Do teamwork guidelines improve peer assessment accuracy or attitudes during collaborative learning?

Meixiu LU, Ming Ming CHIU

Research output: Contribution to journalArticlespeer-review

1 Citation (Scopus)

Abstract

Contribution: Students do not naturally give unbiased, accurate peer assessments (PAs). Hence, giving teamwork guidelines to students can improve their cooperation, understanding of one another, PA attitude, and PA accuracy. 

Background: During collaborative learning, PA can improve students' autonomy, evaluation, and communication, which often enhances their task performance and learning outcomes. However, student bias, low effort, or imprecision can bias PA. 

Hypothesis: This study hypothesized that teamwork guidelines can improve students' collaboration and hence their: 1) PA accuracy and 2) attitudes toward PA. 

Design/Method: This comparison study examined the 447 PAs and 143 survey responses of 143 university students studying computer science in 49 teams. 58 students received teamwork guidelines and 85 students did not. PAs and teacher assessments (TAs) were analyzed with a multilevel, structural equation model, and survey responses were analyzed with a multivariate outcome, multilevel, and ordered logit regression. 

Findings: PAs often exceeded TAs of the same student (positive bias), especialy for low-performing students. Compared to other students, students receiving teamwork guidelines gave PAs that resembled TAs more but had a similar positive bias. The relative and absolute differences in peer and TAs (PA - TA, PA - TA) mostly differed across teams rather than students. Also, students receiving teamwork guidelines viewed PA as more supportive of their learning, compared to other students without the teamwork guidelines. Copyright © 2021 IEEE.

Original languageEnglish
JournalIEEE Transactions on Education
Early online dateDec 2021
DOIs
Publication statusE-pub ahead of print - Dec 2021

Citation

Lu, M., & Chiu, M. M. (2021). Do teamwork guidelines improve peer assessment accuracy or attitudes during collaborative learning? IEEE Transactions on Education. Advance online publication. doi: 10.1109/TE.2021.3130242

Keywords

  • Collaborative learning
  • Computer science education
  • Guidelines
  • Peer assessment (PS)

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