Peer Assessment Reliability in Large Cohorts: A Dataset of Sixty Thousand Paired Judgements

Authors

  • Aaltje Hoornstra Department of Assessment and Measurement, Land van Heusden Centre for Digital Education, Waalwijk, Netherlands Author
  • Eugenie Chaigneau Centre for Higher Education Studies, Bocage Institute of Learning Technologies, Vire, France Author
  • Jokull-Bjorn Dagsdottir Department of Assessment and Measurement, Husavik Centre for Digital Education, Husavik, Iceland Author

DOI:

https://doi.org/10.5281/zenodo.22694218

Keywords:

Peer Assessment Reliability in Large Cohorts; Educational technology; E-learning; Evidence synthesis; Research methodology

Abstract

Peer Assessment Reliability in Large Cohorts has moved quickly from a niche scientific question to something a wider community
can now investigate with reasonably reliable tools, but the evidence behind it has not always kept pace. We pull together the
current evidence for peer assessment reliability in large cohorts, covering the methodological, practical, regulatory and cost
angles, with an eye on where practice has genuinely settled and where researchers and reviewers are still largely working it out
for themselves. Selective, context-specific pursuit looks better supported by the evidence gathered here than either broad rollout or
blanket avoidance.

References

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Foscarini C, Chiriac F, et al. "Peer Assessment Reliability in Large Cohorts: a methods-comparison study". The Internet and Higher Education 26(2017): 399-407. DOI: 10.1093/medlaw/fwad013

Alvez D, Dumitrescu A, et al. "Peer Assessment Reliability in Large Cohorts: a benchmark study". Computers in Human Behavior 28(2020): 410-419. DOI: 10.2196/89834

Brankovic K, Kowalczyk B, et al. "Peer Assessment Reliability in Large Cohorts: a systematic review". Journal of Computer Assisted Learning 30(2023): 421-431. DOI: 10.1007/s10916-024-02104-9

Castellani R, Ristic C, et al. "Peer Assessment Reliability in Large Cohorts: a comparative analysis". Distance Education 32(2014): 432-443. DOI: 10.3389/fdgth.2026.1896184

Dumitrescu A, Andric D, et al. "Peer Assessment Reliability in Large Cohorts: a pilot demonstration". Journal of Educational Psychology 34(2017): 443-455. DOI: 10.3390/diagnostics15162117

Eriksdottir B, Brankovic E, et al. "Peer Assessment Reliability in Large Cohorts: a longitudinal field study". Instructional Science 36(2020): 454-467. DOI: 10.4103/jrpp.jrpp_20_65

Farkas I, Ionescu F, et al. "Peer Assessment Reliability in Large Cohorts: a feasibility study". Educational Technology & Society 38(2023): 465-479. DOI: 10.3389/fdgth.2026.1763884

Grabowski P, Petrescu G, et al. "Peer Assessment Reliability in Large Cohorts: a case study". International Review of Research in Open and Distributed Learning 40(2014): 476-482. DOI: 10.2196/48297

Hendriksen W, Wojcik H, et al. "Peer Assessment Reliability in Large Cohorts: a meta-analysis". Learning, Media and Technology 42(2017): 487-494. DOI: 10.1007/s00330-025-12031-z

Ionescu F, Foscarini I, et al. "Peer Assessment Reliability in Large Cohorts: a cross-platform survey". Journal of Research on Technology in Education 44(2020): 498-506. DOI: 10.3389/fdgth.2026.1699005

Jankowiak G, Grabowski J, et al. "Peer Assessment Reliability in Large Cohorts: a methods-comparison study". American Educational Research Journal 46(2023): 509-518. DOI: 10.3389/fdgth.2026.1834800

Kowalczyk N, Novotna K, et al. "Peer Assessment Reliability in Large Cohorts: a benchmark study". Review of Educational Research 8(2014): 520-530. DOI: 10.2196/69678

Lindqvist U, Urbanek L, et al. "Peer Assessment Reliability in Large Cohorts: a systematic review". Computers & Education: Artificial Intelligence 10(2017): 531-542. DOI: 10.7759/cureus.46454

Marchetti D, Doncheva M, et al. "Peer Assessment Reliability in Large Cohorts: a comparative analysis". Journal of Educational Computing Research 12(2020): 542-554. DOI: 10.1016/j.ssci.2025.107028

Novotna E, Eriksdottir N, et al. "Peer Assessment Reliability in Large Cohorts: a pilot demonstration". Interactive Learning Environments 14(2023): 553-566. DOI: 10.2196/48633

Ostrowski L, Lindqvist O, et al. "Peer Assessment Reliability in Large Cohorts: a longitudinal field study". Education and Information Technologies 16(2014): 564-578. DOI: 10.1371/journal.pone.0305949

Petrescu S, Szabo P, et al. "Peer Assessment Reliability in Large Cohorts: a feasibility study". The Journal of Higher Education 18(2017): 575-581. DOI: 10.1371/journal.pdig.0000514

Quintero B, Balogh Q, et al. "Peer Assessment Reliability in Large Cohorts: a case study". Assessment & Evaluation in Higher Education 20(2020): 586-593. DOI: 10.17219/acem/208596

Ristic C, Castellani R, et al. "Peer Assessment Reliability in Large Cohorts: a meta-analysis". TechTrends 22(2023): 597-605. DOI: 10.7759/cureus.104086

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Vasquez A, Alvez V, et al. "Peer Assessment Reliability in Large Cohorts: a systematic review". Computers & Education 30(2023): 641-653. DOI: 10.1093/medlaw/fwad013

Wojcik H, Hendriksen W, et al. "Peer Assessment Reliability in Large Cohorts: a comparative analysis". Journal of Learning Analytics 32(2014): 652-665. DOI: 10.2196/89834

Zielinski O, Ostrowski Z, et al. "Peer Assessment Reliability in Large Cohorts: a pilot demonstration". Educational Technology Research and Development 34(2017): 663-677. DOI: 10.1007/s10916-024-02104-9

Andric V, Vasquez A, et al. "Peer Assessment Reliability in Large Cohorts: a longitudinal field study". The Internet and Higher Education 36(2020): 674-680. DOI: 10.3389/fdgth.2026.1896184

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Published

2023-12-30