Evidence map›Paper›PMID 36684981›Full record

ArticleFrontiers in public health2022

Understanding the role of peer pressure on engineering students' learning behavior: A TPB perspective.

Lin Xu, Jingxiao Zhang, Yiying Ding, Junwei Zheng, Gangzhu Sun, Wei Zhang, Simon P Philbin

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In one paragraph

Article in Frontiers in public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

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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

5 citing papers in PubMed.

  1. Article
  2. Self-regulated learning in STEM: non-academics matter.Journal of microbiology & biology education · 2025
    Article
  3. Article
  4. Article
  5. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Lin XuSchool of Foreign Languages, Northwest University, Xi'an, China.
Jingxiao ZhangSchool of Economics and Management, Chang'an University, Xi'an, China.
Yiying DingSchool of Foreign Languages, Northwest University, Xi'an, China.
Junwei ZhengFaculty of Civil Engineering and Mechanics, Kunming University of Science and Technology, Kunming, China.
Gangzhu SunSchool of Civil Engineering, Zhengzhou University, Zhengzhou, Henan, China.
Wei ZhangInstitute of China's Science Technology and Education Policy, Zhejiang University, Hangzhou, China.
Simon P PhilbinSchool of Engineering, London South Bank University, London, United Kingdom.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: With the advent of the digital age, the gradually increasing demands of the engineering job market make it inevitable that engineering students face the pressures that arise from academic life with their peers. To address this issue, this study aims to explore the influence of engineering students' peer pressure on learning behavior based on the theory of planned behavior (TPB). Methods: In addition to attitudes, subjective norms, and perceived behavioral controls inherent in TPB, two new dimensions-gender difference and peer academic ability-were incorporated to construct a framework of the dimensions of peer pressure as affecting engineering students as well as an expanded model of TPB. A questionnaire survey was conducted with 160 college engineering students and a structural equation model (SEM) was used to test the hypotheses. Results: The result showed that positive peer pressure can increase engineering students' learning intention and thus promote learning behavior. It was also determined that the TPB model can effectively explain the effect of peer pressure on learning behavior, in addition to expanding and reshaping the relationship between the attitudinal dimension in the TPB model. Discussion: From the results, it is clear that positive attitudes toward learning can trigger positive peer pressure. Good group norms can induce peer pressure through rewards and punishments as a way to motivate students' learning intention and learning behaviors. When peer pressure is perceived, students mobilize positive emotions toward learning. Meanwhile, both male and female engineering students are also significantly motivated by high peer achievement, and high-performing female students motivate their male peers, which leads to higher graduation rates.

Indexed as

AttitudePeer InfluenceFemaleHumansIntentionLearningMaleStudentsengineering studentslearning behaviorlearning intentionpeer influencepeer pressuretheory of planned behavior

Identifiers

PMID36684981
PMCPMC9852900

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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.