The impact of algorithmic decision-making processes on young people’s well-being (Preprint)

Perez Vallejos, Elvira; Dowthwaite, Liz; Creswich, Helen; Portillo, Virginia; Koene, Ansgar; Jirotka, Marina; McCarthy, Amy; McAuley, Derek

Abstract

Background:
Algorithms rule the online environments and are essential for performing data processing, filtering, personalisation and other tasks. Research has shown that children and young people make up a significant proportion of Internet users, however little attention has been given to their experiences of algorithmically-mediated online platforms, or the impact of them on their mental health and well-being. The algorithms that govern online platforms are often obfuscated by a lack of transparency in their online Terms and Conditions and user agreements. This lack of transparency speaks to the need for protecting the most vulnerable users from potential online harms.

Objective:
To capture young people's experiences when being online and perceived impact on their well-being.

Methods:
In this paper, we draw on qualitative and quantitative data from a total of 260 children and young people who took part in a ‘Youth Jury’ to bring their opinions to the forefront, elicit discussion of their experiences of using online platforms, and perceived psychosocial impact on users.

Results:
The results of the study revealed the young people’s positive as well as negative experiences of using online platforms. Benefits such as being convenient and providing entertainment and personalised search results were identified. However, the data also reveals participants’ concerns for their privacy, safety and trust when online, which can have a significant impact on their well-being.

Conclusions:
We conclude by making recommendations that online platforms acknowledge and enact on their responsibility to protect the privacy of their young users, recognising the significant developmental milestones that this group experience during these early years, and the impact that technology may have on them. We argue that governments need to incorporate policies that require technologists and others to embed the safeguarding of users’ well-being within the core of the design of Internet products and services to improve the user experiences and psychological well-being of all, but especially those of children and young people. Clinical Trial: N/A

Citation

Perez Vallejos, E., Dowthwaite, L., Creswich, H., Portillo, V., Koene, A., Jirotka, M., McCarthy, A., & McAuley, D. The impact of algorithmic decision-making processes on young people’s well-being (Preprint)

• Working Paper Type: Working Paper
• Deposit Date: Aug 8, 2023
• Public URL: https://nottingham-repository.worktribe.com/output/5495942
• Publisher URL: https://preprints.jmir.org/preprint/17529
• Additional Information: Unreviewed preprint