Evidence Standards for Education Technology Claims: A Position Paper on What Vendors Should Show
DOI:
https://doi.org/10.5281/zenodo.22694947Keywords:
Evidence Standards for Education Technology Claims; Educational technology; E-learning; Evidence synthesis; Research methodologyAbstract
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
Alvez D, Dumitrescu A, et al. "Evidence Standards for Education Technology Claims: a benchmark study". British Journal of Educational Technology 8(2014): 80-86. DOI: 10.1371/journal.pone.0305949
Brankovic K, Kowalczyk B, et al. "Evidence Standards for Education Technology Claims: a systematic review". Computers & Education 10(2017): 91-98. DOI: 10.1371/journal.pdig.0000514
Castellani R, Ristic C, et al. "Evidence Standards for Education Technology Claims: a comparative analysis". Journal of Learning Analytics 12(2020): 102-110. DOI: 10.17219/acem/208596
Dumitrescu A, Andric D, et al. "Evidence Standards for Education Technology Claims: a pilot demonstration". Educational Technology Research and Development 14(2023): 113-122. DOI: 10.7759/cureus.104086
Eriksdottir B, Brankovic E, et al. "Evidence Standards for Education Technology Claims: a longitudinal field study". The Internet and Higher Education 16(2014): 124-134. DOI: 10.1038/s41746-023-00852-5
Farkas I, Ionescu F, et al. "Evidence Standards for Education Technology Claims: a feasibility study". Computers in Human Behavior 18(2017): 135-146. DOI: 10.1016/j.mayocpiqo.2022.09.004
Grabowski P, Petrescu G, et al. "Evidence Standards for Education Technology Claims: a case study". Journal of Computer Assisted Learning 20(2020): 146-158. DOI: 10.1177/08404704241291226
Hendriksen W, Wojcik H, et al. "Evidence Standards for Education Technology Claims: a meta-analysis". Distance Education 22(2023): 157-170. DOI: 10.1093/medlaw/fwad013
Ionescu F, Foscarini I, et al. "Evidence Standards for Education Technology Claims: a cross-platform survey". Journal of Educational Psychology 24(2014): 168-182. DOI: 10.2196/89834
Jankowiak G, Grabowski J, et al. "Evidence Standards for Education Technology Claims: a methods-comparison study". Instructional Science 26(2017): 179-185. DOI: 10.1007/s10916-024-02104-9
Kowalczyk N, Novotna K, et al. "Evidence Standards for Education Technology Claims: a benchmark study". Educational Technology & Society 28(2020): 190-197. DOI: 10.3389/fdgth.2026.1896184
Lindqvist U, Urbanek L, et al. "Evidence Standards for Education Technology Claims: a systematic review". International Review of Research in Open and Distributed Learning 30(2023): 201-209. DOI: 10.3390/diagnostics15162117
Marchetti D, Doncheva M, et al. "Evidence Standards for Education Technology Claims: a comparative analysis". Learning, Media and Technology 32(2014): 212-221. DOI: 10.4103/jrpp.jrpp_20_65
Novotna E, Eriksdottir N, et al. "Evidence Standards for Education Technology Claims: a pilot demonstration". Journal of Research on Technology in Education 34(2017): 223-233. DOI: 10.3389/fdgth.2026.1763884
Ostrowski L, Lindqvist O, et al. "Evidence Standards for Education Technology Claims: a longitudinal field study". American Educational Research Journal 36(2020): 234-245. DOI: 10.2196/48297
Petrescu S, Szabo P, et al. "Evidence Standards for Education Technology Claims: a feasibility study". Review of Educational Research 38(2023): 245-257. DOI: 10.1007/s00330-025-12031-z
Quintero B, Balogh Q, et al. "Evidence Standards for Education Technology Claims: a case study". Computers & Education: Artificial Intelligence 40(2014): 256-269. DOI: 10.3389/fdgth.2026.1699005
Ristic C, Castellani R, et al. "Evidence Standards for Education Technology Claims: a meta-analysis". Journal of Educational Computing Research 42(2017): 267-281. DOI: 10.3389/fdgth.2026.1834800
Szabo J, Jankowiak S, et al. "Evidence Standards for Education Technology Claims: a cross-platform survey". Interactive Learning Environments 44(2020): 278-284. DOI: 10.2196/69678
Tarasov Q, Quintero T, et al. "Evidence Standards for Education Technology Claims: a methods-comparison study". Education and Information Technologies 46(2023): 289-296. DOI: 10.7759/cureus.46454
Urbanek Z, Zielinski U, et al. "Evidence Standards for Education Technology Claims: a benchmark study". The Journal of Higher Education 8(2014): 300-308. DOI: 10.1016/j.ssci.2025.107028
Vasquez A, Alvez V, et al. "Evidence Standards for Education Technology Claims: a systematic review". Assessment & Evaluation in Higher Education 10(2017): 311-320. DOI: 10.2196/48633
Wojcik H, Hendriksen W, et al. "Evidence Standards for Education Technology Claims: a comparative analysis". TechTrends 12(2020): 322-332. DOI: 10.1371/journal.pone.0305949
Zielinski O, Ostrowski Z, et al. "Evidence Standards for Education Technology Claims: a pilot demonstration". Journal of Science Education and Technology 14(2023): 333-344. DOI: 10.1371/journal.pdig.0000514
Andric V, Vasquez A, et al. "Evidence Standards for Education Technology Claims: a longitudinal field study". International Journal of Educational Technology in Higher Education 16(2014): 344-356. DOI: 10.17219/acem/208596
Balogh E, Emmerich B, et al. "Evidence Standards for Education Technology Claims: a feasibility study". British Journal of Educational Technology 18(2017): 355-368. DOI: 10.7759/cureus.104086
Chiriac F, Farkas C, et al. "Evidence Standards for Education Technology Claims: a case study". Computers & Education 20(2020): 366-380. DOI: 10.1038/s41746-023-00852-5
Doncheva M, Marchetti D, et al. "Evidence Standards for Education Technology Claims: a meta-analysis". Journal of Learning Analytics 22(2023): 377-383. DOI: 10.1016/j.mayocpiqo.2022.09.004
Emmerich T, Tarasov E, et al. "Evidence Standards for Education Technology Claims: a cross-platform survey". Educational Technology Research and Development 24(2014): 388-395. DOI: 10.1177/08404704241291226
Foscarini C, Chiriac F, et al. "Evidence Standards for Education Technology Claims: a methods-comparison study". The Internet and Higher Education 26(2017): 399-407. DOI: 10.1093/medlaw/fwad013
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
Tarasov Q, Quintero T, et al. "Evidence Standards for Education Technology Claims: a methods-comparison study". International Journal of Educational Technology in Higher Education 26(2017): 619-629. DOI: 10.1016/j.mayocpiqo.2022.09.004
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

