Short-Form Videos Degrade Our Capacity to Retain Intentions: Effect of Context Switching On Prospective Memory

Chronic Disease Self-Management (Diabetes, Hypertension, etc.)Social Platform Design & User BehaviorTechnology Ethics & Critical HCICybersecurity EngineersAI/ML Researchers & EngineersPrivacy Policy MakersHCI Researchers

Title of the Paper

Short Videos Weaken Our Ability to Maintain Intentions: The Impact of Multitasking on Prospective Memory

Bibliographic Information

  • Subject Area: Human-Computer Interaction, Cognitive Science
  • Keywords: Prospective Memory, Social Media, Digital Health, Short Videos, Distraction, Attention Switching

Research Background and Problem

  • Research Question: How do the formats of short videos and social media affect human prospective memory? Specifically, can individuals remember and complete previously planned tasks while engaged in another activity?
  • Background: Short video platforms (e.g., TikTok) have rapidly attracted a large user base with their addictive and high-density video streams. However, it remains unclear whether these rapid context switches impair critical cognitive abilities such as memory and intention execution.
  • Significance: Prospective memory is crucial for daily life (e.g., work, task completion, or resuming plans), as well as for productivity and safety. Understanding the impact of social media on this type of memory can inform the design of better technological interventions for user well-being.
  • Research Motivation and Related Work:
    • Previous studies suggest that social media distractions negatively affect visual memory and task performance, but the specific effects of different social media formats on memory have not been thoroughly explored.
    • Issues related to the allocation of attention resources and challenges in goal memory in multitasking contexts remain under-investigated.

Solution

  • Research Method:
    • The authors designed an experiment with four groups (Rest, Twitter, YouTube, TikTok), where each group of participants experienced different interruption conditions (rest or using the aforementioned platforms) to examine the impact of these distractions on memory task performance.
    • Two tasks were used: a Lexical Decision (LD) task and a Prospective Memory (PM) task.
  • Innovations in Experimental Design:
    • Comparison of the effects of rapid context switching induced by short videos (TikTok) with long videos (YouTube), primarily text-based content (Twitter), and a rest control condition on memory performance.
    • Utilization of an extended Drift-Diffusion Model to quantify the psychological mechanisms underlying changes in reaction time and decision-making behavior.
    • Controlled task formats (video/text) and levels of task interference across different content attributes.
  • Implementation Steps:
    • The experiment recruited 60 participants, with each group completing two rounds of memory tasks before and after interruptions.
    • During a 10-minute interruption period, participants engaged in one of four different activities (TikTok, Twitter, YouTube, or rest).
    • Data collection included behavioral data (reaction time, task accuracy) and subjective data (social media usage habits, attention and addiction assessments, etc.).

Research Findings

  • Overview of Results:
    • The short video stream on TikTok significantly reduced participants' performance on PM tasks, particularly after interruptions, with error rates increasing markedly (from 20% to 50%), and correct/incorrect decisions becoming almost random.
    • Other conditions (Rest, Twitter, YouTube) did not have significant negative effects on PM or LD tasks.
  • Key Findings:
    • Complex rapid context switching and highly emotional video content may lead to significant impairment in PM tasks.
    • Analysis using the Drift-Diffusion Model revealed increased uncertainty (greater variance) and reduced decision boundaries (faster, less accurate choices), further validating the negative impact of TikTok interruptions on memory and decision-making processes.
    • Additionally, the impairment in PM task performance showed no statistically significant correlation with participants' subjective engagement, social media addiction index (BSMARS), or inattentive smartphone usage habits (SUQ-A).
  • Comparison with Existing Solutions:
    • This study is the first to quantify the specific effects of different social media interaction formats on prospective memory, particularly the significant cognitive burden caused by short videos (e.g., TikTok).
  • Limitations and Future Directions:
    • Other social media formats (e.g., Instagram, Facebook) were not examined; future research could explore the combined effects of multiple platforms.
    • Real-world tasks in daily life need further validation to understand the specific mechanisms of short video impact.
    • Future experiments could systematically manipulate the frequency of context switching and content types to gain a more nuanced understanding of their effects.

Conclusion

This study provides the first empirical quantitative data on the impact of short videos on prospective memory, offering valuable insights for social media designers to improve user experience. Short video platforms may not only serve as entertainment media but also have profound implications for users' cognitive health. Therefore, careful design and exploration of related intervention mechanisms are necessary to mitigate these negative effects.

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https://hci.top/en/papers/chi/96367/2023

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DOI: https://doi.org/10.1145/3544548.3580778
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CHI
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2023
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5 authors
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Chronic Disease Self-Management (Diabetes, Hypertension, etc.), Social Platform Design & User Behavior, Technology Ethics & Critical HCI
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Cybersecurity Engineers, AI/ML Researchers & Engineers, Privacy Policy Makers, HCI Researchers
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