Evidence map›Paper›PMID 41576262›Full record

ArticleCBE life sciences education2026

Characterizing the Content and Mechanisms of Instructor Messages that Communicate Instructor Beliefs About Ability to Undergraduates.

Anastasia Chouvalova, Isabel Billings, Abby G Caraway, Nathan Hoggatt, Ga Yeon Kim, Aastha Mehta, David Vizcaino, Lisa B Limeri

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.

Anastasia ChouvalovaDepartment of Biological Sciences, Texas Tech University, Lubbock, TX, 79409.ORCID 0009-0007-1917-9054
Isabel BillingsDepartment of Biological Sciences, Texas Tech University, Lubbock, TX, 79409.
Abby G CarawayDepartment of Biological Sciences, Texas Tech University, Lubbock, TX, 79409.
Nathan HoggattDepartment of Biological Sciences, Texas Tech University, Lubbock, TX, 79409.
Ga Yeon KimDepartment of Biological Sciences, Texas Tech University, Lubbock, TX, 79409.
Aastha MehtaDepartment of Biological Sciences, Texas Tech University, Lubbock, TX, 79409.
David VizcainoDepartment of Biological Sciences, Texas Tech University, Lubbock, TX, 79409.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Instructors' beliefs about their students' abilities (called "lay theories") and student perceptions of instructors' beliefs impact students' outcomes. Lay theories include three beliefs: mindset (improvability of intelligence), universality (distribution of potential for achieving high ability), and brilliance (whether talent is required for success). There is growing literature explaining how instructors' mindset beliefs affect students, but little is known about instructors' universality and brilliance beliefs, despite evidence that all three beliefs uniquely impact student outcomes. Our qualitative study (1) characterizes the content and mechanism of instructor messages that inform students' perceptions of instructors' beliefs and (2) compares how different beliefs are communicated. We interviewed 24 Science, Technology, Engineering, and Mathematics (STEM) undergraduates about how they perceive their instructors' beliefs. We identified four themes of content of instructor messages that communicate beliefs: affordances for success, goal orientations, distribution of achievement, and attributions for performance. We identified three mechanisms through which these messages are communicated: statements, actions, and course structure and policies. We also found that students assume their instructors' beliefs based on instructor, class, or institution characteristics, or their own beliefs. Students use all the message contents and mechanisms to infer all three beliefs, though not in equal frequencies. Our results provide practical implications to enhance instructor-student communication.

Indexed as

CommunicationCultureFacultyStudentsFemaleHumansUniversities

Identifiers

PMID41576262
PMCPMC12930259

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-SA
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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.