mlsanityData to 7 Oct 2026

Effects of Added Emphasis and Pause in Audio Delivery of Health Information

arXiv 2404.19119 ↗First posted 29 Apr 2024cs.CLcited by 1

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Abstract (arXiv)

Health literacy is crucial to supporting good health and is a major national goal. Audio delivery of information is becoming more popular for informing oneself. In this study, we evaluate the effect of audio enhancements in the form of information emphasis and pauses with health texts of varying difficulty and we measure health information comprehension and retention. We produced audio snippets from difficult and easy text and conducted the study on Amazon Mechanical Turk (AMT). Our findings suggest that emphasis matters for both information comprehension and retention. When there is no added pause, emphasizing significant information can lower the perceived difficulty for difficult and easy texts. Comprehension is higher (54%) with correctly placed emphasis for the difficult texts compared to not adding emphasis (50%). Adding a pause lowers perceived difficulty and can improve retention but adversely affects information comprehension.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Builds on 2 of its 19 references that are in the map. First posted on arXiv 29 Apr 2024.

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2 of 19 references.

References · 2

  1. 2022A Deep Learning based No-reference Quality Assessment Model for UGC Videoscited by 128
  2. 2018Semantic Structural Evaluation for Text Simplificationcited by 30

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