Evidence map›Paper›PMID 40274852›Full record

ArticleNPJ science of learning2025

Tablet-based arithmetic fluency assessment reveals developments in math cognition and math achievement from childhood to adolescence.

Ethan Roy, Mathieu Guillaume, Amandine Van Rinsveld, Project iLead Consortium, Bruce D McCandliss

Abstract read
In one paragraph

Article in NPJ science of learning, 2025. 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
–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

3 citing papers in PubMed.

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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

5 authors.

Ethan RoyGraduate School of Education, Stanford University, Stanford, CA, USA. ethanroy@stanford.edu.ORCID http://orcid.org/0000-0002-4956-2237
Mathieu GuillaumeGraduate School of Education, Stanford University, Stanford, CA, USA.
Amandine Van RinsveldGraduate School of Education, Stanford University, Stanford, CA, USA.
Project iLead Consortium
Bruce D McCandlissGraduate School of Education, Stanford University, Stanford, CA, USA.ORCID http://orcid.org/0000-0001-9393-3421

Funding

National Science Foundation (NSF) NSFSLCN-1540854
6 · The paper itself

Abstract

Arithmetic fluency is regarded as a foundational math skill, typically measured as a single construct with pencil-and-paper-based timed assessments. We introduce a tablet-based assessment of single-digit fluency that captures individual trial response times across several embedded experimental contrasts of interest. A large (n = 824) cohort of 3rd- 7th grade students (ages 7-13 years) completed this task, revealing effects of operation and problem size in "common" problems (i.e., 5 + 3) often examined in studies of mathematical cognition. We also characterize performance on "exceptional" problems (i.e., 4 + 4), which are typically included in fluency tests, yet excluded from most cognitive studies. Overall, individuals demonstrated higher fluency on exceptional problems compared to common problems. However, common problems better predicted standardized tests scores and exhibited distinct patterns of speed-accuracy tradeoffs relative to exceptional problems. The affordances of tablet-based assessment to quantify multiple cognitive dynamics within chained fluency testspresent several advantages over traditional assessments, thus enriching the study of arithmetic fluency development at scale.

Identifiers

PMID40274852
PMCPMC12022183

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Registered trials

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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.