Plate Nº 57 · recorded October 8, 2026

Neuroscience & MindReported finding

Short-Video Feeds Hit Users With ADHD Hardest, Study Finds

A TU Graz survey of 302 users shows endless short-video feeds disproportionately harm people with ADHD, who lose track of time and feel regret and guilt after scrolling.

By James Calloway4 min read787 words

In brief

  1. A TU Graz study of 302 participants found users with ADHD struggle most to stop scrolling endless short-video feeds.
  2. The study defines the 'engagement trap': recommendations feel highly relevant while users lose the ability to stop consciously.
  3. Users with ADHD reported lost time awareness, longer-than-intended sessions, and post-scroll regret, guilt and worsened mood.
  4. In March 2026 a U.S. jury ordered Meta and Google to pay $6 million total in a landmark negligence case.
  5. The European Commission flagged preliminary Digital Services Act breaches by TikTok (Feb 2026) and Instagram/Facebook (July 2026) over 'addictive' designs.
Endless video feeds leave users with ADHD struggling to stop, survey finds
Plate Nº 57Endless video feeds leave users with ADHD struggling to stop, survey finds — AI-generated

A survey of 302 people by Graz University of Technology (TU Graz) has quantified what many users of TikTok, Instagram Reels and YouTube Shorts already sense: algorithmically generated, never-ending video feeds systematically undermine the ability to stop scrolling — and people with ADHD suffer the most.

The researchers, led by Elisabeth Lex of the Institute of Human-Centred Computing, call this phenomenon the "engagement trap": a state in which recommendation algorithms capture attention so effectively that users lose the ability to deliberately stop using the service.

What exactly is the 'engagement trap'?

Short-form video platforms use a simple but effective tactic to maximize the time users spend on them: they feed one video after another into a feed that loads new content automatically as you scroll. The result is an endless loop of ever-changing content with no discernible end.

"By the 'engagement trap,' we mean a situation in which (video) recommendations are, on the one hand, perceived as highly relevant, but, on the other hand, people find it very difficult to tear themselves away from the screen and consciously control their own behavior," the researchers explain.

The problem is especially acute for people with attention-deficit/hyperactivity disorder, a condition that impairs executive functions — the mental skills that govern impulse control, time management and self-regulation.

What did the study find?

Everyone in the study, with or without ADHD, rated the recommended videos as equally relevant to their personal interests. But the consequences of using the platforms differed considerably between the two groups.

According to the results:

  • Participants with ADHD showed a marked lack of time awareness and had great difficulty judging how much time had passed while scrolling.
  • They often stayed online far longer than intended and struggled to stop using the apps.
  • After closing the app, they frequently reported intense feelings of regret and guilt.
  • They often felt the time spent was not valuable, that important planned tasks had been shelved, and that their mood had deteriorated.

"Our findings show that recommender systems optimized for engagement place a disproportionate emotional and behavioral burden on people with ADHD," Lex said.

The negative effects, in other words, do not end when the app is closed — they often carry over as emotional distress.

What are the study's limitations?

The findings are based on a survey of 302 participants and are self-reported, so they capture perceived experience rather than objectively measured screen time. The study has been published as a preprint on arXiv (Vedad Misirlic et al., 2026; DOI: 10.48550/arxiv.2609.07795), meaning it has not yet passed full peer review. The results describe an association between ADHD and difficulty disengaging, not a demonstration that the feeds cause ADHD symptoms. Readers should treat the conclusions as preliminary until the work is formally reviewed.

What do the researchers propose?

In light of this systemic inequality, the TU Graz team is calling for digital interfaces to be designed with sensitivity to neurodiversity — that is, to accommodate different ways brains process attention and self-control.

The study found participants were open to concrete forms of support, including:

  • a fixed maximum number of videos per session;
  • continuous visual time displays.

Lex places the responsibility on developers: "To redress this imbalance, we must move away from optimization focused purely on engagement toward human-centered design practices that explicitly support users' sense of time and their intentional control."

Such inclusive features, the researchers argue, could mitigate the negative effects of the engagement trap in the long term and strengthen users' digital self-determination — their ability to make conscious choices about their own technology use.

Why does this matter legally and politically?

The findings land in the middle of an increasingly public, political and legal debate over whether platform operators such as Meta encourage compulsive or potentially addictive use through certain design elements and recommendation systems, thereby breaching their duty of care.

The pressure is already producing results:

  • In the U.S., a jury found Meta and Google negligent in a landmark case in March 2026 and ordered them to pay a total of $6 million in damages; TikTok and Snapchat had earlier reached out-of-court settlements with the plaintiff.
  • At the EU level, the European Commission identified preliminary breaches of the Digital Services Act by TikTok in February 2026 and by Instagram and Facebook in July 2026, citing "addictive" designs.

Regulators are focusing on infinite scrolling, autoplay, push notifications and personalized recommendation systems, and on their potential impact on the physical and mental health of minors and vulnerable adults. The TU Graz study adds a scientific dimension to that debate: the same design choices affect users unevenly, and those least equipped to resist them pay the highest price.

via Medical Xpress (Source)

Filed under

  • adhd
  • social-media
  • recommender-systems
  • neurodiversity
  • digital-wellbeing
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James Calloway

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Staff writer covering marketplaces and e-commerce at SciBeat.

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