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

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.

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Publication Details

Journal
npj Science of Learning
Published
2025-04-24
DOI
https://doi.org/10.1038/s41539-025-00314-5
Citations
1
Primary Topic
Cognitive and developmental aspects of mathematical skills
Type
article
Field-Weighted Citation Impact
2.63

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article

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

Bruce D. McCandliss, Mathieu Guillaumé, Ethan Roy, Amandine Van Rinsveld
1 citations
npj Science of Learning
Cognitive and developmental aspects of mathematical skills
2.63
article

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

Bruce D. McCandliss, Mathieu Guillaumé, Ethan Roy, Amandine Van Rinsveld
article en
1 citations

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.

npj Science of LearningVol. 10(1)
Rutgers, The State University of New Jersey (US), University of Connecticut (US), University of California, San Francisco (US), University of California San Diego (US), Stanford Medicine (US), University of California, Berkeley (US), Stanford University (US)
National Science Foundation, Wu Tsai Neurosciences Institute, Stanford University
Quality Education
Openalex Percentile: Top 12%
Cognitive and developmental aspects of mathematical skills
2.63
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