Evidence map›Paper›PMID 40426114›Full record

ArticleBMC medical education2025

Bias in student evaluations of teaching in undergraduate medical education: a qualitative study from a medical school in Northern China.

Yuanheng Li, Chao Sun, Yazhou Wang, Haoyu Chi, Hanye Tang, Mingxue Ma, Lifeng Wei, Linjun Zhong, Jida Li, Kun Wei and 5 more

Abstract read
In one paragraph

Article in BMC medical education, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
–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 synthesis or guideline pooled it.

  1. Pooled it
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

15 authors.

Yuanheng Li *School of Health Management, Harbin Medical University, 157 Baojian Road, Nangang District, Harbin, 150086, Heilongjiang, China.
Chao Sun *School of Health Management, Harbin Medical University, 157 Baojian Road, Nangang District, Harbin, 150086, Heilongjiang, China.
Yazhou Wang *School of Health Management, Harbin Medical University, 157 Baojian Road, Nangang District, Harbin, 150086, Heilongjiang, China.
Haoyu ChiSchool of Health Management, Harbin Medical University, 157 Baojian Road, Nangang District, Harbin, 150086, Heilongjiang, China.
Hanye TangSchool of Health Management, Harbin Medical University, 157 Baojian Road, Nangang District, Harbin, 150086, Heilongjiang, China.
Mingxue MaSchool of Health Management, Harbin Medical University, 157 Baojian Road, Nangang District, Harbin, 150086, Heilongjiang, China.
Lifeng WeiSchool of Health Management, Harbin Medical University, 157 Baojian Road, Nangang District, Harbin, 150086, Heilongjiang, China.
Linjun ZhongSchool of Health Management, Harbin Medical University, 157 Baojian Road, Nangang District, Harbin, 150086, Heilongjiang, China.
Jida LiSchool of Health Management, Harbin Medical University, 157 Baojian Road, Nangang District, Harbin, 150086, Heilongjiang, China.
Kun WeiSchool of Health Management, Harbin Medical University, 157 Baojian Road, Nangang District, Harbin, 150086, Heilongjiang, China.
Zhuowa ShaSecond Affiliated Hospital of Harbin Medical University, Nangang District, Harbin, 150081, Heilongjiang, China.
Chao FanThird Affiliated Hospital of Harbin Medical University, 150 Haping Road, Nangang District, Harbin, 150086, Heilongjiang, China.
Gangyu ZhangSecond Affiliated Hospital of Harbin Medical University, Nangang District, Harbin, 150081, Heilongjiang, China.
Peihang SunChina medical university, 77 Puhe Road, Shenbei New District, Shenyang, 110122, Liaoning, China.
Mingli JiaoSchool of Health Management, Harbin Medical University, 157 Baojian Road, Nangang District, Harbin, 150086, Heilongjiang, China. minglijiao@126.com.

Funding

National Natural Science Foundation of China 72174049
6 · The paper itself

Abstract

backgroundStudent evaluations of teaching (SET) are widely used in medical education as a tool to improve teaching quality. However, biases in SET can undermine their effectiveness. While numerous studies have explored bias factors in SET within higher education, few have specifically investigated these factors among medical students in China. This study aims to systematically explore the multidimensional causes of bias in Chinese undergraduate medical students' teaching evaluations.

methodsA qualitative study was conducted using semi-structured interviews with medical students from a medical university in northern China. Participants were selected through purposive sampling to ensure diversity in gender, academic year, and major. Interviews were transcribed verbatim and analyzed using thematic analysis to identify themes and subthemes related to biases in teaching evaluations.

resultsThe analysis revealed several key themes contributing to biases in SET among medical students: (1) Teacher-Student Interaction: High personal affinity of teachers led to positive bias, while strict classroom management and poor teacher-student relationships resulted in negative bias. (2) Aspects Related to Medical Students: Course attributes and personal interest influenced evaluations, with elective courses and low-interest subjects leading to arbitrary bias. Group influences, such as peer effects and conformity, also contributed to bias. (3) Evaluation System Factors: Doubts about the anonymity of the evaluation system and lack of timely feedback led to self-protective scoring behaviors and arbitrary bias. The presence of informal agreements between teachers and students introduced moral hazards that further skewed evaluations.

conclusionsBiases in medical students' teaching evaluations are multifaceted and can primarily be attributed to teacher-student interpersonal relationships, student perceptions, and systemic issues within the evaluation process. To enhance the objectivity and effectiveness of SET, it is essential to address these biases by reshaping students' understanding of evaluations, improving teacher-student communication, and establishing a digital evaluation system that ensures anonymity and timely feedback.

Indexed as

Education, Medical, UndergraduateFaculty, MedicalStudents, MedicalTeachingAdultBiasChinaFemaleHumansInterviews as TopicMaleQualitative ResearchSchools, MedicalYoung AdultBiasStudent evaluations of teaching (SET)Teaching evaluation system improvementUndergraduate medical education

Identifiers

PMID40426114
PMCPMC12107909

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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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.