Evidence map›Paper›PMID 41245340›Full record

ArticleFrontiers in psychology2025

The "inverted-U" of cognitive effort across speech rates holds for simple but not complex sentence structures.

Ryan M O'Leary, Nataniela Zavlun, Alex Kinney, Arthur Wingfield

Abstract read
In one paragraph

Article in Frontiers in psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Ryan M O'LearyDepartment of Psychology, Volen National Center for Complex Systems, Brandeis University, Waltham, MA, United States.
Nataniela ZavlunDepartment of Psychology, Volen National Center for Complex Systems, Brandeis University, Waltham, MA, United States.
Alex KinneyDepartment of Psychology, Volen National Center for Complex Systems, Brandeis University, Waltham, MA, United States.
Arthur WingfieldDepartment of Psychology, Volen National Center for Complex Systems, Brandeis University, Waltham, MA, United States.

Funding

Cochlear implants and listening effort: the interaction of cognitive and sensory constraintsR01DC016834 · NIDCD · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Jonathan E Peelle, Mario A Svirsky · 2018 to 2026
$3.8M
NIDCD NIH HHS R01 DC016834
6 · The paper itself

Abstract

Pupil dilation has become a well-established physiological index of cognitive effort. Here we examined the often-cited finding of an inverted U-shaped function of pupil size across the continuum from highly degraded to clear speech. Unlike the short sentences with simple syntax as used in the original inverted-U demonstrations, 32 young adults recalled sentences with subject-relative embedded clause structures and more syntactically complex object-relative embedded clause structures. Sentences were degraded using time-compression and presented at 10, 25, 35 and 100% of their normal playing time selected from a preliminary calibration study. Subject-relative sentences showed an approximately symmetrical inverted U-shaped function across speech rates, but object-relative sentences failed to show the drop in pupil size with normal-rate speech. We conclude that the symmetric inverted U-shaped function of pupil size with increasing speech quality is limited to sentences with simple syntax. We thus offer a more complete picture of the inverted-U than currently in the literature.

Indexed as

effortinverted-Upupillometrysyntactic complexitytime-compression

Identifiers

PMID41245340
PMCPMC12614458

What OpenQuestion holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.