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

**Authors:** Anke Treutlein

PMC · DOI: 10.1002/dys.70031 · Dyslexia (Chichester, England) · 2026-03-16

## TL;DR

This study shows that reading comprehension has a bigger impact on solving math word problems than reading fluency, especially for students with reading difficulties.

## Contribution

The study reveals that comprehension compensates for fluency deficits but not vice versa, challenging assumptions of the Multiple Deficit Model in dyslexia.

## Key findings

- Students with poor fluency or comprehension score lower in math word problems than typical readers.
- Comprehension has a larger impact on mathematical word problem solving than fluency.
- Early diagnosis of dyslexia is essential to obtain appropriate treatment.

## 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.

Fluency and comprehension impact mathematical word problem solving.Comprehension has a larger impact on word problem solving than fluency.Early diagnosis of dyslexia is essential to obtain appropriate treatment.

Fluency and comprehension impact mathematical word problem solving.

Comprehension has a larger impact on word problem solving than fluency.

Early diagnosis of dyslexia is essential to obtain appropriate treatment.

## Linked entities

- **Diseases:** dyslexia (MONDO:0005489)

## Full-text entities

- **Diseases:** MDM (MESH:D004195), arithmetic word problems (MESH:D001037), intellectual disabilities (MESH:D008607), cognitive deficit (MESH:D003072), reading disabilities (MESH:D004411), developmental learning disorder (MESH:D007859), comprehension deficits (MESH:D001308), dyscalculia (MESH:D060705), Deficit (MESH:D009461), story problems (MESH:D019973), difficulty (MESH:D051346), Deficits in phonological representations (MESH:D066229), Dyslexia (MESH:D004410)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

2 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12991962/full.md

## References

49 references — full list in the complete paper: https://tomesphere.com/paper/PMC12991962/full.md

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Source: https://tomesphere.com/paper/PMC12991962