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The Illusion of Performance: The Effect of Phantom Display Refresh Rates on User Expectations and Reaction Times

Published: 11 May 2024 Publication History

Abstract

User expectations impact the evaluation of new interactive systems. Increased expectations may enhance the perceived effectiveness of interfaces in user studies, similar to a placebo effect observed in medical studies. To showcase the placebo effect, we conducted a user study with 18 participants who performed a target selection reaction time test with two different display refresh rates. Participants saw a stated screen refresh rate before every condition, which corresponded to the true refresh rate only in half of the conditions and was lower or higher in the other half. Results revealed successful priming, as participants believed in superior or inferior performance based on the narrative despite using the opposite refresh rate. Post-experiment questionnaires confirmed participants still held onto the initial narrative. Interestingly, the objective performance remained unchanged between both refresh rates. We discuss how study narratives influence subjective measures and suggest strategies to mitigate placebo effects in user-centered study designs.

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References

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  • (2024)A qualitative assessment of using ChatGPT as large language model for scientific workflow developmentGigaScience10.1093/gigascience/giae03013Online publication date: 19-Jun-2024

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        cover image ACM Conferences
        CHI EA '24: Extended Abstracts of the CHI Conference on Human Factors in Computing Systems
        May 2024
        4761 pages
        ISBN:9798400703317
        DOI:10.1145/3613905
        Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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        Published: 11 May 2024

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        Author Tags

        1. Human-AI Interfaces
        2. Placebo
        3. Placebo Effect
        4. Refresh Rates
        5. User Expectations
        6. User Studies

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        • (2024)A qualitative assessment of using ChatGPT as large language model for scientific workflow developmentGigaScience10.1093/gigascience/giae03013Online publication date: 19-Jun-2024

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