KLINGELHOEFER Julius's profile
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KLINGELHOEFER JuliusORCID_LOGO

  • School of Business, Economics, and Society, Friedrich-Alexander-Universität Erlangen-Nürnberg, Nuremberg, Germany
  • Social sciences

Recommendations:  0

Review:  1

Areas of expertise
Digital Well-Being, Communication, Social Media, Digital Disconnection

Review:  1

31 May 2024
STAGE 1

Unveiling the Positivity Bias on Social Media: A Registered Experimental Study On Facebook, Instagram, And X

Social media positivity bias

Recommended by based on reviews by Linda Kaye, Marcel Martončik, Julius Klingelhoefer and 1 anonymous reviewer
Both research and public debates around social media use tend to involve a premise of positivity bias, which refers to presenting one’s life in an overly positive light by various different means. This premise contributes to multiple potentially important follow-up hypotheses, such as the fear of missing out and low self-image effects, due to repeated consumption of positive social media content (e.g., Bayer et al. 2020, for a review). The positivity bias of social media use, itself, has received limited research attention, however. 
 
In the present study, Masciantonio and colleagues (2024) will test positivity bias in the context of three social media platforms: Facebook, Instagram, and X. The experiment involves recruiting participants into platform-specific user groups and crafting posts to be shared with friends as well as respective social media audiences. If positivity bias manifests in this context, the social media posts should introduce more positive valence in comparison to offline sharing—and if the platforms differ in their encouragement of positivity bias, they should introduce significant between-platform differences in valence.
 
The Stage 1 plan was reviewed by four independent experts representing relevant areas of methodological and topic expertise. Three reviewers proceeded throughout three rounds of review, after which the study was considered having met all Stage 1 criteria and the recommender granted in-principle acceptance. 
 
URL to the preregistered Stage 1 protocol: https://osf.io/9z6hm
 
Level of bias control achieved: Level 6. No part of the data or evidence that will be used to answer the research question yet exists and no part will be generated until after IPA.  
 
List of eligible PCI RR-friendly journals:
 
 
References
 
1. Bayer, J. B., Triệu, P., & Ellison, N. B. (2020). Social media elements, ecologies, and effects. Annual review of psychology, 71, 471-497. https:// doi.org/10.1146/annurev-psych-010419-050944
 
2. Masciantonio, A., Heiser, N., & Cherbonnier, A. (2024). Unveiling the Positivity Bias on Social Media: A Registered Experimental Study On Facebook, Instagram, And X. In principle acceptance of Version 4 by Peer Community in Registered Reports. https://osf.io/9z6hm
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KLINGELHOEFER JuliusORCID_LOGO

  • School of Business, Economics, and Society, Friedrich-Alexander-Universität Erlangen-Nürnberg, Nuremberg, Germany
  • Social sciences

Recommendations:  0

Review:  1

Areas of expertise
Digital Well-Being, Communication, Social Media, Digital Disconnection