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UX Research Experimental Design Statistical Analysis

Environmental Sound Effects & False Memory

Investigating how environmental auditory cues influence memory accuracy and user confidence through the DRM paradigm.

67 Participants
2×2 Between-Subjects
p=.048 Significance
r=.28 Correlation
Laith presenting at the departmental colloquium

Role

Lead Researcher & Study Designer

Timeline

Fall 2025 to Winter 2026

Institution

UCSB Dept. of Psychological & Brain Sciences

Methods

2×2 ANOVA, DRM Paradigm, Qualtrics, SPSS

Deliverables

Research Paper
Research Poster

Overview

This study investigated whether environmental sound effects (SFX) paired with semantically related word lists could influence memory accuracy. Using the Deese-Roediger-McDermott (DRM) paradigm, a well-established method for studying false memory, I explored how auditory context affects both true and false recall.

The findings revealed a critical disconnect between user confidence and actual accuracy, with significant implications for UX design in audio-enhanced interfaces.

The Problem

Digital products increasingly use ambient sounds and audio cues to enhance user experience. But how do these auditory elements affect cognitive processing and memory accuracy?

Previous research has shown that the DRM paradigm reliably produces false memories — participants often "remember" words that were never presented but are semantically related to the list theme. I hypothesized that adding environmental sound effects that match the word list theme might create stronger contextual encoding, potentially reducing false memory by providing distinctive sensory cues.

Research Questions

  1. Does the presence of environmental sound effects reduce false recognition rates in the DRM paradigm?
  2. How does participant confidence interact with sound conditions to affect memory accuracy?
  3. Can auditory context provide distinctive encoding cues that enhance verbatim memory traces?

Methodology

Participants

67 undergraduate students from UCSB participated for course credit. Participants were randomly assigned to one of four conditions.

Design

2×2 between-subjects factorial design:
Factor 1: Sound Condition (SFX vs. No SFX)
Factor 2: Confidence Level (High vs. Low)

DRM Paradigm

Participants studied word lists where each list was semantically associated with a critical lure (never presented but expected to be falsely recognized). Example: "bed, rest, awake, tired, dream..." with the critical lure being "SLEEP"

Sound Manipulation

SFX condition: Environmental sounds matching list themes played during encoding (e.g., ocean waves for beach-related words, birdsong for nature words).
Control: Silent encoding condition.

Procedure

1

Encoding Phase

Participants viewed word lists (15 words each) at 2-second intervals. SFX group heard thematically matched environmental sounds.

2

Distractor Task

Brief filler activity to prevent rehearsal and simulate natural memory decay.

3

Recognition Test

Old/New recognition judgment for studied words, critical lures, and unrelated new words.

4

Confidence Rating

Participants rated their overall confidence in their memory performance on a 1-7 scale.

Results

False Recognition Rate by Confidence and Condition

0.5 0.4 0.3 0.2 0.1 0.0
No SFX: 0.45
SFX: 0.45
High Confidence
No SFX: 0.38
SFX: 0.43
Low Confidence
No SFX (Control)
SFX (Experimental)

High confidence participants showed elevated false recognition rates regardless of sound condition (p = .048)

Main Effect of Confidence

F(1,63) = 4.07, p = .048

Participants with higher confidence showed significantly higher false recognition rates. This paradoxical finding suggests that confidence reflects the strength of semantic activation rather than accurate verbatim memory.

SFX Main Effect

F(1,63) = 0.69, p = .410

No significant difference in false recognition between SFX and control conditions. Sound effects did not reduce false memories as hypothesized.

Confidence-Accuracy Correlation

r = .28, p = .021

Positive correlation between confidence and false recognition rate. Higher confidence predicted more false memories, not fewer.

Interaction Effect

F(1,63) = 0.12, p = .732

No significant interaction between sound condition and confidence level.

Key Insights

Auditory Cues Integrate with Gist Traces

Rather than creating distinctive verbatim memory traces, environmental sound effects appear to integrate with and potentially strengthen semantic/gist-based memory processing. This challenges the assumption that more sensory context always improves memory accuracy.

The Confidence-Accuracy Paradox

Users who feel most confident in their memories may actually be the most susceptible to false memories. This "phantom recollection" phenomenon has significant implications for UX research. Confidence ratings alone may not indicate true recall accuracy.

UX Design Implications

When designing audio-enhanced interfaces, we must consider that ambient sounds may not improve memory for specific content. Instead, they may increase overall confidence while potentially introducing memory errors. Critical information should not rely solely on auditory context for accurate recall.

Limitations

  • Single encoding session may not capture long-term memory effects
  • Laboratory setting differs from real-world interface contexts
  • Convenience sample of undergraduates may limit generalizability
  • Confidence measured post-test rather than per-item

Future Directions

  • Investigate specific sound characteristics (volume, rhythm, complexity)
  • Explore item-level confidence ratings during recognition
  • Test in applied interface contexts (e.g., onboarding, tutorials)
  • Examine delayed recall to assess long-term memory effects

Conclusion

This study reveals a counterintuitive relationship between auditory context, confidence, and memory accuracy. While environmental sound effects don't directly increase false memories, they also don't provide the protective distinctive encoding that was hypothesized.

The significant positive correlation between confidence and false recognition (r=.28, p=.021) presents a crucial finding for UX practitioners: user confidence is not a reliable indicator of memory accuracy. When designing audio-enhanced experiences, we must develop objective measures of user comprehension rather than relying on subjective confidence ratings.

Interested in this research?

Download the full research poster or get in touch to discuss the findings.

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