TY - JOUR
T1 - Does peer assessment promote student learning? A meta-analysis
AU - Li, Hongli
AU - Xiong, Yao
AU - Hunter, Charles Vincent
AU - Guo, Xiuyan
AU - Tywoniw, Rurik
N1 - Funding Information:
This work was funded by Spencer Foundation, Grant number: #201700105.
Publisher Copyright:
© 2019, © 2019 Informa UK Limited, trading as Taylor & Francis Group.
PY - 2020/2/17
Y1 - 2020/2/17
N2 - In recent years, there has been an increasing use of peer assessment in classrooms and other learning settings. Despite the prevailing view that peer assessment has a positive effect on learning across empirical studies, the results reported are mixed. In this meta-analysis, we synthesised findings based on 134 effect sizes from 58 studies. Compared to students who do not participate in peer assessment, those who participate in peer assessment show a.291 standard deviation unit increase in their performance. Further, we performed a meta-regression analysis to examine the factors that are likely to influence the peer assessment effect. The most critical factor is rater training. When students receive rater training, the effect size of peer assessment is substantially larger than when students do not receive such training. Computer-mediated peer assessment is also associated with greater learning gains than the paper-based peer assessment. A few other variables (such as rating format, rating criteria and frequency of peer assessment) also show noticeable, although not statistically significant, effects. The results of the meta-analysis can be considered by researchers and teachers as a basis for determining how to make effective use of peer assessment as a learning tool.
AB - In recent years, there has been an increasing use of peer assessment in classrooms and other learning settings. Despite the prevailing view that peer assessment has a positive effect on learning across empirical studies, the results reported are mixed. In this meta-analysis, we synthesised findings based on 134 effect sizes from 58 studies. Compared to students who do not participate in peer assessment, those who participate in peer assessment show a.291 standard deviation unit increase in their performance. Further, we performed a meta-regression analysis to examine the factors that are likely to influence the peer assessment effect. The most critical factor is rater training. When students receive rater training, the effect size of peer assessment is substantially larger than when students do not receive such training. Computer-mediated peer assessment is also associated with greater learning gains than the paper-based peer assessment. A few other variables (such as rating format, rating criteria and frequency of peer assessment) also show noticeable, although not statistically significant, effects. The results of the meta-analysis can be considered by researchers and teachers as a basis for determining how to make effective use of peer assessment as a learning tool.
KW - effect
KW - meta-analysis
KW - Peer assessment
KW - student learning
UR - http://www.scopus.com/inward/record.url?scp=85066610933&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85066610933&partnerID=8YFLogxK
U2 - 10.1080/02602938.2019.1620679
DO - 10.1080/02602938.2019.1620679
M3 - Article
AN - SCOPUS:85066610933
SN - 0260-2938
VL - 45
SP - 193
EP - 211
JO - Assessment and Evaluation in Higher Education
JF - Assessment and Evaluation in Higher Education
IS - 2
ER -