bioRxivAnimal Behavior & Cognition
Rapid Online Assessment of Reading Ability
J. D. Yeatman, K. A. Tang, P. M. Donnelly, M. Yablonski, M. Ramamurthy, I. I. Karipidis, S. Caffarrra, M. E. Takada, K. Kanopka, M. Ben-Shachar, B. W. Domingue
Abstract
An accurate model of the factors that contribute to individual differences in reading ability depends on data collection in large, diverse and representative samples of research participants. However, that is rarely feasible due to the constraints imposed by standardized measures of reading ability which require test administration by trained clinicians or researchers. Here we explore whether a simple, two-alternative forced choice, time limited lexical decision task (LDT), self-delivered through the web-browser, can serve as an accurate and reliable measure of reading ability. We found that performance on the LDT is highly correlated with scores on standardized measures of reading ability such as the Woodcock-Johnson Letter Word Identification test (r = 0.91, disattenuated r = 0.94). Importantly, the LDT reading ability measure is highly reliable (r = 0.97). After optimizing the list of words and pseudowords based on item response theory, we found that a short experiment with 76 trials (2-3 minutes) provides a reliable (r = 0.95) measure of reading ability. Thus, the self-administered, Rapid Online Assessment of Reading ability (ROAR) developed here overcomes the constraints of resource-intensive, in-person reading assessment, and provides an efficient and automated tool for effective online research into the mechanisms of reading (dis)ability.
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Why do young readers vary in reading fluency? The impact of word length and frequency in French 6th graders
Marie Lubineau, Cassandra Potier Watkins, … Stanislas Dehaene·bioRxiv·Jan 30, 2023
- The Effect of the Glossary on the Reliability and Performance of the Reading the Mind in the Eyes Test (RMET)
J. Toloza-Munoz, J. Gonzalez-Mendoza, … D. Morales-Bader·bioRxiv·Mar 25, 2020
- Brief Report: Test-Retest Reliability of Explicit Auditory Processing Measures
Kazuya Saito, Hui Sun, Adam Taylor Tierney·bioRxiv·Jun 12, 2020
- Language models outperform cloze predictability in a cognitive model of reading
Adrielli Tina Lopes Rego, Joshua Snell, Martijn Meeter·PLoS Computational BiologyPeer-reviewed·Sep 25, 2024
- Visual search for upright bigrams predicts reading fluency in children
Aakash Agrawal, Sonali Nag, … Sripati P. Arun·bioRxiv·Apr 14, 2021
- Investigating fNIRS Test-Retest Reliability During Lexical Decision
Laura M. Elliott, Saisha S. Rankaduwa, … Aaron J. Newman·bioRxiv·Jul 17, 2026