Evidence map›Paper›PMID 37305063›Full record

ArticleJournal of educational psychology2022

Bringing Assessment-to-Instruction (A2i) Technology to Scale: Exploring the Process from Development to Implementation.

Carol McDonald Connor, Henry May, Nicole Sparapani, Jin Kyoung Hwang, Ashley Adams, Taffeta S Wood, Sarah Siegal, Cassidy Wolfe, Stephanie Day

Abstract read
In one paragraph

Article in Journal of educational psychology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

9 authors.

Carol McDonald ConnorUniversity of California, Irvine, School of Education.
Henry MayUniversity of Delaware, College of Education and Human Development.
Nicole SparapaniUniversity of California, Davis, School of Education and the MIND Institute.
Jin Kyoung HwangUniversity of California, Irvine, School of Education.
Ashley AdamsUniversity of California, Irvine, School of Education.
Taffeta S WoodUniversity of California, Irvine, School of Education.
Sarah SiegalLearning Ovations, Inc.
Cassidy WolfeUniversity of California, Irvine, School of Education.
Stephanie DayUniversity of California, Irvine, School of Education.

Funding

THE FLORIDA LONGITUDINAL STUDYP50HD052120 · NICHD · FLORIDA STATE UNIVERSITY · PI Nicole Sandi Patton-Terry · 2006 to 2026
$31.7M
NICHD NIH HHS P50 HD052120
6 · The paper itself

Abstract

Bringing effective, research-based literacy interventions into the classroom is challenging, especially given the cultural and linguistic diversity of today's classrooms. We examined the promise of Assessment-to-Instruction (A2i) technology redesigned to be used at scale to support teachers' implementation of the individualized student instruction (ISI) intervention from kindergarten through third grade. In seven randomized controlled trials, A2i and ISI have demonstrated efficacy. However, the research version of A2i was not scalable. In order to bring A2i to scale in schools serving linguistically diverse students, we carried out the current study across two phases. This study represents both an exploration of what it takes to bring an educational intervention to scale (Phase 1) and a quasi-experiment on the literacy outcomes of learners whose teachers used the technology (Phase 2). We integrated assessments of vocabulary, word decoding, and reading comprehension; revised the A2i algorithms to account for the constellation of skills English learners (ELs) bring to the classroom; updated the user interfaces and added new graphic features; and improved bandwidth and stability of the technology. Findings were mixed, including several non-significant results, a marginally significant intent-to-treat effect on word reading in kindergarten and first grade for English monolingual students and ELs, and one significant interaction effect, which suggested ELs and students with less developed reading skills in second and third grade benefitted most from the intervention. With some caution, we conclude that A2i demonstrates potential to be used at scale and promise of effectiveness for improving code-focused skills for diverse learners.

Identifiers

PMID37305063
PMCPMC10249657

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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.