Measuring executive functioning with the Multidimensional Everyday Memory Ratings for Youth (MEMRY): concurrent validity with the BRIEF-2 in a large neurological and medical sample
Bibliographic record
Abstract
Executive skills are critical cognitive skills for everyday functioning in children; accurate measurement using validated tools is thus important. The purpose of this study was to examine concurrent validity between the MEMRY Executive/Working Memory scale and the BRIEF2. Participants included a large pediatric clinical sample who completed parent (n = 567), teacher (n = 148), and self-report (n = 88) scales. All correlations were significant between the MEMRY Executive/Working Memory and the BRIEF2 Global Executive Composite, Cognitive Regulation Index, and Working Memory scale (all r’s > .80). Classification agreement metrics ranged from fair to excellent. This study provides evidence of strong concurrent validity of the MEMRY Executive/Working Memory scale as a brief, useful tool for assessing executive functioning using parent, teacher, and self-report versions.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".