Appearing smart, confident and motivated: a lens model approach to judgment accuracy in an educational setting

Abstract Which behavioral and visual information do teachers rely on when judging relevant characteristics of their students and which cues should they rely on? Drawing on Brunswik’s Lens Model (Perception and the representative design of psychological experiments, University of California Press, 1956. https://doi.org/10.1525/9780520350519 ), we investigated the role of students’ expression of nonverbal behavioral cues (e.g., friendly facial expression) and physical appearance (e.g., wearing eyeglasses) and how this information is utilized during the judgment process by pre-service teachers and psychology students ( N = 102). Perceivers provided ratings of students’ ( N = 45) academic self-concept, intelligence and motivation in brief nonverbal video clips showing one student each in a physics classroom. Numerous behavioral and physical cues (in total 165) were extracted from the stimulus material by two independent raters. Perceivers achieved highest accuracy for students’ motivation, whereas intelligence was judged with the lowest accuracy. Lens model parameter analysis indicated that perceivers strongly relied on students’ sex, an attentive and self-assured facial expression, and whether or not a student was wearing eyeglasses in their judgments. Cues that were actually related to students’ characteristics, on the other hand, involved students’ sex, a masculine and distinctive appearance, and a tensed as well as friendly facial expression. An overall favorable judgment for boys points into the direction of a gender bias. Implications for our understanding of teacher judgment processes and outcomes are discussed.

Authors

Institutions

Publication Details

Journal
Social Psychology of Education
Published
2025-05-02
DOI
https://doi.org/10.1007/s11218-025-10057-1
Citations
1
Primary Topic
Education, Achievement, and Giftedness
Type
article
Field-Weighted Citation Impact
2.12

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Appearing smart, confident and motivated: a lens model approach to judgment accuracy in an educational setting

Caroline V. Bhowmik, Steffen Nestler, Mitja D. Back, Friedrich-Wilhelm Schräder
1 citations
Social Psychology of Education
Education, Achievement, and Giftedness
2.12
article

Appearing smart, confident and motivated: a lens model approach to judgment accuracy in an educational setting

Caroline V. Bhowmik, Steffen Nestler, Mitja D. Back, Friedrich-Wilhelm Schräder
article en
1 citations

Abstract

Abstract Which behavioral and visual information do teachers rely on when judging relevant characteristics of their students and which cues should they rely on? Drawing on Brunswik’s Lens Model (Perception and the representative design of psychological experiments, University of California Press, 1956. https://doi.org/10.1525/9780520350519 ), we investigated the role of students’ expression of nonverbal behavioral cues (e.g., friendly facial expression) and physical appearance (e.g., wearing eyeglasses) and how this information is utilized during the judgment process by pre-service teachers and psychology students ( N = 102). Perceivers provided ratings of students’ ( N = 45) academic self-concept, intelligence and motivation in brief nonverbal video clips showing one student each in a physics classroom. Numerous behavioral and physical cues (in total 165) were extracted from the stimulus material by two independent raters. Perceivers achieved highest accuracy for students’ motivation, whereas intelligence was judged with the lowest accuracy. Lens model parameter analysis indicated that perceivers strongly relied on students’ sex, an attentive and self-assured facial expression, and whether or not a student was wearing eyeglasses in their judgments. Cues that were actually related to students’ characteristics, on the other hand, involved students’ sex, a masculine and distinctive appearance, and a tensed as well as friendly facial expression. An overall favorable judgment for boys points into the direction of a gender bias. Implications for our understanding of teacher judgment processes and outcomes are discussed.

Social Psychology of EducationVol. 28(1)
University of Münster (DE), University of Koblenz and Landau (DE), Karlstad University (SE)
Karlstads universitet, Deutsche Forschungsgemeinschaft
Openalex Percentile: Top 15%
Education, Achievement, and Giftedness
2.12
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.