Participant Involvement in Cognitive Research Design: A Perspective on Who Sets the Questions

Authors

  • Josephine Lavernhe Centre for Participant Involvement, Argonne Institute of Cognitive Neuroscience, Sainte-Menehould, France Author
  • Chrystalla-An Fotiou-Cha Centre for Neuroethics, Athalassa Institute of Cognitive Neuroscience, Aglantzia, Cyprus Author
  • Boglarka-A Erdody Centre for Research Practice, Sarret Centre for Brain and Behaviour, Szeghalom, Hungary Author

DOI:

https://doi.org/10.5281/zenodo.22677704

Keywords:

Participant Involvement in Cognitive Research Design; Cognitive neuroscience; Neurofeedback; Evidence synthesis; Research methodology

Abstract

Participant Involvement in Cognitive Research Design 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 participant involvement in cognitive research design, 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. "Participant Involvement in Cognitive Research Design: a benchmark study". Nature Neuroscience 8(2014): 80-86. DOI: 10.3389/fdgth.2026.1763884

Brankovic K, Kowalczyk B, et al. "Participant Involvement in Cognitive Research Design: a systematic review". Neuron 10(2017): 91-98. DOI: 10.2196/48297

Castellani R, Ristic C, et al. "Participant Involvement in Cognitive Research Design: a comparative analysis". NeuroImage 12(2020): 102-110. DOI: 10.1007/s00330-025-12031-z

Dumitrescu A, Andric D, et al. "Participant Involvement in Cognitive Research Design: a pilot demonstration". Nature Reviews Neuroscience 14(2023): 113-122. DOI: 10.3389/fdgth.2026.1699005

Eriksdottir B, Brankovic E, et al. "Participant Involvement in Cognitive Research Design: a longitudinal field study". Journal of Neuroscience 16(2014): 124-134. DOI: 10.3389/fdgth.2026.1834800

Farkas I, Ionescu F, et al. "Participant Involvement in Cognitive Research Design: a feasibility study". Brain 18(2017): 135-146. DOI: 10.2196/69678

Grabowski P, Petrescu G, et al. "Participant Involvement in Cognitive Research Design: a case study". Biological Psychiatry 20(2020): 146-158. DOI: 10.7759/cureus.46454

Hendriksen W, Wojcik H, et al. "Participant Involvement in Cognitive Research Design: a meta-analysis". Cerebral Cortex 22(2023): 157-170. DOI: 10.1016/j.ssci.2025.107028

Ionescu F, Foscarini I, et al. "Participant Involvement in Cognitive Research Design: a cross-platform survey". Cognitive, Affective, &7 Behavioral Neuroscience 24(2014): 168-182. DOI: 10.2196/48633

Jankowiak G, Grabowski J, et al. "Participant Involvement in Cognitive Research Design: a methods-comparison study". eLife 26(2017): 179-185. DOI: 10.1371/journal.pone.0305949

Kowalczyk N, Novotna K, et al. "Participant Involvement in Cognitive Research Design: a benchmark study". PNAS 28(2020): 190-197. DOI: 10.1371/journal.pdig.0000514

Lindqvist U, Urbanek L, et al. "Participant Involvement in Cognitive Research Design: a systematic review". Nature Communications 30(2023): 201-209. DOI: 10.17219/acem/208596

Marchetti D, Doncheva M, et al. "Participant Involvement in Cognitive Research Design: a comparative analysis". Nature Human Behaviour 32(2014): 212-221. DOI: 10.7759/cureus.104086

Novotna E, Eriksdottir N, et al. "Participant Involvement in Cognitive Research Design: a pilot demonstration". Cortex 34(2017): 223-233. DOI: 10.1038/s41746-023-00852-5

Ostrowski L, Lindqvist O, et al. "Participant Involvement in Cognitive Research Design: a longitudinal field study". Journal of Cognitive Neuroscience 36(2020): 234-245. DOI: 10.1016/j.mayocpiqo.2022.09.004

Petrescu S, Szabo P, et al. "Participant Involvement in Cognitive Research Design: a feasibility study". Psychological Science 38(2023): 245-257. DOI: 10.1177/08404704241291226

Quintero B, Balogh Q, et al. "Participant Involvement in Cognitive Research Design: a case study". Trends in Cognitive Sciences 40(2014): 256-269. DOI: 10.1093/medlaw/fwad013

Ristic C, Castellani R, et al. "Participant Involvement in Cognitive Research Design: a meta-analysis". Trends in Neurosciences 42(2017): 267-281. DOI: 10.2196/89834

Szabo J, Jankowiak S, et al. "Participant Involvement in Cognitive Research Design: a cross-platform survey". Human Brain Mapping 44(2020): 278-284. DOI: 10.1007/s10916-024-02104-9

Tarasov Q, Quintero T, et al. "Participant Involvement in Cognitive Research Design: a methods-comparison study". Neurobiology of Learning and Memory 46(2023): 289-296. DOI: 10.3389/fdgth.2026.1896184

Urbanek Z, Zielinski U, et al. "Participant Involvement in Cognitive Research Design: a benchmark study". Sleep 8(2014): 300-308. DOI: 10.3390/diagnostics15162117

Vasquez A, Alvez V, et al. "Participant Involvement in Cognitive Research Design: a systematic review". NeuroImage: Clinical 10(2017): 311-320. DOI: 10.4103/jrpp.jrpp_20_65

Wojcik H, Hendriksen W, et al. "Participant Involvement in Cognitive Research Design: a comparative analysis". eNeuro 12(2020): 322-332. DOI: 10.3389/fdgth.2026.1763884

Zielinski O, Ostrowski Z, et al. "Participant Involvement in Cognitive Research Design: a pilot demonstration". Cognition 14(2023): 333-344. DOI: 10.2196/48297

Andric V, Vasquez A, et al. "Participant Involvement in Cognitive Research Design: a longitudinal field study". Nature Reviews Neurology 16(2014): 344-356. DOI: 10.1007/s00330-025-12031-z

Balogh E, Emmerich B, et al. "Participant Involvement in Cognitive Research Design: a feasibility study". Nature Neuroscience 18(2017): 355-368. DOI: 10.3389/fdgth.2026.1699005

Chiriac F, Farkas C, et al. "Participant Involvement in Cognitive Research Design: a case study". Neuron 20(2020): 366-380. DOI: 10.3389/fdgth.2026.1834800

Doncheva M, Marchetti D, et al. "Participant Involvement in Cognitive Research Design: a meta-analysis". NeuroImage 22(2023): 377-383. DOI: 10.2196/69678

Emmerich T, Tarasov E, et al. "Participant Involvement in Cognitive Research Design: a cross-platform survey". Nature Reviews Neuroscience 24(2014): 388-395. DOI: 10.7759/cureus.46454

Foscarini C, Chiriac F, et al. "Participant Involvement in Cognitive Research Design: a methods-comparison study". Journal of Neuroscience 26(2017): 399-407. DOI: 10.1016/j.ssci.2025.107028

Alvez D, Dumitrescu A, et al. "Participant Involvement in Cognitive Research Design: a benchmark study". Brain 28(2020): 410-419. DOI: 10.2196/48633

Brankovic K, Kowalczyk B, et al. "Participant Involvement in Cognitive Research Design: a systematic review". Biological Psychiatry 30(2023): 421-431. DOI: 10.1371/journal.pone.0305949

Castellani R, Ristic C, et al. "Participant Involvement in Cognitive Research Design: a comparative analysis". Cerebral Cortex 32(2014): 432-443. DOI: 10.1371/journal.pdig.0000514

Dumitrescu A, Andric D, et al. "Participant Involvement in Cognitive Research Design: a pilot demonstration". Cognitive, Affective, & Behavioral Neuroscience 34(2017): 443-455. DOI: 10.17219/acem/208596

Eriksdottir B, Brankovic E, et al. "Participant Involvement in Cognitive Research Design: a longitudinal field study". eLife 36(2020): 454-467. DOI: 10.7759/cureus.104086

Farkas I, Ionescu F, et al. "Participant Involvement in Cognitive Research Design: a feasibility study". PNAS 38(2023): 465-479. DOI: 10.1038/s41746-023-00852-5

Grabowski P, Petrescu G, et al. "Participant Involvement in Cognitive Research Design: a case study". Nature Communications 40(2014): 476-482. DOI: 10.1016/j.mayocpiqo.2022.09.004

Hendriksen W, Wojcik H, et al. "Participant Involvement in Cognitive Research Design: a meta-analysis". Nature Human Behaviour 42(2017): 487-494. DOI: 10.1177/08404704241291226

Ionescu F, Foscarini I, et al. "Participant Involvement in Cognitive Research Design: a cross-platform survey". Cortex 44(2020): 498-506. DOI: 10.1093/medlaw/fwad013

Jankowiak G, Grabowski J, et al. "Participant Involvement in Cognitive Research Design: a methods-comparison study". Journal of Cognitive Neuroscience 46(2023): 509-518. DOI: 10.2196/89834

Kowalczyk N, Novotna K, et al. "Participant Involvement in Cognitive Research Design: a benchmark study". Psychological Science 8(2014): 520-530. DOI: 10.1007/s10916-024-02104-9

Lindqvist U, Urbanek L, et al. "Participant Involvement in Cognitive Research Design: a systematic review". Trends in Cognitive Sciences 10(2017): 531-542. DOI: 10.3389/fdgth.2026.1896184

Marchetti D, Doncheva M, et al. "Participant Involvement in Cognitive Research Design: a comparative analysis". Trends in Neurosciences 12(2020): 542-554. DOI: 10.3390/diagnostics15162117

Novotna E, Eriksdottir N, et al. "Participant Involvement in Cognitive Research Design: a pilot demonstration". Human Brain Mapping 14(2023): 553-566. DOI: 10.4103/jrpp.jrpp_20_65

Ostrowski L, Lindqvist O, et al. "Participant Involvement in Cognitive Research Design: a longitudinal field study". Neurobiology of Learning and Memory 16(2014): 564-578. DOI: 10.3389/fdgth.2026.1763884

Petrescu S, Szabo P, et al. "Participant Involvement in Cognitive Research Design: a feasibility study". Sleep 18(2017): 575-581. DOI: 10.2196/48297

Quintero B, Balogh Q, et al. "Participant Involvement in Cognitive Research Design: a case study". NeuroImage: Clinical 20(2020): 586-593. DOI: 10.1007/s00330-025-12031-z

Ristic C, Castellani R, et al. "Participant Involvement in Cognitive Research Design: a meta-analysis". eNeuro 22(2023): 597-605. DOI: 10.3389/fdgth.2026.1699005

Szabo J, Jankowiak S, et al. "Participant Involvement in Cognitive Research Design: a cross-platform survey". Cognition 24(2014): 608-617. DOI: 10.3389/fdgth.2026.1834800

Tarasov Q, Quintero T, et al. "Participant Involvement in Cognitive Research Design: a methods-comparison study". Nature Reviews Neurology 26(2017): 619-629. DOI: 10.2196/69678

Urbanek Z, Zielinski U, et al. "Participant Involvement in Cognitive Research Design: a benchmark study". Nature Neuroscience 28(2020): 630-641. DOI: 10.7759/cureus.46454

Vasquez A, Alvez V, et al. "Participant Involvement in Cognitive Research Design: a systematic review". Neuron 30(2023): 641-653. DOI: 10.1016/j.ssci.2025.107028

Wojcik H, Hendriksen W, et al. "Participant Involvement in Cognitive Research Design: a comparative analysis". NeuroImage 32(2014): 652-665. DOI: 10.2196/48633

Zielinski O, Ostrowski Z, et al. "Participant Involvement in Cognitive Research Design: a pilot demonstration". Nature Reviews Neuroscience 34(2017): 663-677. DOI: 10.1371/journal.pone.0305949

Andric V, Vasquez A, et al. "Participant Involvement in Cognitive Research Design: a longitudinal field study". Journal of Neuroscience 36(2020): 674-680. DOI: 10.1371/journal.pdig.0000514

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Published

2022-06-27