Evidence map›Paper›PMID 41306732›Full record

ArticleJournal of memory and language2026

Listening to disfluent speech: Robust effect at processing may not extend to learning.

Emma Libersky, Margarita Kaushanskaya

Abstract read
In one paragraph

Article in Journal of memory and language, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Emma LiberskyWaisman Center, University of Wisconsin-Madison, Madison, USA.
Margarita KaushanskayaWaisman Center, University of Wisconsin-Madison, Madison, USA.

Funding

Waisman Intellectual and Developmental Disabilities Research Center Down Syndrome RegistryU54HD090256 · NICHD · UNIVERSITY OF WISCONSIN-MADISON · PI POLLAK, SETH D · 2016 to 2020
$6.0M
Talking Late in Two LanguagesR01DC020447 · NIDCD · UNIVERSITY OF WISCONSIN-MADISON · PI Margarita Kaushanskaya · 2023 to 2026
$1.9M
Learning in Two Languages by Bilingual Children With and Without Language ImpairmentR01DC016015 · NIDCD · UNIVERSITY OF WISCONSIN-MADISON · PI KAUSHANSKAYA, MARGARITA · 2018 to 2022
$1.7M
Listening to and Learning from Disfluent Speech in Children with and without Developmental Language DisorderF31DC021386 · NIDCD · UNIVERSITY OF WISCONSIN-MADISON · PI Emma Jane Libersky · 2024 to 2026
$111k
NICHD NIH HHS U54 HD090256NIDCD NIH HHS F31 DC021386NIDCD NIH HHS R01 DC016015NIDCD NIH HHS R01 DC020447
6 · The paper itself

Abstract

Fillers, such as uh and um in English, are reliable predictors of upcoming novelty, and listeners harness these statistics to process disfluent speech efficiently. Predictive processing begets prediction error, and therefore it is possible that fillers impact word learning when they precede unexpected referents. However, the effect of fillers on word learning is unknown, especially over different time scales. Across five experiments, we sought to investigate the impact of fillers on language processing and learning, focusing on the relationship between fillers and predictive processing. Following exposure to novel words under fluent and disfluent learning conditions, we measured participants' word recognition at immediate vs. delayed testing. Participants consistently used fillers to predict upcoming novelty at exposure, but they tended to demonstrate similar retention of words taught in fluent and disfluent conditions, whether or not they made prediction errors. We frame our findings in the context of predictive processing and disfluency, concluding that disfluency shapes listeners' predictions but this effect does not carry over to word retention.

Indexed as

disfluencylanguage processingpredictive processingword learning

Identifiers

PMID41306732
PMCPMC12646069

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.