Evidence map›Paper›PMID 41839732›Full record

ArticleDyslexia (Chichester, England)2026

Fluency Is Good, but Comprehension Is Better: The Impact of Fluency and Comprehension on Mathematical Word Problem Solving.

Anke Treutlein

Abstract read
In one paragraph

Article in Dyslexia (Chichester, England), 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

1 author.

Anke TreutleinDepartment of Education, University of Stuttgart, Stuttgart, Germany.ORCID https://orcid.org/0000-0002-0286-9610

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The impact of fluency and comprehension on mathematical word problem solving is explored using data on fifth-graders who took part in the German National Educational Panel Study (NEPS). The Multiple Deficit Model (MDM) suggests that the impact of fluency and comprehension on mathematical word problem solving should be the same for students with and without dyslexia, even if they are at different levels in reading and mathematics. This study shows that students with poor fluency or comprehension score lower in word problems than typical readers. For all students with reading difficulties, the impact of fluency on mathematical performance is less than it is for typical readers. For students with deficits in either comprehension or fluency alone, the impact of comprehension on word problem solving is the same as for typical readers. But the impact of comprehension is less if the students are weak in both fluency and comprehension, which, according to the MDM, suggests the presence of additional or different underlying cognitive deficits. While students with poor fluency can compensate for this deficit with reading comprehension, students with poor comprehension cannot compensate with fluency. Comprehension has a larger impact on mathematical word problem solving than fluency.

Indexed as

ComprehensionDyslexiaMathematicsProblem SolvingReadingChildFemaleHumansMalecomprehensiondyslexiafluencylarge‐scale assessmentmathematicsword problems

Identifiers

PMID41839732
PMCPMC12991962

What OpenQuestion holds

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LicenceCC BY
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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.