Anticipating Labour Effects of Frontier Technologies: A Case Study of Three Sector Foresight Exercises
DOI:
https://doi.org/10.5281/zenodo.22677493Keywords:
Anticipating Labour Effects of Frontier Technologies; Future science and technology; Evidence synthesis; Reproducibility; Research methodologyAbstract
There is real interest in anticipating labour effects of frontier technologies right now, and real uncertainty about exactly where it
delivers the most value. We pull together the current evidence for anticipating labour effects of frontier technologies, 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. "Anticipating Labour Effects of Frontier Technologies: a benchmark study". Nature 8(2014): 80-86. DOI: 10.2196/69678
Brankovic K, Kowalczyk B, et al. "Anticipating Labour Effects of Frontier Technologies: a systematic review". Science 10(2017): 91-98. DOI: 10.7759/cureus.46454
Castellani R, Ristic C, et al. "Anticipating Labour Effects of Frontier Technologies: a comparative analysis". Nature Astronomy 12(2020): 102-110. DOI: 10.1016/j.ssci.2025.107028
Dumitrescu A, Andric D, et al. "Anticipating Labour Effects of Frontier Technologies: a pilot demonstration". Nature Physics 14(2023): 113-122. DOI: 10.2196/48633
Eriksdottir B, Brankovic E, et al. "Anticipating Labour Effects of Frontier Technologies: a longitudinal field study". Physical Review Letters 16(2014): 124-134. DOI: 10.1371/journal.pone.0305949
Farkas I, Ionescu F, et al. "Anticipating Labour Effects of Frontier Technologies: a feasibility study". npj Quantum Information 18(2017): 135-146. DOI: 10.1371/journal.pdig.0000514
Grabowski P, Petrescu G, et al. "Anticipating Labour Effects of Frontier Technologies: a case study". Nature Quantum Information 20(2020): 146-158. DOI: 10.17219/acem/208596
Hendriksen W, Wojcik H, et al. "Anticipating Labour Effects of Frontier Technologies: a meta-analysis". Nuclear Fusion 22(2023): 157-170. DOI: 10.7759/cureus.104086
Ionescu F, Foscarini I, et al. "Anticipating Labour Effects of Frontier Technologies: a cross-platform survey". Nature Energy 24(2014): 168-182. DOI: 10.1038/s41746-023-00852-5
Jankowiak G, Grabowski J, et al. "Anticipating Labour Effects of Frontier Technologies: a methods-comparison study". Journal of Geophysical Research 26(2017): 179-185. DOI: 10.1016/j.mayocpiqo.2022.09.004
Kowalczyk N, Novotna K, et al. "Anticipating Labour Effects of Frontier Technologies: a benchmark study". Ocean Science 28(2020): 190-197. DOI: 10.1177/08404704241291226
Lindqvist U, Urbanek L, et al. "Anticipating Labour Effects of Frontier Technologies: a systematic review". Nature Climate Change 30(2023): 201-209. DOI: 10.1093/medlaw/fwad013
Marchetti D, Doncheva M, et al. "Anticipating Labour Effects of Frontier Technologies: a comparative analysis". Nature Communications 32(2014): 212-221. DOI: 10.2196/89834
Novotna E, Eriksdottir N, et al. "Anticipating Labour Effects of Frontier Technologies: a pilot demonstration". Science Policy 34(2017): 223-233. DOI: 10.1007/s10916-024-02104-9
Ostrowski L, Lindqvist O, et al. "Anticipating Labour Effects of Frontier Technologies: a longitudinal field study". Research Policy 36(2020): 234-245. DOI: 10.3389/fdgth.2026.1896184
Petrescu S, Szabo P, et al. "Anticipating Labour Effects of Frontier Technologies: a feasibility study". Space Policy 38(2023): 245-257. DOI: 10.3390/diagnostics15162117
Quintero B, Balogh Q, et al. "Anticipating Labour Effects of Frontier Technologies: a case study". Acta Astronautica 40(2014): 256-269. DOI: 10.4103/jrpp.jrpp_20_65
Ristic C, Castellani R, et al. "Anticipating Labour Effects of Frontier Technologies: a meta-analysis". PNAS 42(2017): 267-281. DOI: 10.3389/fdgth.2026.1763884
Szabo J, Jankowiak S, et al. "Anticipating Labour Effects of Frontier Technologies: a cross-platform survey". eLife 44(2020): 278-284. DOI: 10.2196/48297
Tarasov Q, Quintero T, et al. "Anticipating Labour Effects of Frontier Technologies: a methods-comparison study". Nature Biotechnology 46(2023): 289-296. DOI: 10.1007/s00330-025-12031-z
Urbanek Z, Zielinski U, et al. "Anticipating Labour Effects of Frontier Technologies: a benchmark study". Nature Neuroscience 8(2014): 300-308. DOI: 10.3389/fdgth.2026.1699005
Vasquez A, Alvez V, et al. "Anticipating Labour Effects of Frontier Technologies: a systematic review". Journal of Medical Ethics 10(2017): 311-320. DOI: 10.3389/fdgth.2026.1834800
Wojcik H, Hendriksen W, et al. "Anticipating Labour Effects of Frontier Technologies: a comparative analysis". Reviews of Modern Physics 12(2020): 322-332. DOI: 10.2196/69678
Zielinski O, Ostrowski Z, et al. "Anticipating Labour Effects of Frontier Technologies: a pilot demonstration". Journal of Plasma Physics 14(2023): 333-344. DOI: 10.7759/cureus.46454
Andric V, Vasquez A, et al. "Anticipating Labour Effects of Frontier Technologies: a longitudinal field study". IEEE Transactions on Quantum Engineering 16(2014): 344-356. DOI: 10.1016/j.ssci.2025.107028
Balogh E, Emmerich B, et al. "Anticipating Labour Effects of Frontier Technologies: a feasibility study". Nature 18(2017): 355-368. DOI: 10.2196/48633
Chiriac F, Farkas C, et al. "Anticipating Labour Effects of Frontier Technologies: a case study". Science 20(2020): 366-380. DOI: 10.1371/journal.pone.0305949
Doncheva M, Marchetti D, et al. "Anticipating Labour Effects of Frontier Technologies: a meta-analysis". Nature Astronomy 22(2023): 377-383. DOI: 10.1371/journal.pdig.0000514
Emmerich T, Tarasov E, et al. "Anticipating Labour Effects of Frontier Technologies: a cross-platform survey". Nature Physics 24(2014): 388-395. DOI: 10.17219/acem/208596
Foscarini C, Chiriac F, et al. "Anticipating Labour Effects of Frontier Technologies: a methods-comparison study". Physical Review Letters 26(2017): 399-407. DOI: 10.7759/cureus.104086
Alvez D, Dumitrescu A, et al. "Anticipating Labour Effects of Frontier Technologies: a benchmark study". npj Quantum Information 28(2020): 410-419. DOI: 10.1038/s41746-023-00852-5
Brankovic K, Kowalczyk B, et al. "Anticipating Labour Effects of Frontier Technologies: a systematic review". Nature Quantum Information 30(2023): 421-431. DOI: 10.1016/j.mayocpiqo.2022.09.004
Castellani R, Ristic C, et al. "Anticipating Labour Effects of Frontier Technologies: a comparative analysis". Nuclear Fusion 32(2014): 432-443. DOI: 10.1177/08404704241291226
Dumitrescu A, Andric D, et al. "Anticipating Labour Effects of Frontier Technologies: a pilot demonstration". Nature Energy 34(2017): 443-455. DOI: 10.1093/medlaw/fwad013
Eriksdottir B, Brankovic E, et al. "Anticipating Labour Effects of Frontier Technologies: a longitudinal field study". Journal of Geophysical Research 36(2020): 454-467. DOI: 10.2196/89834
Farkas I, Ionescu F, et al. "Anticipating Labour Effects of Frontier Technologies: a feasibility study". Ocean Science 38(2023): 465-479. DOI: 10.1007/s10916-024-02104-9
Grabowski P, Petrescu G, et al. "Anticipating Labour Effects of Frontier Technologies: a case study". Nature Climate Change 40(2014): 476-482. DOI: 10.3389/fdgth.2026.1896184
Hendriksen W, Wojcik H, et al. "Anticipating Labour Effects of Frontier Technologies: a meta-analysis". Nature Communications 42(2017): 487-494. DOI: 10.3390/diagnostics15162117
Ionescu F, Foscarini I, et al. "Anticipating Labour Effects of Frontier Technologies: a cross-platform survey". Science Policy 44(2020): 498-506. DOI: 10.4103/jrpp.jrpp_20_65
Jankowiak G, Grabowski J, et al. "Anticipating Labour Effects of Frontier Technologies: a methods-comparison study". Research Policy 46(2023): 509-518. DOI: 10.3389/fdgth.2026.1763884
Kowalczyk N, Novotna K, et al. "Anticipating Labour Effects of Frontier Technologies: a benchmark study". Space Policy 8(2014): 520-530. DOI: 10.2196/48297
Lindqvist U, Urbanek L, et al. "Anticipating Labour Effects of Frontier Technologies: a systematic review". Acta Astronautica 10(2017): 531-542. DOI: 10.1007/s00330-025-12031-z
Marchetti D, Doncheva M, et al. "Anticipating Labour Effects of Frontier Technologies: a comparative analysis". PNAS 12(2020): 542-554. DOI: 10.3389/fdgth.2026.1699005
Novotna E, Eriksdottir N, et al. "Anticipating Labour Effects of Frontier Technologies: a pilot demonstration". eLife 14(2023): 553-566. DOI: 10.3389/fdgth.2026.1834800
Ostrowski L, Lindqvist O, et al. "Anticipating Labour Effects of Frontier Technologies: a longitudinal field study". Nature Biotechnology 16(2014): 564-578. DOI: 10.2196/69678
Petrescu S, Szabo P, et al. "Anticipating Labour Effects of Frontier Technologies: a feasibility study". Nature Neuroscience 18(2017): 575-581. DOI: 10.7759/cureus.46454
Quintero B, Balogh Q, et al. "Anticipating Labour Effects of Frontier Technologies: a case study". Journal of Medical Ethics 20(2020): 586-593. DOI: 10.1016/j.ssci.2025.107028
Ristic C, Castellani R, et al. "Anticipating Labour Effects of Frontier Technologies: a meta-analysis". Reviews of Modern Physics 22(2023): 597-605. DOI: 10.2196/48633
Szabo J, Jankowiak S, et al. "Anticipating Labour Effects of Frontier Technologies: a cross-platform survey". Journal of Plasma Physics 24(2014): 608-617. DOI: 10.1371/journal.pone.0305949
Tarasov Q, Quintero T, et al. "Anticipating Labour Effects of Frontier Technologies: a methods-comparison study". IEEE Transactions on Quantum Engineering 26(2017): 619-629. DOI: 10.1371/journal.pdig.0000514
Urbanek Z, Zielinski U, et al. "Anticipating Labour Effects of Frontier Technologies: a benchmark study". Nature 28(2020): 630-641. DOI: 10.17219/acem/208596
Vasquez A, Alvez V, et al. "Anticipating Labour Effects of Frontier Technologies: a systematic review". Science 30(2023): 641-653. DOI: 10.7759/cureus.104086
Wojcik H, Hendriksen W, et al. "Anticipating Labour Effects of Frontier Technologies: a comparative analysis". Nature Astronomy 32(2014): 652-665. DOI: 10.1038/s41746-023-00852-5
Zielinski O, Ostrowski Z, et al. "Anticipating Labour Effects of Frontier Technologies: a pilot demonstration". Nature Physics 34(2017): 663-677. DOI: 10.1016/j.mayocpiqo.2022.09.004
Andric V, Vasquez A, et al. "Anticipating Labour Effects of Frontier Technologies: a longitudinal field study". Physical Review Letters 36(2020): 674-680. DOI: 10.1177/08404704241291226
