Evidence map›Paper›PMID 40053668›Full record

ArticleCBE life sciences education2025

Intelligence in Context: A Context-specific Mindset Measure Better Predicts Outcomes for Science and Math Undergraduates.

Lisa B Limeri

Abstract read
In one paragraph

Article in CBE life sciences education, 2025. 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

1 author.

Lisa B LimeriDepartment of Biological Sciences, Texas Tech University, Lubbock, TX 79409.ORCID 0000-0002-7054-7509

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Mindset (beliefs about the malleability of intelligence) has been studied in a variety of contexts for decades. Recent research highlights the importance of contextual factors in moderating mindset's impact on student outcomes. The commonly-used original mindset measure is context-general. Recently, a mindset measure that is specific to science and math undergraduates was developed: the Undergraduate Lay Theories of Abilities (ULTrA) Survey. I hypothesized that a context-specific measure of mindset would associate more strongly with undergraduates' outcomes than a context-general measure. I surveyed 1537 undergraduates with Dweck's 3-item original mindset measure, ULTrA, and measures of outcomes (sense of belonging, goal orientation, self-handicapping, evaluative concern and intent to persist in science) and collected course grades. Structural equation modeling indicated that the fixed factor of the ULTrA exhibited stronger and more consistent relationships with outcomes than the 3-item original mindset measure and predicted unique variance in outcomes above and beyond what the original mindset measure accounted for. The academic outcomes (intent to persist and course grade) were significantly related to ULTrA, but not the original mindset measure. Our results provide evidence that the context-specific ULTrA survey can detect relationships with undergraduate outcomes that the context-general original mindset measure can fail to detect.

Indexed as

Educational MeasurementIntelligenceMathematicsScienceStudentsAdolescentAdultFemaleHumansMaleSurveys and QuestionnairesUniversitiesYoung Adult

Identifiers

PMID40053668
PMCPMC11974520

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.