How does the design of social media content controls shape users’ choice? Evidence from an online experiment

Abstract Social media offers many benefits but also carries risks, including exposure to distressing content. The UK’s Online Safety Act requires certain platforms to empower users to control the content they see. Content controls can reduce users’ exposure to sensitive content. However, there is little public data on how platform design shapes the use of these controls. In our online randomised controlled trial on a simulated social media platform, participants were given an initial choice between seeing ‘All content types’ or ‘Reduced sensitive content’. After browsing, they were given the opportunity to change their choice. In the Control arm, none of the options were pre-selected. 24% chose ‘Reduced sensitive content’. Pre-selecting ‘All content types’ reduced this proportion to 15%. Conversely, adding a description of ‘sensitive content’ on the choice page increased that figure to 29%. The initial choice proved to be ‘sticky’. When invited to review after browsing, those defaulted away from ‘Reduced sensitive content’ did not switch any more than those whose choice was not influenced by a default. Overall, user choice was susceptible to choice architecture, and users’ tendency to update their initial choice was weak. This highlights the importance of platform design to deliver genuine user empowerment.

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Publication Details

Journal
Behavioural Public Policy
Published
2025-11-10
DOI
https://doi.org/10.1017/bpp.2025.10016
Primary Topic
Privacy, Security, and Data Protection
Type
article
Field-Weighted Citation Impact
0.00
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article

How does the design of social media content controls shape users’ choice? Evidence from an online experiment

Thea House, Rupert Gill, Sujatha Krishnan-Barman, Martin Wessel et al.
Behavioural Public Policy
Privacy, Security, and Data Protection
article

How does the design of social media content controls shape users’ choice? Evidence from an online experiment

Thea House, Rupert Gill, Sujatha Krishnan-Barman, Martin Wessel, Elena Meyer Zu Brickwedde, Natalia Shakhina, Pinelopi Skotida
article en

Abstract

Abstract Social media offers many benefits but also carries risks, including exposure to distressing content. The UK’s Online Safety Act requires certain platforms to empower users to control the content they see. Content controls can reduce users’ exposure to sensitive content. However, there is little public data on how platform design shapes the use of these controls. In our online randomised controlled trial on a simulated social media platform, participants were given an initial choice between seeing ‘All content types’ or ‘Reduced sensitive content’. After browsing, they were given the opportunity to change their choice. In the Control arm, none of the options were pre-selected. 24% chose ‘Reduced sensitive content’. Pre-selecting ‘All content types’ reduced this proportion to 15%. Conversely, adding a description of ‘sensitive content’ on the choice page increased that figure to 29%. The initial choice proved to be ‘sticky’. When invited to review after browsing, those defaulted away from ‘Reduced sensitive content’ did not switch any more than those whose choice was not influenced by a default. Overall, user choice was susceptible to choice architecture, and users’ tendency to update their initial choice was weak. This highlights the importance of platform design to deliver genuine user empowerment.

Behavioural Public Policy
Ofcom (GB), The Behavioural Insights Team (GB)
Openalex Percentile: Top 55%
Privacy, Security, and Data Protection
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How does the design of social media content controls shape users’ choice? Evidence from an online experiment — Thea House, Rupert Gill, et al. · Behavioural Public Policy (2025) | TGRS Research Map | TGRS