Evidence map›Paper›PMID 42154820›Full record

ArticleCBE life sciences education2026

Maximizing the Value of Learning Assistants for Students' Belonging, Mattering, and Confidence in Gateway STEM Courses.

Cristina D Zepeda, Sabriya N Rosemond, Heather J Johnson, Thomas P Clements, Marisa Albarran, Grace Lee, Marques Watson, Cynthia J Brame

Abstract read
In one paragraph

Article in CBE life sciences education, 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

8 authors.

Cristina D ZepedaDepartment of Psychology and Human Development, Vanderbilt University, Nashville, TN, USA 37235.ORCID 0000-0001-8081-5805
Sabriya N RosemondBiology Department, Davidson College, Davidson, NC, USA 28035.ORCID 0000-0002-4576-4245
Heather J JohnsonDepartment of Teaching and Learning, Vanderbilt University, Nashville, TN, USA 37235.ORCID 0000-0003-4311-6065
Thomas P ClementsDepartment of Biological Sciences, Vanderbilt University, Nashville, TN, USA 37235.ORCID 0000-0003-3480-9214
Marisa AlbarranDepartment of Biological Sciences, Vanderbilt University, Nashville, TN, USA 37235.
Grace LeeDepartment of Psychology and Human Development, Vanderbilt University, Nashville, TN, USA 37235.
Marques WatsonDepartment of Biological Sciences, Vanderbilt University, Nashville, TN, USA 37235.
Cynthia J BrameDepartment of Biological Sciences, Vanderbilt University, Nashville, TN, USA 37235.ORCID 0000-0001-6814-2767

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Learning Assistants (LAs) can reduce psychosocial barriers in gateway science courses. In this study, we specify the impact on students from different demographic groups. An inductive analysis of group interviews with 33 students from introductory biology and general chemistry courses revealed six narratives that capture students' experiences with course structures, people, and personal connections. All students valued varied, flexible resources, but other narratives differed across groups. Underrepresented racial/ethnic and first-generation students described active and collaborative learning as promoting belonging, confidence, and mattering. Instructor interactions were helpful, with underrepresented and first-generation students highlighting the importance of establishing course climate. LAs were crucial for belonging among underrepresented students, first-generation students, and continuing-generation women, but not for continuing-generation men. Shared academic identities were universally important, while shared gender and racial identities held greater significance for underrepresented and first-generation students. Experiences with peers varied, with negative peer interactions and fear of judgment having less impact on well-represented, continuing-generation students. These findings extend Dewsbury's Deep Teaching model by demonstrating how LA integration into STEM courses can support student experiences across diverse populations. The results also reveal how instructors and LA programs can adapt their practices to support all students, ultimately enhancing belonging, confidence, and mattering.

Indexed as

EngineeringLearningMathematicsStudentsTechnologyBiologyChemistryCurriculumFemaleHumansMalePeer GroupSocial InclusionTeaching

Identifiers

PMID42154820
PMCPMC13229116

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.