Evidence map›Paper›PMID 33136519›Full record

ReviewPerspectives on psychological science : a journal of the Association for Psychological Science2021

Statistical Learning and Language Impairments: Toward More Precise Theoretical Accounts.

Louisa Bogaerts, Noam Siegelman, Ram Frost

Open access · hybridAbstract readReview
In one paragraph

Review in Perspectives on psychological science : a journal of the Association for Psychological Science, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed, 1 pooled it
10.3field-weighted citation impact, top 1% of its field
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

20 citing papers in PubMed, 1 synthesis or guideline pooled it, 82 citations in OpenAlex.

  1. Pooled it
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  4. Rapid decay of perceptual memory in dyslexia.Trends in cognitive sciences · 2026
    Review
  5. Memory Consolidation in Adults With and Without Developmental Language Disorder and Dyslexia.International journal for research in learning disabilities · 2026
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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

3 authors at 2 institutions in 4 countries.

Louisa BogaertsDepartment of Psychology, The Hebrew University.ORCID 0000-0001-6145-8662
Noam SiegelmanHaskins Laboratories, New Haven, Connecticut.
Ram FrostDepartment of Psychology, The Hebrew University.
Haskins Laboratories · USHebrew University of Jerusalem · IL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Statistical-learning (SL) theory offers an experience-based account of typical and atypical spoken and written language acquisition. Recent work has provided initial support for this view, tying individual differences in SL abilities to linguistic skills, including language impairments. In the current article, we provide a critical review of studies testing SL abilities in participants with and without developmental dyslexia and specific language impairment and discuss the directions that this field of research has taken so far. We identify substantial vagueness in the demarcation lines between different theoretical constructs (e.g., "statistical learning," "implicit learning," and "procedural learning") as well as in the mappings between experimental tasks and these theoretical constructs. Moreover, we argue that current studies are not designed to contrast different theoretical approaches but rather test singular confirmatory predictions without including control tasks showing normal performance. We end by providing concrete suggestions for how to advance research on SL deficits in language impairments.

Indexed as

Language DevelopmentLanguage Development DisordersLearningLinguisticsBiomedical ResearchHumansdevelopmental disordersdyslexiaimplicit learninglanguage acquisitionliteracyprocedural learningreadingspecific language impairmentstatistical learning

Identifiers

PMID33136519
PMCPMC7961654
OpenAlexW3094841129

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.