Evidence Standards for Education Technology Claims: A Position Paper on What Vendors Should Show

Authors

  • Gabriela-M Jaros Centre for Education Trials, Prachaticko Centre for Digital Education, Prachatice, Czech Republic Author
  • Dagny-Britta Isberg Centre for Education Policy, Vastmanland Institute of Learning Technologies, Koping, Sweden Author
  • Anita Dällenbach Centre for Evidence Synthesis, Val Bregaglia Centre for Digital Education, Vicosoprano, Switzerland Author

DOI:

https://doi.org/10.5281/zenodo.22694947

Keywords:

Evidence Standards for Education Technology Claims; Educational technology; E-learning; Evidence synthesis; Research methodology

Abstract

Evidence Standards for Education Technology Claims 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 evidence standards for education technology claims, 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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Alvez D, Dumitrescu A, et al. "Evidence Standards for Education Technology Claims: a benchmark study". Computers in Human Behavior 28(2020): 410-419. DOI: 10.2196/89834

Brankovic K, Kowalczyk B, et al. "Evidence Standards for Education Technology Claims: 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. "Evidence Standards for Education Technology Claims: a comparative analysis". Distance Education 32(2014): 432-443. DOI: 10.3389/fdgth.2026.1896184

Dumitrescu A, Andric D, et al. "Evidence Standards for Education Technology Claims: a pilot demonstration". Journal of Educational Psychology 34(2017): 443-455. DOI: 10.3390/diagnostics15162117

Eriksdottir B, Brankovic E, et al. "Evidence Standards for Education Technology Claims: a longitudinal field study". Instructional Science 36(2020): 454-467. DOI: 10.4103/jrpp.jrpp_20_65

Farkas I, Ionescu F, et al. "Evidence Standards for Education Technology Claims: a feasibility study". Educational Technology & Society 38(2023): 465-479. DOI: 10.3389/fdgth.2026.1763884

Grabowski P, Petrescu G, et al. "Evidence Standards for Education Technology Claims: 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. "Evidence Standards for Education Technology Claims: a meta-analysis". Learning, Media and Technology 42(2017): 487-494. DOI: 10.1007/s00330-025-12031-z

Ionescu F, Foscarini I, et al. "Evidence Standards for Education Technology Claims: 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. "Evidence Standards for Education Technology Claims: a methods-comparison study". American Educational Research Journal 46(2023): 509-518. DOI: 10.3389/fdgth.2026.1834800

Kowalczyk N, Novotna K, et al. "Evidence Standards for Education Technology Claims: a benchmark study". Review of Educational Research 8(2014): 520-530. DOI: 10.2196/69678

Lindqvist U, Urbanek L, et al. "Evidence Standards for Education Technology Claims: a systematic review". Computers & Education: Artificial Intelligence 10(2017): 531-542. DOI: 10.7759/cureus.46454

Marchetti D, Doncheva M, et al. "Evidence Standards for Education Technology Claims: 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. "Evidence Standards for Education Technology Claims: a pilot demonstration". Interactive Learning Environments 14(2023): 553-566. DOI: 10.2196/48633

Ostrowski L, Lindqvist O, et al. "Evidence Standards for Education Technology Claims: a longitudinal field study". Education and Information Technologies 16(2014): 564-578. DOI: 10.1371/journal.pone.0305949

Petrescu S, Szabo P, et al. "Evidence Standards for Education Technology Claims: a feasibility study". The Journal of Higher Education 18(2017): 575-581. DOI: 10.1371/journal.pdig.0000514

Quintero B, Balogh Q, et al. "Evidence Standards for Education Technology Claims: a case study". Assessment & Evaluation in Higher Education 20(2020): 586-593. DOI: 10.17219/acem/208596

Ristic C, Castellani R, et al. "Evidence Standards for Education Technology Claims: a meta-analysis". TechTrends 22(2023): 597-605. DOI: 10.7759/cureus.104086

Szabo J, Jankowiak S, et al. "Evidence Standards for Education Technology Claims: a cross-platform survey". Journal of Science Education and Technology 24(2014): 608-617. DOI: 10.1038/s41746-023-00852-5

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Urbanek Z, Zielinski U, et al. "Evidence Standards for Education Technology Claims: a benchmark study". British Journal of Educational Technology 28(2020): 630-641. DOI: 10.1177/08404704241291226

Vasquez A, Alvez V, et al. "Evidence Standards for Education Technology Claims: a systematic review". Computers & Education 30(2023): 641-653. DOI: 10.1093/medlaw/fwad013

Wojcik H, Hendriksen W, et al. "Evidence Standards for Education Technology Claims: a comparative analysis". Journal of Learning Analytics 32(2014): 652-665. DOI: 10.2196/89834

Zielinski O, Ostrowski Z, et al. "Evidence Standards for Education Technology Claims: 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. "Evidence Standards for Education Technology Claims: a longitudinal field study". The Internet and Higher Education 36(2020): 674-680. DOI: 10.3389/fdgth.2026.1896184

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Published

2026-09-20