.
  • Ljubešić, N., I. Markov, D. Fišer, and W. Daelemans. 2020. “The Lilah Emotion Lexicon of Croatian, Dutch and Slovene.” In Proceedings of the Third Workshop on Computational Modeling of People's Opinions, Personality, and Emotion's in Social Media. Barcelona, Spain, 153–157. ACL.
  • Lombard, M., J. Snyder-Duch, and C. C. Bracken. 2002. “Content Analysis in Mass Communication: Assessment and Reporting of Intercoder Reliability.” Human Communication Research 28 (4): 587–604.
  • Marquart, F., J. Ohme, and J. Möller. 2020. “Following Politicians on Social Media: Effects for Political Information, Peer Communication, and Youth Engagement.” Media and Communication 8 (2): 197–207. https://doi.org/10.17645/mac.v8i2.2764.
  • Martin, F., & Nightingale, V. (2019). “Affect and the Motivation to Share News.” In Sharing News Online, edited by F. Martin and T. Dwyer, 189-222. Cham: Palgrave Macmillan.
  • Masullo, G. M., and J. Kim. 2021. “Exploring “Angry” and “Like” Reactions on Uncivil Facebook Comments That Correct Misinformation in the News.” Digital Journalism 9 (8): 1103–1122. https://doi.org/10.1080/21670811.2020.1835512.
  • Opgenhaffen, M. 2021. “Facebook Status Messages as Seductive and Engaging Headlines: Interviews With Social Media News Editors.” In News Values from an Audience Perspective, edited by M. Temmerman and J. Mast, 121–138. Springer.
  • Poell, T., D. Nieborg, and J. Van Dijck. 2019. “Platformisation.” Internet Policy Review 8 (4): 1–13. https://doi.org/10.14763/2019.4.1425.
  • Savolainen, L., D. Trilling, and D. Liotsiou. 2020. “Delighting and Detesting Engagement: Emotional Politics of Junk News.” Social Media + Society 6 (4): 1–13. https://doi.org/10.1177/2056305120972037.
  • Saxton, G. D., and R. D. Waters. 2014. “What do Stakeholders Like on Facebook? Examining Public Reactions to Nonprofit Organizations’. Informational, Promotional, and Community-Building Messages.Journal of Public Relations Research 26 (3): 280–299.
  • Smoliarova, A. S., Gromova, T. M., & Pavlushkina, N. A. (2018). “Emotional Stimuli in Social Media User Behavior: Emoji Reactions on a News Media Facebook Page.” In Internet Science: 5th International Conference, INSCI 2018, St. Petersburg, Russia, October 24–26, 2018, Proceedings 5, 242–256. Cham: Springer International Publishing.
  • Stark, L. 2019. “digitalSTS.” In digitalSTS: A Field Guide for Science & Technology Studies, edited by J. Vertesi, D. Ribes, C. DiSalvo, Y. Loukissas, L. Forlano, D. K. Rosner, S. J. Jackson, and H. R. Shell, 117–135. Princeton University Press. https://doi.org/10.2307/j.ctvc77mp9.
  • Sturm Wilkerson, H., M. J. Riedl, and K. N. & Whipple. 2021. “Affective Affordances: Exploring Facebook Reactions as Emotional Responses to Hyperpartisan Political News.” Digital Journalism 9 (8): 1040–1061. https://doi.org/10.1080/21670811.2021.1899011.
  • Suiter, J., and R. Fletcher. 2020. “Polarization and Partisanship: Key Drivers of Distrust in Media old and new?” European Journal of Communication 35 (5): 484–501. https://doi.org/10.1177/0267323120903685.
  • Tandoc Jr, E. C. (2015). “Why web Analytics Click: Factors Affecting the Ways Journalists use Audience Metrics.” Journalism Studies, 16(6), 782–799. https://doi.org/10.1080/1461670X.2014.946309
  • Teh, P. L., P. Rayson, I. Pak, and S. Piao. 2015. “Sentiment Analysis Tools Should Take Account of the Number of Exclamation Marks.” In Proceedings of the 17th International Conference on Information Integration and Web-based Applications & Services, Brussels, Belgium, 11–13 December 2015, 1–6. New York, NY: Association for Computing Machinery.
  • Tom, D., M. Pollmann, and M. Goudbeek. 2018. “De Emotionele Respons van Lezers op Affectieve Headlines op Sociale Media.” Tijdschrift Voor Taalbeheersing 40 (1): 137–155. https://doi.org/10.5117/tvt2018.1.tom.
  • Trilling, D., P. Tolochko, and B. Burscher. 2017. “From Newsworthiness to Shareworthiness: How to Predict News Sharing Based on Article Characteristics.” Journalism and Mass Communication Quarterly 94 (1): 38–60.
  • Uribe, R., and B. Gunter. 2007. “Are `Sensational' News Stories More Likely to Trigger Viewers' Emotions Than Non-Sensational News Stories?” European Journal of Communication 22 (2): 207–228. https://doi.org/10.1177/0267323107076770.
  • Usher, N.. 2016. “Hacks, Hackers, and the Expansive Boundaries of Journalism.” In The Routledge Handbook of Developments in Digital Journalism Studies, edited by S. A. Eldridge and B. Franklin, 348–359. London: Routledge.
  • Van Dijck, J., and T. Poell. 2014. “Understanding Social Media Logic.” Media and Communication 1 (1): 2–14. https://doi.org/10.17645/mac.v1i1.70.
  • Vázquez-Herrero, J., M.-C. Negreira-Rey, and X. López-García. 2022. “Let’s Dance the News! How the News Media are Adapting to the Logic of TikTok.” Journalism 23 (8): 1717–1735. https://doi.org/10.1177/1464884920969092.
  • Wahl-Jorgensen, K. 2020. “An Emotional Turn in Journalism Studies?” Digital Journalism 8 (2): 175–194. https://doi.org/10.1080/21670811.2019.1697626.
  • Welbers, K., and M. Opgenhaffen. 2019. “Presenting News on Social Media: Media Logic in the Communication Style of Newspapers on Facebook.” Digital Journalism 7 (1): 45–62. https://doi.org/10.1080/21670811.2018.1493939.
  • Welbers, K., W. Van Atteveldt, J. Kleinnijenhuis, N. Ruigrok, and J. Schaper. 2016. “News Selection Criteria in the Digital age: Professional Norms Versus Online Audience Metrics.” Journalism 17 (8): 1037–1053. https://doi.org/10.1177/1464884915595474.