Evidence map›Paper›PMID 37728552›Full record

ArticleChild development

Nameability supports rule-based category learning in children and adults.

Martin Zettersten, Catherine Bredemann, Megan Kaul, Kaitlynn Ellis, Haley A Vlach, Heather Kirkorian, Gary Lupyan

Open access · hybridAbstract read
In one paragraph

Article in Child development. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
1.3field-weighted citation impact, top 19% 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

3 citing papers in PubMed, 5 citations in OpenAlex.

  1. Article
  2. Article
  3. Semantic Anchors Facilitate Task Encoding in Continual Learning.Open mind : discoveries in cognitive science · 2025
    Article
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

7 authors at 1 institution in 1 country.

Martin ZetterstenDepartment of Psychology, University of Wisconsin-Madison, Madison, Wisconsin, USA.ORCID 0000-0002-0444-7059
Catherine BredemannDepartment of Educational Psychology, University of Wisconsin-Madison, Madison, Wisconsin, USA.ORCID 0000-0001-7399-5545
Megan KaulDepartment of Educational Psychology, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Kaitlynn EllisDepartment of Educational Psychology, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Haley A VlachDepartment of Educational Psychology, University of Wisconsin-Madison, Madison, Wisconsin, USA.ORCID 0000-0001-6905-2106
Heather KirkorianHuman Development and Family Studies Department, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Gary LupyanDepartment of Psychology, University of Wisconsin-Madison, Madison, Wisconsin, USA.
University of Wisconsin–Madison · US

Funding

Behavioral and neural mechanisms of active word learning in child-caregiver interactionsF32HD110174 · NICHD · PRINCETON UNIVERSITY · PI ZETTERSTEN, MARTIN CURTIS · 2022 to 2023
$132k
NICHD NIH HHS F32 HD110174
6 · The paper itself

Abstract

The present study tested the hypothesis that verbal labels support category induction by providing compact hypotheses. Ninety-seven 4- to 6-year-old children (M = 63.2 months; 46 female, 51 male; 77% White, 8% more than one race, 4% Asian, and 3% Black; tested 2018) and 90 adults (M = 20.1 years; 70 female, 20 male) in the Midwestern United States learned novel categories with features that were easy (e.g., "red") or difficult (e.g., "mauve") to name. Adults (d = 1.06) and-to a lesser extent-children (d = 0.57; final training block) learned categories composed of more nameable features better. Children's knowledge of difficult-to-name color words predicted their learning for categories with difficult-to-name features. Rule-based category learning may be supported by the emerging ability to form verbal hypotheses.

Indexed as

LearningVerbal LearningAdultChildFemaleHumansMaleMidwestern United States

Identifiers

PMID37728552
PMCPMC10922161
OpenAlexW4386878334

What OpenQuestion holds

Textmetadata
LicenceTDM
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.