Metascience Interventions in Peer Review: A Technical Note on Trial Design Inside Live Journals
DOI:
https://doi.org/10.5281/zenodo.22677472Keywords:
Metascience Interventions in Peer Review; Future science and technology; Evidence synthesis; Reproducibility; Research methodologyAbstract
Metascience Interventions in Peer Review 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 metascience interventions in peer review, 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. "Metascience Interventions in Peer Review: a benchmark study". Nature 8(2014): 80-86. DOI: 10.3389/fdgth.2026.1834800
Brankovic K, Kowalczyk B, et al. "Metascience Interventions in Peer Review: a systematic review". Science 10(2017): 91-98. DOI: 10.2196/69678
Castellani R, Ristic C, et al. "Metascience Interventions in Peer Review: a comparative analysis". Nature Astronomy 12(2020): 102-110. DOI: 10.7759/cureus.46454
Dumitrescu A, Andric D, et al. "Metascience Interventions in Peer Review: a pilot demonstration". Nature Physics 14(2023): 113-122. DOI: 10.1016/j.ssci.2025.107028
Eriksdottir B, Brankovic E, et al. "Metascience Interventions in Peer Review: a longitudinal field study". Physical Review Letters 16(2014): 124-134. DOI: 10.2196/48633
Farkas I, Ionescu F, et al. "Metascience Interventions in Peer Review: a feasibility study". npj Quantum Information 18(2017): 135-146. DOI: 10.1371/journal.pone.0305949
Grabowski P, Petrescu G, et al. "Metascience Interventions in Peer Review: a case study". Nature Quantum Information 20(2020): 146-158. DOI: 10.1371/journal.pdig.0000514
Hendriksen W, Wojcik H, et al. "Metascience Interventions in Peer Review: a meta-analysis". Nuclear Fusion 22(2023): 157-170. DOI: 10.17219/acem/208596
Ionescu F, Foscarini I, et al. "Metascience Interventions in Peer Review: a cross-platform survey". Nature Energy 24(2014): 168-182. DOI: 10.7759/cureus.104086
Jankowiak G, Grabowski J, et al. "Metascience Interventions in Peer Review: a methods-comparison study". Journal of Geophysical Research 26(2017): 179-185. DOI: 10.1038/s41746-023-00852-5
Kowalczyk N, Novotna K, et al. "Metascience Interventions in Peer Review: a benchmark study". Ocean Science 28(2020): 190-197. DOI: 10.1016/j.mayocpiqo.2022.09.004
Lindqvist U, Urbanek L, et al. "Metascience Interventions in Peer Review: a systematic review". Nature Climate Change 30(2023): 201-209. DOI: 10.1177/08404704241291226
Marchetti D, Doncheva M, et al. "Metascience Interventions in Peer Review: a comparative analysis". Nature Communications 32(2014): 212-221. DOI: 10.1093/medlaw/fwad013
Novotna E, Eriksdottir N, et al. "Metascience Interventions in Peer Review: a pilot demonstration". Science Policy 34(2017): 223-233. DOI: 10.2196/89834
Ostrowski L, Lindqvist O, et al. "Metascience Interventions in Peer Review: a longitudinal field study". Research Policy 36(2020): 234-245. DOI: 10.1007/s10916-024-02104-9
Petrescu S, Szabo P, et al. "Metascience Interventions in Peer Review: a feasibility study". Space Policy 38(2023): 245-257. DOI: 10.3389/fdgth.2026.1896184
Quintero B, Balogh Q, et al. "Metascience Interventions in Peer Review: a case study". Acta Astronautica 40(2014): 256-269. DOI: 10.3390/diagnostics15162117
Ristic C, Castellani R, et al. "Metascience Interventions in Peer Review: a meta-analysis". PNAS 42(2017): 267-281. DOI: 10.4103/jrpp.jrpp_20_65
Szabo J, Jankowiak S, et al. "Metascience Interventions in Peer Review: a cross-platform survey". eLife 44(2020): 278-284. DOI: 10.3389/fdgth.2026.1763884
Tarasov Q, Quintero T, et al. "Metascience Interventions in Peer Review: a methods-comparison study". Nature Biotechnology 46(2023): 289-296. DOI: 10.2196/48297
Urbanek Z, Zielinski U, et al. "Metascience Interventions in Peer Review: a benchmark study". Nature Neuroscience 8(2014): 300-308. DOI: 10.1007/s00330-025-12031-z
Vasquez A, Alvez V, et al. "Metascience Interventions in Peer Review: a systematic review". Journal of Medical Ethics 10(2017): 311-320. DOI: 10.3389/fdgth.2026.1699005
Wojcik H, Hendriksen W, et al. "Metascience Interventions in Peer Review: a comparative analysis". Reviews of Modern Physics 12(2020): 322-332. DOI: 10.3389/fdgth.2026.1834800
Zielinski O, Ostrowski Z, et al. "Metascience Interventions in Peer Review: a pilot demonstration". Journal of Plasma Physics 14(2023): 333-344. DOI: 10.2196/69678
Andric V, Vasquez A, et al. "Metascience Interventions in Peer Review: a longitudinal field study". IEEE Transactions on Quantum Engineering 16(2014): 344-356. DOI: 10.7759/cureus.46454
Balogh E, Emmerich B, et al. "Metascience Interventions in Peer Review: a feasibility study". Nature 18(2017): 355-368. DOI: 10.1016/j.ssci.2025.107028
Chiriac F, Farkas C, et al. "Metascience Interventions in Peer Review: a case study". Science 20(2020): 366-380. DOI: 10.2196/48633
Doncheva M, Marchetti D, et al. "Metascience Interventions in Peer Review: a meta-analysis". Nature Astronomy 22(2023): 377-383. DOI: 10.1371/journal.pone.0305949
Emmerich T, Tarasov E, et al. "Metascience Interventions in Peer Review: a cross-platform survey". Nature Physics 24(2014): 388-395. DOI: 10.1371/journal.pdig.0000514
Foscarini C, Chiriac F, et al. "Metascience Interventions in Peer Review: a methods-comparison study". Physical Review Letters 26(2017): 399-407. DOI: 10.17219/acem/208596
Alvez D, Dumitrescu A, et al. "Metascience Interventions in Peer Review: a benchmark study". npj Quantum Information 28(2020): 410-419. DOI: 10.7759/cureus.104086
Brankovic K, Kowalczyk B, et al. "Metascience Interventions in Peer Review: a systematic review". Nature Quantum Information 30(2023): 421-431. DOI: 10.1038/s41746-023-00852-5
Castellani R, Ristic C, et al. "Metascience Interventions in Peer Review: a comparative analysis". Nuclear Fusion 32(2014): 432-443. DOI: 10.1016/j.mayocpiqo.2022.09.004
Dumitrescu A, Andric D, et al. "Metascience Interventions in Peer Review: a pilot demonstration". Nature Energy 34(2017): 443-455. DOI: 10.1177/08404704241291226
Eriksdottir B, Brankovic E, et al. "Metascience Interventions in Peer Review: a longitudinal field study". Journal of Geophysical Research 36(2020): 454-467. DOI: 10.1093/medlaw/fwad013
Farkas I, Ionescu F, et al. "Metascience Interventions in Peer Review: a feasibility study". Ocean Science 38(2023): 465-479. DOI: 10.2196/89834
Grabowski P, Petrescu G, et al. "Metascience Interventions in Peer Review: a case study". Nature Climate Change 40(2014): 476-482. DOI: 10.1007/s10916-024-02104-9
Hendriksen W, Wojcik H, et al. "Metascience Interventions in Peer Review: a meta-analysis". Nature Communications 42(2017): 487-494. DOI: 10.3389/fdgth.2026.1896184
Ionescu F, Foscarini I, et al. "Metascience Interventions in Peer Review: a cross-platform survey". Science Policy 44(2020): 498-506. DOI: 10.3390/diagnostics15162117
Jankowiak G, Grabowski J, et al. "Metascience Interventions in Peer Review: a methods-comparison study". Research Policy 46(2023): 509-518. DOI: 10.4103/jrpp.jrpp_20_65
Kowalczyk N, Novotna K, et al. "Metascience Interventions in Peer Review: a benchmark study". Space Policy 8(2014): 520-530. DOI: 10.3389/fdgth.2026.1763884
Lindqvist U, Urbanek L, et al. "Metascience Interventions in Peer Review: a systematic review". Acta Astronautica 10(2017): 531-542. DOI: 10.2196/48297
Marchetti D, Doncheva M, et al. "Metascience Interventions in Peer Review: a comparative analysis". PNAS 12(2020): 542-554. DOI: 10.1007/s00330-025-12031-z
Novotna E, Eriksdottir N, et al. "Metascience Interventions in Peer Review: a pilot demonstration". eLife 14(2023): 553-566. DOI: 10.3389/fdgth.2026.1699005
Ostrowski L, Lindqvist O, et al. "Metascience Interventions in Peer Review: a longitudinal field study". Nature Biotechnology 16(2014): 564-578. DOI: 10.3389/fdgth.2026.1834800
Petrescu S, Szabo P, et al. "Metascience Interventions in Peer Review: a feasibility study". Nature Neuroscience 18(2017): 575-581. DOI: 10.2196/69678
Quintero B, Balogh Q, et al. "Metascience Interventions in Peer Review: a case study". Journal of Medical Ethics 20(2020): 586-593. DOI: 10.7759/cureus.46454
Ristic C, Castellani R, et al. "Metascience Interventions in Peer Review: a meta-analysis". Reviews of Modern Physics 22(2023): 597-605. DOI: 10.1016/j.ssci.2025.107028
Szabo J, Jankowiak S, et al. "Metascience Interventions in Peer Review: a cross-platform survey". Journal of Plasma Physics 24(2014): 608-617. DOI: 10.2196/48633
Tarasov Q, Quintero T, et al. "Metascience Interventions in Peer Review: a methods-comparison study". IEEE Transactions on Quantum Engineering 26(2017): 619-629. DOI: 10.1371/journal.pone.0305949
Urbanek Z, Zielinski U, et al. "Metascience Interventions in Peer Review: a benchmark study". Nature 28(2020): 630-641. DOI: 10.1371/journal.pdig.0000514
Vasquez A, Alvez V, et al. "Metascience Interventions in Peer Review: a systematic review". Science 30(2023): 641-653. DOI: 10.17219/acem/208596
Wojcik H, Hendriksen W, et al. "Metascience Interventions in Peer Review: a comparative analysis". Nature Astronomy 32(2014): 652-665. DOI: 10.7759/cureus.104086
Zielinski O, Ostrowski Z, et al. "Metascience Interventions in Peer Review: a pilot demonstration". Nature Physics 34(2017): 663-677. DOI: 10.1038/s41746-023-00852-5
Andric V, Vasquez A, et al. "Metascience Interventions in Peer Review: a longitudinal field study". Physical Review Letters 36(2020): 674-680. DOI: 10.1016/j.mayocpiqo.2022.09.004

