Captioning Quality in Recorded Lectures: A Benchmark of Automatic Against Human Transcription

Authors

  • Bruno-Ivan Dragojevic Centre for Inclusive Education, Turopolje Centre for Digital Education, Velika Gorica, Croatia Author
  • Aaltje Beukema Department of Educational Media, Land van Heusden Centre for Digital Education, Waalwijk, Netherlands Author
  • Gabriela-M Bulinova Department of Educational Media, Prachaticko Centre for Digital Education, Prachatice, Czech Republic Author

DOI:

https://doi.org/10.5281/zenodo.22694376

Keywords:

Captioning Quality in Recorded Lectures; Educational technology; E-learning; Evidence synthesis; Research methodology

Abstract

There is real interest in captioning quality in recorded lectures right now, and real uncertainty about exactly where it delivers the
most value. We pull together the current evidence for captioning quality in recorded lectures, 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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Farkas I, Ionescu F, et al. "Captioning Quality in Recorded Lectures: a feasibility study". Computers in Human Behavior 18(2017): 135-146. DOI: 10.1093/medlaw/fwad013

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Hendriksen W, Wojcik H, et al. "Captioning Quality in Recorded Lectures: a meta-analysis". Distance Education 22(2023): 157-170. DOI: 10.1007/s10916-024-02104-9

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Foscarini C, Chiriac F, et al. "Captioning Quality in Recorded Lectures: a methods-comparison study". The Internet and Higher Education 26(2017): 399-407. DOI: 10.1007/s10916-024-02104-9

Alvez D, Dumitrescu A, et al. "Captioning Quality in Recorded Lectures: a benchmark study". Computers in Human Behavior 28(2020): 410-419. DOI: 10.3389/fdgth.2026.1896184

Brankovic K, Kowalczyk B, et al. "Captioning Quality in Recorded Lectures: a systematic review". Journal of Computer Assisted Learning 30(2023): 421-431. DOI: 10.3390/diagnostics15162117

Castellani R, Ristic C, et al. "Captioning Quality in Recorded Lectures: a comparative analysis". Distance Education 32(2014): 432-443. DOI: 10.4103/jrpp.jrpp_20_65

Dumitrescu A, Andric D, et al. "Captioning Quality in Recorded Lectures: a pilot demonstration". Journal of Educational Psychology 34(2017): 443-455. DOI: 10.3389/fdgth.2026.1763884

Eriksdottir B, Brankovic E, et al. "Captioning Quality in Recorded Lectures: a longitudinal field study". Instructional Science 36(2020): 454-467. DOI: 10.2196/48297

Farkas I, Ionescu F, et al. "Captioning Quality in Recorded Lectures: a feasibility study". Educational Technology & Society 38(2023): 465-479. DOI: 10.1007/s00330-025-12031-z

Grabowski P, Petrescu G, et al. "Captioning Quality in Recorded Lectures: a case study". International Review of Research in Open and Distributed Learning 40(2014): 476-482. DOI: 10.3389/fdgth.2026.1699005

Hendriksen W, Wojcik H, et al. "Captioning Quality in Recorded Lectures: a meta-analysis". Learning, Media and Technology 42(2017): 487-494. DOI: 10.3389/fdgth.2026.1834800

Ionescu F, Foscarini I, et al. "Captioning Quality in Recorded Lectures: a cross-platform survey". Journal of Research on Technology in Education 44(2020): 498-506. DOI: 10.2196/69678

Jankowiak G, Grabowski J, et al. "Captioning Quality in Recorded Lectures: a methods-comparison study". American Educational Research Journal 46(2023): 509-518. DOI: 10.7759/cureus.46454

Kowalczyk N, Novotna K, et al. "Captioning Quality in Recorded Lectures: a benchmark study". Review of Educational Research 8(2014): 520-530. DOI: 10.1016/j.ssci.2025.107028

Lindqvist U, Urbanek L, et al. "Captioning Quality in Recorded Lectures: a systematic review". Computers & Education: Artificial Intelligence 10(2017): 531-542. DOI: 10.2196/48633

Marchetti D, Doncheva M, et al. "Captioning Quality in Recorded Lectures: a comparative analysis". Journal of Educational Computing Research 12(2020): 542-554. DOI: 10.1371/journal.pone.0305949

Novotna E, Eriksdottir N, et al. "Captioning Quality in Recorded Lectures: a pilot demonstration". Interactive Learning Environments 14(2023): 553-566. DOI: 10.1371/journal.pdig.0000514

Ostrowski L, Lindqvist O, et al. "Captioning Quality in Recorded Lectures: a longitudinal field study". Education and Information Technologies 16(2014): 564-578. DOI: 10.17219/acem/208596

Petrescu S, Szabo P, et al. "Captioning Quality in Recorded Lectures: a feasibility study". The Journal of Higher Education 18(2017): 575-581. DOI: 10.7759/cureus.104086

Quintero B, Balogh Q, et al. "Captioning Quality in Recorded Lectures: a case study". Assessment & Evaluation in Higher Education 20(2020): 586-593. DOI: 10.1038/s41746-023-00852-5

Ristic C, Castellani R, et al. "Captioning Quality in Recorded Lectures: a meta-analysis". TechTrends 22(2023): 597-605. DOI: 10.1016/j.mayocpiqo.2022.09.004

Szabo J, Jankowiak S, et al. "Captioning Quality in Recorded Lectures: a cross-platform survey". Journal of Science Education and Technology 24(2014): 608-617. DOI: 10.1177/08404704241291226

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Urbanek Z, Zielinski U, et al. "Captioning Quality in Recorded Lectures: a benchmark study". British Journal of Educational Technology 28(2020): 630-641. DOI: 10.2196/89834

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Wojcik H, Hendriksen W, et al. "Captioning Quality in Recorded Lectures: a comparative analysis". Journal of Learning Analytics 32(2014): 652-665. DOI: 10.3389/fdgth.2026.1896184

Zielinski O, Ostrowski Z, et al. "Captioning Quality in Recorded Lectures: a pilot demonstration". Educational Technology Research and Development 34(2017): 663-677. DOI: 10.3390/diagnostics15162117

Andric V, Vasquez A, et al. "Captioning Quality in Recorded Lectures: a longitudinal field study". The Internet and Higher Education 36(2020): 674-680. DOI: 10.4103/jrpp.jrpp_20_65

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Published

2024-04-10