Evidence map›Paper›PMID 33106414›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2020

Longitudinally adaptive assessment and instruction increase numerical skills of preschool children.

Stephen W Raudenbush, Marc Hernandez, Susan Goldin-Meadow, Cristina Carrazza, Alana Foley, Debbie Leslie, Janet E Sorkin, Susan C Levine

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Approaches to Statistical Efficiency When Comparing the Embedded Adaptive Interventions in a SMART.Journal of educational and behavioral statistics : a quarterly publication sponsored by the American Educational Research Association and the American Statistical Association · 2025
    Article
  3. Effects of double-dose algebra on college persistence and degree attainment.Proceedings of the National Academy of Sciences of the United States of America · 2021
    Article
  4. Article
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

8 authors.

Stephen W RaudenbushDepartment of Sociology, University of Chicago, Chicago, IL 60637; sraudenb@uchicago.edu.
Marc HernandezDepartment of Education and Child Development, National Opinion Research Center, University of Chicago, Chicago, IL 60637.ORCID 0000-0002-4379-3114
Susan Goldin-MeadowCommittee on Education, University of Chicago, Chicago, IL 60637.ORCID 0000-0001-8536-2673
Cristina CarrazzaCommittee on Education, University of Chicago, Chicago, IL 60637.
Alana FoleyCommittee on Education, University of Chicago, Chicago, IL 60637.
Debbie LeslieUChicago STEM Education, University of Chicago, Chicago, IL 60637.
Janet E SorkinCommittee on Education, University of Chicago, Chicago, IL 60637.
Susan C LevineCommittee on Education, University of Chicago, Chicago, IL 60637.ORCID 0000-0002-8579-9290

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Social inequality in mathematical skill is apparent at kindergarten entry and persists during elementary school. To level the playing field, we trained teachers to assess children's numerical and spatial skills every 10 wk. Each assessment provided teachers with information about a child's growth trajectory on each skill, information designed to help them evaluate their students' progress, reflect on past instruction, and strategize for the next phase of instruction. A key constraint is that teachers have limited time to assess individual students. To maximize the information provided by an assessment, we adapted the difficulty of each assessment based on each child's age and accumulated evidence about the child's skills. Children in classrooms of 24 trained teachers scored 0.29 SD higher on numerical skills at posttest than children in 25 randomly assigned control classrooms (

Indexed as

Aptitude TestsChild, PreschoolComprehensionEducationEducational MeasurementFemaleHumansLearningMaleMathematical ConceptsSchoolsStudentsTeachingadaptive assessmentmathematics educationpreschool instructionrandomized control trialssocial inequality

Identifiers

PMID33106414
PMCPMC7668039

What OpenQuestion holds

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Registered trials

None linked

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.