Evidence map›Paper›PMID 34632277›Full record

ArticlePerspectives on behavior science2021

Just How Effective is Direct Instruction?

Lee Mason, Maria Otero

Abstract read
In one paragraph

Article in Perspectives on behavior science, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Unpacking the Black Box: Exploring Differences in Practices, Skills, and Knowledge Taught in School-Based Mindfulness Programs.Prevention science : the official journal of the Society for Prevention Research · 2025
    Article
  2. Article
  3. The Evidence is in the Design.Perspectives on behavior science · 2021
    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

2 authors.

Lee MasonChild Study Center, Cook Children's Health Care System, 1300 West Lancaster Avenue, Fort Worth, TX 76102 USA.ORCID 0000-0001-9431-9132
Maria OteroChild Study Center, Cook Children's Health Care System, 1300 West Lancaster Avenue, Fort Worth, TX 76102 USA.

Funding

G-RISE at the University of North TexasT32GM136501 · NIGMS · UNIVERSITY OF NORTH TEXAS · PI BURGGREN, WARREN, HUGHES, LEE · 2021 to 2024
$1.8M
NIGMS NIH HHS T32 GM136501
6 · The paper itself

Abstract

Despite overwhelming evidence in support of Direct Instruction, this research-validated curriculum has not been widely embraced by teachers or school administrators. The Direct Instruction model, developed and refined by Engelmann and colleagues over the past 50 years, has been the focus of numerous research studies, systematic reviews, and meta-analyses. Although its efficacy cannot be doubted, the significance of Direct Instruction's impact may be misunderstood. We attempt to clarify the importance of Direct Instruction with help from the binomial effect-size display. Binomial effect-size displays allow for intuitive and informative data-based decision making by clearly conveying the real-world importance of treatment outcomes through a juxtaposition of the relative proportions of success. The limitations of analyzing effect sizes in absolute terms are discussed. Using the binomial effect-size display as a framework, we present a series of dichotomies in an attempt to answer the question: Just how effective is Direct Instruction?

Indexed as

Binomial effect size displayDirect instructionEffective schoolsEffect size

Identifiers

PMID34632277
PMCPMC8476697

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.