Abstract
Peer assessment has traditionally represented a key tool to enhance active learning and critical thinking. However, the success of this approach is governed by different factors, which have been accentuated in recent years. The implementation of peer assessment is consequently a challenging task in the current context. This work investigates peer assessment strategies in seven Computer Engineering courses. Students’ performance and assessment accuracy are analyzed throughout five academic years, covering the transition from offline to online methodologies according to the evolution of educational environments. More specifically, peer and lecturer’s grades are examined to identify correlations or deviations in two execution phases. The first phase involves the analysis of in-class offline peer assessments during four academic years, integrated as part of continuous assessment tasks. The second phase deals with the evaluation of online peer assessments in 2021/2022, considering different platforms to manage submissions and reviews. The offline experience denotes statistical correlations between the grades assigned by the peers and the lecturer, while also revealing patterns that affected the performance of students. In addition, the switch to online methodologies does not significantly affect the assessments in courses that adopted peer strategies in the past. Finally, comparable results are obtained under single-blind and double-blind models after careful training.
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The datasets generated during and/or analysed during the current study are available from the corresponding author on reasonable request.
References
Abideen, Z. U., Mazhar, T., Razzaq, A., et al. (2023). Analysis of enrollment criteria in secondary schools using machine learning and data mining approach. Electronics, 12(3), 694. https://doi.org/10.3390/electronics12030694
Adachi, C., Tai, J., & Dawson, P. (2018). Academics’ perceptions of the benefits and challenges of self and peer assessment in higher education. Assessment & Evaluation in Higher Education, 43(2), 294–306. https://doi.org/10.1080/02602938.2017.1339775
Cachero, C., Rico-Juan, J. R., & Macià, H. (2023). Influence of personality and modality on peer assessment evaluation perceptions using Machine Learning techniques. Expert Systems with Applications, 213(119), 150. https://doi.org/10.1016/j.eswa.2022.119150
Chang, C., Lee, D., Tang, K., et al. (2021). Effect sizes and research directions of peer assessments: From an integrated perspective of meta-analysis and cocitation network. Computers & Education, 164(104), 123. https://doi.org/10.1016/j.compedu.2020.104123
Dalziel, F., Davies, G., & Han, A. (2016). Using the ELP as a basis for self- and peer assessment when selecting “best” work in modern-language degree programmes. CercleS, 6(2), 397–417. https://doi.org/10.1515/cercles-2016-0020
Demir, M. (2018). Using online peer assessment in an Instructional Technologyand Material Design course through social media. Higher Education, 75, 399–414. https://doi.org/10.1007/s10734-017-0146-9
Dougiamas, M., & Taylor, P. (2003). Moodle: Using learning communities to create an open source course management system. In: Proc. of the 2003 World Conference on Educational Multimedia, Hypermedia and Telecommunications. Chesapeake, VA, USA, pp 1–8
Formanek, M., Wenger, M. C., Buxner, S. R., et al. (2017). Insights about large-scale online peer assessment from an analysis of an astronomy MOOC. Computers & Education, 113, 243–262. https://doi.org/10.1016/j.compedu.2017.05.019
Friess, W. A., & Goupee, A. J. (2020). Using continuous peer evaluation in team- based engineering capstone projects: A case study. IEEE Transactions on Education, 63(2), 82–87. https://doi.org/10.1109/TE.2020.2970549
Garcia-Loro, F., Martin, S., Ruipérez-Valiente, J. A., et al. (2020). Reviewing and analyzing peer review inter-rater reliability in a MOOC platform. Computers & Education, 154(103), 894. https://doi.org/10.1016/j.compedu.2020.103894
García-Peñalvo, F. J., Corell, A., Abella-García, V., et al. (2021). Recommendations for Mandatory Online Assessment in Higher Education during the COVID-19 Pandemic. In Radical Solutions for Education in a Crisis Context: COVID-19 as an Opportunity for Global Learning (pp. 85–98). Springer Singapore. https://doi.org/10.1007/978-981-15-7869-46
Gielen, M., & Wever, B. D. (2015). Scripting the role of assessor and assessee in peer assessment in a wiki environment: Impact on peer feedback quality and product improvement. Computers & Education, 88, 370–386. https://doi.org/10.1016/j.compedu.2015.07.012
Hoffman, L. A., Shew, R. L., Vu, T. R., et al. (2017). The association between peer and self-assessments and professionalism lapses among medical students. Evaluation & the Health Professions, 40(2), 219–243. https://doi.org/10.1177/0163278717702191
Hovardas, T., Tsivitanidou, O. E., & Zacharia, Z. C. (2014). Peer versus expert feedback: An investigation of the quality of peer feedback among secondary school students. Computers & Education, 71, 133–152. https://doi.org/10.1016/j.compedu.2013.09.019
Iglesias-Pérez, M. C., Vidal-Puga, J., & Pino-Juste, M. R. (2022). The role of self and peer assessment in Higher Education. Studies in Higher Education, 47(3), 683–692. https://doi.org/10.1080/03075079.2020.1783526
Inayah, A. T., et al. (2017). Objectivity in subjectivity: Do students’ self and peer assessments correlate with examiners’ subjective and objective assessment in clinical skills? A prospective study. BMJ Open, 7(e012), 289. https://doi.org/10.1136/bmjopen-2016-012289
Ketonen, L., Hähkiöniemi, M., Nieminen, P., et al. (2020). Pathways through peer assessment: implementing peer assessment in a lower secondary physics. International Journal of Science and Mathematics Education, 18, 1465–1484. https://doi.org/10.1007/s10763-019-10030-3
Kulkarni, C., et al. (2013). Peer and self assessment in massive online classes. ACM Transactions on Computer-Human Interaction, 20(6), 1–31. https://doi.org/10.1145/2505057
Kumar, K., Sharma, B. N., Nusair, S., et al. (2019). Anonymous online peer assessment in an undergraduate course: An analysis of students’ perceptions and attitudes in the South Pacific. In: Proc. of the 2019 IEEE International Conference on Engineering, Technology and Education. IEEE, pp 1–8. https://doi.org/10.1109/TALE48000.2019.9226008
Li, H., Zhao, C., Long, T., et al. (2021). Exploring the reliability and its influencing factors of peer assessment in massive open online courses. British Journal of Educational Technology, 52(6), 2263–2277. https://doi.org/10.1111/bjet.13143
Lin, G. (2018). Anonymous versus identified peer assessment via a Facebookbased learning application: Effects on quality of peer feedback, perceived learning, perceived fairness, and attitude toward the system. Computers & Education, 116, 81–92. https://doi.org/10.1016/j.compedu.2017.08.010
Lin, Y. N., Hsia, L. H., Sung, M. Y., et al. (2019). Effects of integrating mobile technology-assisted peer assessment into flipped learning on students’ dance skills and self-efficacy. Interactive Learning Environments, 27(8), 995–1010. https://doi.org/10.1080/10494820.2018.1461115
Lu, M., & Chiu, M. M. (2022). Do teamwork guidelines improve peer assessment accuracy or attitudes during collaborative learning? IEEE Transactions on Education, 65(4), 485–492. https://doi.org/10.1109/TE.2021.3130242
Lundquist, C., Skoglund, M. A., Granström, K., et al. (2013). Insights from implementing a system for peer review. IEEE Transactions on Education, 56(3), 261–267. https://doi.org/10.1109/TE.2012.2211876
Naveh, G., & Bykhovsky, D. (2021). Online peer assessment in undergraduate electrical engineering course. IEEE Transactions on Education, 64(1), 58–65. https://doi.org/10.1109/TE.2020.3007853
Ng, E. M. W. (2016). Fostering pre-service teachers’ self-regulated learning through self- and peer assessment of wiki projects. Computers & Education, 98, 180–191. https://doi.org/10.1016/j.compedu.2016.03.015
Nikolic, S., Stirling, D., & Ros, M. (2018). Formative assessment to develop oral communication competency using YouTube: Self- and peer assessment in engineering. European Journal of Engineering Education, 43(4), 538–551. https://doi.org/10.1080/03043797.2017.1298569
Panesar, K. S., Allen, K. L., & Estafan, D. (2016). Initial use of peer evaluation and self-assessment to measure professionalism in pre-doctoral dental students: Part 1. Journal of Dental and Oral Health, 2(4), 1–2.
Sheskin, D. J. (2011). Handbook of Parametric and Nonparametric Statistical Procedures (5th ed.). Chapman & Hall/CRC. https://doi.org/10.1201/9780429186196
Tenório, T., Bittencourt, I. I., Isotani, S., et al. (2016). Does peer assessment in on-line learning environments work? A systematic review of the literature. Computers in Human Behavior, 64, 94–107. https://doi.org/10.1016/j.chb.2016.06.020
Topping, K. (1998). Peer assessment between students in colleges and universities. Review of Educational Research, 68(3), 249–276. https://doi.org/10.2307/1170598
Topping, K. (2021). Digital peer assessment in school teacher education and development: a systematic review. Research Papers in Education, 1–27. https://doi.org/10.1080/02671522.2021.1961301
Yellamraju, T., Magana, A. J., & Boutin, M. (2019). Investigating students’ habits of mind in a course on digital signal processing. IEEE Transactions on Education, 62(4), 312–324. https://doi.org/10.1109/TE.2019.2924610
Zhou, J., Zheng, Y., & Tai, J. H. (2022). Grudges and gratitude: The social-affective impacts of peer assessment. Assessment & Evaluation in Higher Education, 45(3), 345–358. https://doi.org/10.1080/02602938.2019.1643449
Funding
This work was partially funded by the MCIU (Ministry of Science, Innovation and Universities, Spain), the AEI (State Research Agency, Spain), and the ERDF (European Regional Development Fund, EU), under the contract PID2019-107299GB-I00/AEI/10.13039/501100011033 (Multi-HPC-Bio project). This work was also partially funded by Junta de Extremadura (Spain) and the ERDF, under the contract IB20047 (iARN project).
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All authors contributed to the study conception and design, as well as to the material preparation, data collection, and analysis for the corresponding courses. The first draft of the manuscript was written by Sergio Santander-Jiménez and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
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Santander-Jiménez, S., Vega-Rodríguez, M.A., Granado-Criado, J.M. et al. Offline and online peer assessment in computer engineering: Insights from a 5-year experience. Educ Inf Technol 29, 4591–4610 (2024). https://doi.org/10.1007/s10639-023-11989-x
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DOI: https://doi.org/10.1007/s10639-023-11989-x