Evidence map›Paper›PMID 39924773›Full record

ArticleJournal of learning disabilities

Specificity, Co-Occurrence, and Growth: Math and Reading Skill Development in Children With Learning Disabilities.

Katherine Helene Connors, Emily L Guertin, Melissa Nichol, Joan M Bosson-Heenan, Jeffrey R Gruen, Jan C Frijters

Abstract read
In one paragraph

Article in Journal of learning disabilities. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Timing Matters: Leveraging Temporal Contexts for Interpreting Reading Progress.Mind, brain and education : the official journal of the International Mind, Brain, and Education Society · 2025
    Article
  4. 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

6 authors.

Katherine Helene ConnorsBrock University, St. Catharines, ON, Canada.ORCID 0009-0004-2631-2931
Emily L GuertinBrock University, St. Catharines, ON, Canada.ORCID 0000-0002-0854-8463
Melissa NicholBrock University, St. Catharines, ON, Canada.
Joan M Bosson-HeenanYale School of Medicine, New Haven, CT, USA.
Jeffrey R GruenYale School of Medicine, New Haven, CT, USA.ORCID 0000-0001-7640-2071
Jan C FrijtersBrock University, St. Catharines, ON, Canada.ORCID 0000-0001-5625-4892

Funding

VALIDITY OF SUBTYPES OF ADHDP50HD027802 · NICHD · UNIVERSITY OF COLORADO AT BOULDER · PI ERIK G WILLCUTT · 1990 to 2026
$44.9M
THE FLORIDA LONGITUDINAL STUDYP50HD052120 · NICHD · FLORIDA STATE UNIVERSITY · PI CHRIS W SCHATSCHNEIDER · 2006 to 2026
$31.7M
Discovery of the 6p21.3 Reading Disability GeneR01NS043530 · NINDS · YALE UNIVERSITY · PI GRUEN, JEFFREY R · 2003 to 2010
$4.3M
Analysis of Genomic and Complex DataR01HG010171 · NHGRI · YALE UNIVERSITY · PI ZHANG, HEPING · 2019 to 2022
$1.4M
NHGRI NIH HHS R01 HG010171NICHD NIH HHS P50 HD027802NICHD NIH HHS P50 HD052120NINDS NIH HHS R01 NS043530
6 · The paper itself

Abstract

Learning disabilities are challenging to characterize because they evolve throughout development, frequently co-occur, and have varying domain specificity. Addressing these challenges, we analyzed longitudinal patterns of growth, co-occurrence, and specificity manifesting in the math and reading skills of children with and without learning disabilities. With a sample of 498 Grade 1 U.S. children followed for 5 years, we used linear mixed-effects models to explore group-level differences among children with math disability (MD), reading disability (RD), co-occurring disability, and no disability. Findings revealed: Math and reading trajectories of children with learning disabilities parallel those of children without disabilities. Skill growth slows over time, regardless of skill level, suggesting disability-related impairments will not resolve without intervention. Impairment levels and growth trajectories of children with co-occurring disabilities match the within-domain patterns of children with isolated disabilities, supporting a longitudinally maintained additive model of co-occurrence. MD and RD show varying specificity. MD impairments are domain-specific and become more pronounced over time. RD impairments impact both domains early, become more domain-specific over time, but maintain curriculum-contingent math deficits. Findings suggest early math intervention should balance linguistic and conceptual support, as the source of a child's math difficulties may not be clear until well into elementary school.

Indexed as

Academic PerformanceChild DevelopmentLearning DisabilitiesMathematicsReadingChildChild, PreschoolComorbidityFemaleHumansLinear ModelsLongitudinal StudiesMaleSensitivity and SpecificityUnited Statescomorbidityco-occurring disabilitygrowth curve analysislearning disabilitylinear mixed effects modelslongitudinal designmath disabilityreading disability

Identifiers

PMID39924773
PMCPMC12334718

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.