Evidence map›Paper›PMID 42212089›Full record

ArticleJACS Au2026

How Perspective Directs Outcomes: The Structure and Function of Deficit and Anti-deficit Framing and Their Relevance to Chemistry Education.

Elizabeth B Vaughan, Josephine Bicknell, Henry Holleb, Kodinna Anachebe, Tia Kledzik, Nicole M James

Abstract read
In one paragraph

Article in JACS Au, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Elizabeth B VaughanDepartment of Chemistry, Reed College, Portland, Oregon 97202, United States.ORCID https://orcid.org/0009-0005-6688-0287
Josephine BicknellDepartment of Chemistry, Reed College, Portland, Oregon 97202, United States.ORCID https://orcid.org/0009-0004-9843-6650
Henry HollebDepartment of Chemistry, Reed College, Portland, Oregon 97202, United States.
Kodinna AnachebeDepartment of Chemistry, Reed College, Portland, Oregon 97202, United States.
Tia KledzikDepartment of Chemistry, Reed College, Portland, Oregon 97202, United States.
Nicole M JamesDepartment of Chemistry, Reed College, Portland, Oregon 97202, United States.ORCID https://orcid.org/0000-0002-6971-3792

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The existence of differential educational outcomes as a function of students' background is well-established and especially severe in science, technology, engineering, and mathematics (STEM). Differential educational outcomes adversely impact chemistry education and training as well as education and training in other STEM disciplines that employ chemistry. This has motivated intensive efforts to improve chemistry teaching and learning. However, one particularly powerful approach for improving educational outcomes has been largely neglected in postsecondary chemistry education: the ability to recognize and resist the pervasive deficit framed perspectives held by and about chemistry education stakeholders (e.g., students, educators, institutions, etc.). In this integrative systematic literature review, we formulate a comprehensive description of the structure and function of deficit framing and its alternativeanti-deficit framing. In particular: deficit framed perspectives prompt actions and patterns of thought that reduce stakeholder expectations and achievement, while anti-deficit framed perspectives promote higher expectations and improved achievement. However, the pervasive, tacit, and self-reinforcing nature of deficit framing means that anti-deficit perspectives require conscious intentionality and self-reflection to maintain. These findings have implications for chemistry education research and can inform the rational design of solutions for approaching chemistry education and training in ways that maintain rigorous standards and support stakeholders' achievement.

Indexed as

achievementanti-deficitchemistry educationchemistry education researchdeficit framingdeficit thinkingequityoutcomes

Identifiers

PMID42212089
PMCPMC13213517

What OpenQuestion holds

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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.