Skills Shortages in Semiconductor Manufacturing: A Case Study of Regional Training Partnerships
DOI:
https://doi.org/10.5281/zenodo.22673786Keywords:
Skills Shortages in Semiconductor Manufacturing; Next-generation R&D; Evidence synthesis; Reproducibility; Research methodologyAbstract
Skills Shortages in Semiconductor Manufacturing has moved quickly from a niche engineering 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 skills shortages in semiconductor manufacturing, covering the methodological, practical,
regulatory and cost angles, with an eye on where practice has genuinely settled and where engineers and reviewers are still
largely working it out for themselves. Selective, context-specific adoption looks better supported by the evidence gathered here
than either broad rollout or blanket avoidance
References
Alvez D, Dumitrescu A, et al. "Skills Shortages in Semiconductor Manufacturing: a benchmark study". Nature 8(2014): 80-86. DOI: 10.1093/medlaw/fwad013
Brankovic K, Kowalczyk B, et al. "Skills Shortages in Semiconductor Manufacturing: a systematic review". Science 10(2017): 91-98. DOI: 10.2196/89834
Castellani R, Ristic C, et al. "Skills Shortages in Semiconductor Manufacturing: a comparative analysis". Nature Materials 12(2020): 102-110. DOI: 10.1007/s10916-024-02104-9
Dumitrescu A, Andric D, et al. "Skills Shortages in Semiconductor Manufacturing: a pilot demonstration". Advanced Materials 14(2023): 113-122. DOI: 10.3389/fdgth.2026.1896184
Eriksdottir B, Brankovic E, et al. "Skills Shortages in Semiconductor Manufacturing: a longitudinal field study". Nature Energy 16(2014): 124-134. DOI: 10.3390/diagnostics15162117
Farkas I, Ionescu F, et al. "Skills Shortages in Semiconductor Manufacturing: a feasibility study". Nature Electronics 18(2017): 135-146. DOI: 10.4103/jrpp.jrpp_20_65
Grabowski P, Petrescu G, et al. "Skills Shortages in Semiconductor Manufacturing: a case study". Nature Nanotechnology 20(2020): 146-158. DOI: 10.3389/fdgth.2026.1763884
Hendriksen W, Wojcik H, et al. "Skills Shortages in Semiconductor Manufacturing: a meta-analysis". Joule 22(2023): 157-170. DOI: 10.2196/48297
Ionescu F, Foscarini I, et al. "Skills Shortages in Semiconductor Manufacturing: a cross-platform survey". Energy & Environmental Science 24(2014): 168-182. DOI: 10.1007/s00330-025-12031-z
Jankowiak G, Grabowski J, et al. "Skills Shortages in Semiconductor Manufacturing: a methods-comparison study". ACS Nano 26(2017): 179-185. DOI: 10.3389/fdgth.2026.1699005
Kowalczyk N, Novotna K, et al. "Skills Shortages in Semiconductor Manufacturing: a benchmark study". Advanced Energy Materials 28(2020): 190-197. DOI: 10.3389/fdgth.2026.1834800
Lindqvist U, Urbanek L, et al. "Skills Shortages in Semiconductor Manufacturing: a systematic review". Applied Physics Letters 30(2023): 201-209. DOI: 10.2196/69678
Marchetti D, Doncheva M, et al. "Skills Shortages in Semiconductor Manufacturing: a comparative analysis". Journal of Applied Physics 32(2014): 212-221. DOI: 10.7759/cureus.46454
Novotna E, Eriksdottir N, et al. "Skills Shortages in Semiconductor Manufacturing: a pilot demonstration". IEEE Transactions on Industrial Electronics 34(2017): 223-233. DOI: 10.1016/j.ssci.2025.107028
Ostrowski L, Lindqvist O, et al. "Skills Shortages in Semiconductor Manufacturing: a longitudinal field study". IEEE Spectrum 36(2020): 234-245. DOI: 10.2196/48633
Petrescu S, Szabo P, et al. "Skills Shortages in Semiconductor Manufacturing: a feasibility study". Nature Communications 38(2023): 245-257. DOI: 10.1371/journal.pone.0305949
Quintero B, Balogh Q, et al. "Skills Shortages in Semiconductor Manufacturing: a case study". Science Robotics 40(2014): 256-269. DOI: 10.1371/journal.pdig.0000514
Ristic C, Castellani R, et al. "Skills Shortages in Semiconductor Manufacturing: a meta-analysis". Additive Manufacturing 42(2017): 267-281. DOI: 10.17219/acem/208596
Szabo J, Jankowiak S, et al. "Skills Shortages in Semiconductor Manufacturing: a cross-platform survey". Acta Materialia 44(2020): 278-284. DOI: 10.7759/cureus.104086
Tarasov Q, Quintero T, et al. "Skills Shortages in Semiconductor Manufacturing: a methods-comparison study". npj Computational Materials 46(2023): 289-296. DOI: 10.1038/s41746-023-00852-5
Urbanek Z, Zielinski U, et al. "Skills Shortages in Semiconductor Manufacturing: a benchmark study". Research Policy 8(2014): 300-308. DOI: 10.1016/j.mayocpiqo.2022.09.004
Vasquez A, Alvez V, et al. "Skills Shortages in Semiconductor Manufacturing: a systematic review". Technovation 10(2017): 311-320. DOI: 10.1177/08404704241291226
Wojcik H, Hendriksen W, et al. "Skills Shortages in Semiconductor Manufacturing: a comparative analysis". MRS Bulletin 12(2020): 322-332. DOI: 10.1093/medlaw/fwad013
Zielinski O, Ostrowski Z, et al. "Skills Shortages in Semiconductor Manufacturing: a pilot demonstration". Nature Reviews Materials 14(2023): 333-344. DOI: 10.2196/89834
Andric V, Vasquez A, et al. "Skills Shortages in Semiconductor Manufacturing: a longitudinal field study". Progress in Materials Science 16(2014): 344-356. DOI: 10.1007/s10916-024-02104-9
Balogh E, Emmerich B, et al. "Skills Shortages in Semiconductor Manufacturing: a feasibility study". Nature 18(2017): 355-368. DOI: 10.3389/fdgth.2026.1896184
Chiriac F, Farkas C, et al. "Skills Shortages in Semiconductor Manufacturing: a case study". Science 20(2020): 366-380. DOI: 10.3390/diagnostics15162117
Doncheva M, Marchetti D, et al. "Skills Shortages in Semiconductor Manufacturing: a meta-analysis". Nature Materials 22(2023): 377-383. DOI: 10.4103/jrpp.jrpp_20_65
Emmerich T, Tarasov E, et al. "Skills Shortages in Semiconductor Manufacturing: a cross-platform survey". Advanced Materials 24(2014): 388-395. DOI: 10.3389/fdgth.2026.1763884
Foscarini C, Chiriac F, et al. "Skills Shortages in Semiconductor Manufacturing: a methods-comparison study". Nature Energy 26(2017): 399-407. DOI: 10.2196/48297
Alvez D, Dumitrescu A, et al. "Skills Shortages in Semiconductor Manufacturing: a benchmark study". Nature Electronics 28(2020): 410-419. DOI: 10.1007/s00330-025-12031-z
Brankovic K, Kowalczyk B, et al. "Skills Shortages in Semiconductor Manufacturing: a systematic review". Nature Nanotechnology 30(2023): 421-431. DOI: 10.3389/fdgth.2026.1699005
Castellani R, Ristic C, et al. "Skills Shortages in Semiconductor Manufacturing: a comparative analysis". Joule 32(2014): 432-443. DOI: 10.3389/fdgth.2026.1834800
Dumitrescu A, Andric D, et al. "Skills Shortages in Semiconductor Manufacturing: a pilot demonstration". Energy & Environmental Science 34(2017): 443-455. DOI: 10.2196/69678
Eriksdottir B, Brankovic E, et al. "Skills Shortages in Semiconductor Manufacturing: a longitudinal field study". ACS Nano 36(2020): 454-467. DOI: 10.7759/cureus.46454
Farkas I, Ionescu F, et al. "Skills Shortages in Semiconductor Manufacturing: a feasibility study". Advanced Energy Materials 38(2023): 465-479. DOI: 10.1016/j.ssci.2025.107028
Grabowski P, Petrescu G, et al. "Skills Shortages in Semiconductor Manufacturing: a case study". Applied Physics Letters 40(2014): 476-482. DOI: 10.2196/48633
Hendriksen W, Wojcik H, et al. "Skills Shortages in Semiconductor Manufacturing: a meta-analysis". Journal of Applied Physics 42(2017): 487-494. DOI: 10.1371/journal.pone.0305949
Ionescu F, Foscarini I, et al. "Skills Shortages in Semiconductor Manufacturing: a cross-platform survey". IEEE Transactions on Industrial Electronics 44(2020): 498-506. DOI: 10.1371/journal.pdig.0000514
Jankowiak G, Grabowski J, et al. "Skills Shortages in Semiconductor Manufacturing: a methods-comparison study". IEEE Spectrum 46(2023): 509-518. DOI: 10.17219/acem/208596
Kowalczyk N, Novotna K, et al. "Skills Shortages in Semiconductor Manufacturing: a benchmark study". Nature Communications 8(2014): 520-530. DOI: 10.7759/cureus.104086
Lindqvist U, Urbanek L, et al. "Skills Shortages in Semiconductor Manufacturing: a systematic review". Science Robotics 10(2017): 531-542. DOI: 10.1038/s41746-023-00852-5
Marchetti D, Doncheva M, et al. "Skills Shortages in Semiconductor Manufacturing: a comparative analysis". Additive Manufacturing 12(2020): 542-554. DOI: 10.1016/j.mayocpiqo.2022.09.004
Novotna E, Eriksdottir N, et al. "Skills Shortages in Semiconductor Manufacturing: a pilot demonstration". Acta Materialia 14(2023): 553-566. DOI: 10.1177/08404704241291226
Ostrowski L, Lindqvist O, et al. "Skills Shortages in Semiconductor Manufacturing: a longitudinal field study". npj Computational Materials 16(2014): 564-578. DOI: 10.1093/medlaw/fwad013
Petrescu S, Szabo P, et al. "Skills Shortages in Semiconductor Manufacturing: a feasibility study". Research Policy 18(2017): 575-581. DOI: 10.2196/89834
Quintero B, Balogh Q, et al. "Skills Shortages in Semiconductor Manufacturing: a case study". Technovation 20(2020): 586-593. DOI: 10.1007/s10916-024-02104-9
Ristic C, Castellani R, et al. "Skills Shortages in Semiconductor Manufacturing: a meta-analysis". MRS Bulletin 22(2023): 597-605. DOI: 10.3389/fdgth.2026.1896184
Szabo J, Jankowiak S, et al. "Skills Shortages in Semiconductor Manufacturing: a cross-platform survey". Nature Reviews Materials 24(2014): 608-617. DOI: 10.3390/diagnostics15162117
Tarasov Q, Quintero T, et al. "Skills Shortages in Semiconductor Manufacturing: a methods-comparison study". Progress in Materials Science 26(2017): 619-629. DOI: 10.4103/jrpp.jrpp_20_65
Urbanek Z, Zielinski U, et al. "Skills Shortages in Semiconductor Manufacturing: a benchmark study". Nature 28(2020): 630-641. DOI: 10.3389/fdgth.2026.1763884
Vasquez A, Alvez V, et al. "Skills Shortages in Semiconductor Manufacturing: a systematic review". Science 30(2023): 641-653. DOI: 10.2196/48297
Wojcik H, Hendriksen W, et al. "Skills Shortages in Semiconductor Manufacturing: a comparative analysis". Nature Materials 32(2014): 652-665. DOI: 10.1007/s00330-025-12031-z
Zielinski O, Ostrowski Z, et al. "Skills Shortages in Semiconductor Manufacturing: a pilot demonstration". Advanced Materials 34(2017): 663-677. DOI: 10.3389/fdgth.2026.1699005
Andric V, Vasquez A, et al. "Skills Shortages in Semiconductor Manufacturing: a longitudinal field study". Nature Energy 36(2020): 674-680. DOI: 10.3389/fdgth.2026.1834800

