Using virtual reality to induce multi-trial inattentional blindness despite trial-by-trial measures of awareness.
Ecological research
Inattentional blindness
Unconscious processing
Virtual reality
Journal
Behavior research methods
ISSN: 1554-3528
Titre abrégé: Behav Res Methods
Pays: United States
ID NLM: 101244316
Informations de publication
Date de publication:
09 Apr 2024
09 Apr 2024
Historique:
accepted:
12
03
2024
medline:
10
4
2024
pubmed:
10
4
2024
entrez:
9
4
2024
Statut:
aheadofprint
Résumé
Unconscious processing has been widely examined using diverse and well-controlled methodologies. However, the extent to which these findings are relevant to real-life instances of information processing without awareness is limited. Here, we present a novel inattentional blindness (IB) paradigm in virtual reality (VR). In three experiments, we managed to repeatedly induce IB while participants foveally viewed salient stimuli for prolonged durations. The effectiveness of this paradigm demonstrates the close relationship between top-down attention and subjective experience. Thus, this method provides an ecologically valid setup to examine processing without awareness.
Identifiants
pubmed: 38594442
doi: 10.3758/s13428-024-02401-8
pii: 10.3758/s13428-024-02401-8
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Informations de copyright
© 2024. The Author(s).
Références
Adobe Inc. (2019). Adobe Photoshop [Computer software]. https://www.adobe.com/products/photoshop.html
Andrade, C. (2018). Internal, External, and Ecological Validity in Research Design, Conduct, and Evaluation. Indian Journal of Psychological Medicine, 40(5), 498–499. https://doi.org/10.4103/IJPSYM.IJPSYM_334_18
doi: 10.4103/IJPSYM.IJPSYM_334_18
pubmed: 30275631
pmcid: 6149308
Aru, J., & Bachmann, T. (2013). Phenomenal awareness can emerge without attention. Frontiers in Human Neuroscience, 7. https://doi.org/10.3389/fnhum.2013.00891
Baars, B. J., & Franklin, S. (2003). How conscious experience and working memory interact. Trends in Cognitive Sciences, 7(4), 166–172. https://doi.org/10.1016/S1364-6613(03)00056-1
doi: 10.1016/S1364-6613(03)00056-1
pubmed: 12691765
Baddeley, A. (2003). Working memory: Looking back and looking forward. Nature Reviews Neuroscience, 4(10), 829–839. https://doi.org/10.1038/nrn1201
doi: 10.1038/nrn1201
pubmed: 14523382
Becklen, R., & Cervone, D. (1983). Selective looking and the noticing of unexpected events. Memory & Cognition, 11(6), 601–608. https://doi.org/10.3758/BF03198284
doi: 10.3758/BF03198284
Biderman, N., & Mudrik, L. (2018). Evidence for Implicit—But Not Unconscious—Processing of Object-Scene Relations. Psychological Science, 29(2), 266–277. https://doi.org/10.1177/0956797617735745
doi: 10.1177/0956797617735745
pubmed: 29283750
Bishop, S. J., Duncan, J., & Lawrence, A. D. (2004). State Anxiety Modulation of the Amygdala Response to Unattended Threat-Related Stimuli. The Journal of Neuroscience, 24(46), 10364–10368. https://doi.org/10.1523/JNEUROSCI.2550-04.2004
doi: 10.1523/JNEUROSCI.2550-04.2004
pubmed: 15548650
pmcid: 6730310
Bracht, G. H., & Glass, G. V. (1968). The External Validity of Experiments. American Educational Research Journal, 5(4), 437–474. https://doi.org/10.3102/00028312005004437
doi: 10.3102/00028312005004437
Bradley, M. M., Hamby, S., Löw, A., & Lang, P. J. (2007). Brain potentials in perception: Picture complexity and emotional arousal. Psychophysiology, 44(3), 364–373. https://doi.org/10.1111/j.1469-8986.2007.00520.x
doi: 10.1111/j.1469-8986.2007.00520.x
pubmed: 17433095
Breese, B. B. (1909). Binocular rivalry. Psychological Review, 16(6), 410. https://doi.org/10.1037/h0075805
doi: 10.1037/h0075805
Breitmeyer, B. G. (2015). Psychophysical “blinding” methods reveal a functional hierarchy of unconscious visual processing. Consciousness and Cognition, 35, 234–250. https://doi.org/10.1016/j.concog.2015.01.012
doi: 10.1016/j.concog.2015.01.012
pubmed: 25704454
Cakmakci, O., & Rolland, J. (2006). Head-Worn Displays: A Review. Journal of Display Technology, 2(3), 199–216. https://doi.org/10.1109/JDT.2006.879846
doi: 10.1109/JDT.2006.879846
Cartwright-Finch, U., & Lavie, N. (2007). The role of perceptual load in inattentional blindness. Cognition, 102(3), 321–340. https://doi.org/10.1016/j.cognition.2006.01.002
doi: 10.1016/j.cognition.2006.01.002
pubmed: 16480973
Cohen, M. A., Cavanagh, P., Chun, M. M., & Nakayama, K. (2012). The attentional requirements of consciousness. Trends in Cognitive Sciences, 16(8), 411–417. https://doi.org/10.1016/j.tics.2012.06.013
doi: 10.1016/j.tics.2012.06.013
pubmed: 22795561
Cohen, M. A., Dennett, D. C., & Kanwisher, N. (2016). What is the Bandwidth of Perceptual Experience? Trends in Cognitive Sciences, 20(5), 324–335. https://doi.org/10.1016/j.tics.2016.03.006
doi: 10.1016/j.tics.2016.03.006
pubmed: 27105668
pmcid: 4898652
Colden, A., Bruder, M., & Manstead, A. S. R. (2008). Human content in affect-inducing stimuli: A secondary analysis of the international affective picture system. Motivation and Emotion, 32(4), 260–269. https://doi.org/10.1007/s11031-008-9107-z
doi: 10.1007/s11031-008-9107-z
Crick, F., & Koch, C. (1990). Towards a neurobiological theory of consciousness. Seminars in the Neurosciences, 2, 263–275.
Cronbach, L. J., & Meehl, P. E. (1955). Construct validity in psychological tests. Psychological Bulletin, 52(4), 281–302. https://doi.org/10.1037/h0040957
doi: 10.1037/h0040957
pubmed: 13245896
Dorais, A., & Sagi, D. (1997). Contrast masking effects change with practice. Vision Research, 37(13), 1725–1733. https://doi.org/10.1016/S0042-6989(96)00329-X
doi: 10.1016/S0042-6989(96)00329-X
pubmed: 9274759
Dubois, J., & Faivre, N. (2014). Invisible, but how? The depth of unconscious processing as inferred from different suppression techniques. Frontiers in Psychology, 5, 1117. https://doi.org/10.3389/fpsyg.2014.01117
doi: 10.3389/fpsyg.2014.01117
pubmed: 25324817
pmcid: 4181232
Duh, H.B.-L., Lin, J. W., Kenyon, R. V., Parker, D. E., & Furness, T. A. (2001). Effects of field of view on balance in an immersive environment. Proceedings IEEE Virtual Reality, 2001, 235–240. https://doi.org/10.1109/VR.2001.913791
doi: 10.1109/VR.2001.913791
Faivre, N., & Koch, C. (2014). Inferring the direction of implied motion depends on visual awareness. Journal of Vision, 14(4), 4. https://doi.org/10.1167/14.4.4
doi: 10.1167/14.4.4
pubmed: 24706951
pmcid: 3977435
Groen, I. I. A., Ghebreab, S., Lamme, V. A. F., & Scholte, H. S. (2016). The time course of natural scene perception with reduced attention. Journal of Neurophysiology, 115(2), 931–946. https://doi.org/10.1152/jn.00896.2015
doi: 10.1152/jn.00896.2015
pubmed: 26609116
Hassin, R. R. (2013). Yes It Can: On the Functional Abilities of the Human Unconscious. Perspectives on Psychological Science, 8(2), 195–207. https://doi.org/10.1177/1745691612460684
doi: 10.1177/1745691612460684
pubmed: 26172502
Hepperle, D., & Wölfel, M. (2023). Similarities and Differences between Immersive Virtual Reality, Real World, and Computer Screens: A Systematic Scoping Review in Human Behavior Studies. Multimodal Technologies and Interaction, 7(6), 56. https://doi.org/10.3390/mti7060056
doi: 10.3390/mti7060056
Hirschhorn, R., Kahane, O., Gur-Arie, I., Faivre, N., & Mudrik, L. (2021). Windows of Integration Hypothesis Revisited. Frontiers in Human Neuroscience, 14. https://doi.org/10.3389/fnhum.2020.617187
Huckauf, A., & Nazir, T. A. (2007). How odgcrnwi becomes crowding: Stimulus-specific learning reduces crowding. Journal of Vision, 7(2), 18. https://doi.org/10.1167/7.2.18
doi: 10.1167/7.2.18
Hutchinson, B. T. (2019). Toward a theory of consciousness: A review of the neural correlates of inattentional blindness. Neuroscience and Biobehavioral Reviews, 104, 87–99. https://doi.org/10.1016/j.neubiorev.2019.06.003
doi: 10.1016/j.neubiorev.2019.06.003
pubmed: 31173773
Huxley, T. H. (1874). On the hypothesis that animals are automata, and its history. In University Publications of America (pp. 199–250).
Jakel, F., & Wichmann, F. A. (2006). Spatial four-alternative forced-choice method is the preferred psychophysical method for naive observers. Journal of Vision, 6(11), 13–13. https://doi.org/10.1167/6.11.13
doi: 10.1167/6.11.13
JASP Team. (2022). JASP (Version 0.16.3)[Computer software] [Computer software]. https://jasp-stats.org/
Kim, C. Y., & Blake, R. (2005). Psychophysical magic: Rendering the visible “invisible.” Trends in Cognitive Sciences, 9(8), 381–388. https://doi.org/10.1016/j.tics.2005.06.012
doi: 10.1016/j.tics.2005.06.012
pubmed: 16006172
Koivisto, M., Hyönä, J., & Revonsuo, A. (2004). The effects of eye movements, spatial attention, and stimulus features on inattentional blindness. Vision Research, 44(27), 3211–3221. https://doi.org/10.1016/j.visres.2004.07.026
doi: 10.1016/j.visres.2004.07.026
pubmed: 15482807
Lamme, V. A. F. (2006). Towards a true neural stance on consciousness. Trends in Cognitive Sciences, 10(11), 494–501. https://doi.org/10.1016/j.tics.2006.09.001
doi: 10.1016/j.tics.2006.09.001
pubmed: 16997611
Lang, P. J., Bradely, M. M., & Cuthbert, B. N. (2008). International affective picture system (IAPS): Affective ratings of pictures and instruction manual. University of Florida.
Langham, M., Hole, G., Edwards, J., & O’Neil, C. (2002). An analysis of “looked but failed to see” accidents involving parked police vehicles. Ergonomics, 45(3), 167–185. https://doi.org/10.1080/00140130110115363
doi: 10.1080/00140130110115363
pubmed: 11964202
Li, F. F., VanRullen, R., Koch, C., & Perona, P. (2002). Rapid natural scene categorization in the near absence of attention. Proceedings of the National Academy of Sciences of the United States of America, 99(14), 9596–9601. https://doi.org/10.1073/pnas.092277599
doi: 10.1073/pnas.092277599
pubmed: 12077298
pmcid: 123186
Lipp, O. V., & Derakshan, N. (2005). Attentional bias to pictures of fear-relevant animals in a dot probe task. Emotion, 5(3), 365–369. https://doi.org/10.1037/1528-3542.5.3.365
doi: 10.1037/1528-3542.5.3.365
pubmed: 16187873
Macdonald, J. S. P., & Lavie, N. (2008). Load Induced Blindness. Journal of Experimental Psychology: Human Perception and Performance, 34(5), 1078. https://doi.org/10.1037/0096-1523.34.5.1078
doi: 10.1037/0096-1523.34.5.1078
pubmed: 18823196
Mack, A., & Rock, I. (1998). Inattentional blindness (volume 3). In MIT Press/Bradford Books series in cognitive psychology. https://doi.org/10.1016/j.aorn.2010.03.011
doi: 10.1016/j.aorn.2010.03.011
Makowski, D., Ben-Shachar, M., & Lüdecke, D. (2019). bayestestR: Describing Effects and their Uncertainty, Existence and Significance within the Bayesian Framework. Journal of Open Source Software, 4(40), 1541. https://doi.org/10.21105/joss.01541
Marcel, A. J. (1983). Conscious and unconscious perception: Experiments on visual masking and word recognition. Cognitive Psychology, 15(2), 197–237. https://doi.org/10.1016/0010-0285(83)90009-9
doi: 10.1016/0010-0285(83)90009-9
pubmed: 6617135
Marchewka, A., Żurawski, Ł, Jednoróg, K., & Grabowska, A. (2014). The Nencki Affective Picture System (NAPS): Introduction to a novel, standardized, wide-range, high-quality, realistic picture database. Behavior Research Methods, 46(2), 596–610. https://doi.org/10.3758/s13428-013-0379-1
doi: 10.3758/s13428-013-0379-1
pubmed: 23996831
Most, S. B., Simons, D. J., Scholl, B. J., Jimenez, R., Clifford, E., & Chabris, C. F. (2001). How not to be seen: The contribution of similarity and selective ignoring to sustained inattentional blindness. Psychological Science, 12(1), 9–17. https://doi.org/10.1111/1467-9280.00303
doi: 10.1111/1467-9280.00303
pubmed: 11294235
Mudrik, L., & Deouell, L. Y. (2022). Neuroscientific Evidence for Processing Without Awareness. Annual Review of Neuroscience, 45(1), 403–423. https://doi.org/10.1146/annurev-neuro-110920-033151
doi: 10.1146/annurev-neuro-110920-033151
pubmed: 35803585
Mudrik, L., Faivre, N., & Koch, C. (2014). Information integration without awareness. Trends in Cognitive Sciences, 18(9), 488–496. https://doi.org/10.1016/j.tics.2014.04.009
doi: 10.1016/j.tics.2014.04.009
pubmed: 24933626
Murphy, G., & Greene, C. M. (2016). Perceptual Load Induces Inattentional Blindness in Drivers. Applied Cognitive Psychology, 30(3), 479–483. https://doi.org/10.1002/acp.3216
doi: 10.1002/acp.3216
Nartker, M., Firestone, C., Egeth, H., & Phillips, I. (2021). What we’ve been missing about what we’ve been missing: Above-chance sensitivity to inattentional blindness stimuli. Journal of Vision, 21(9), 2909. https://doi.org/10.1167/jov.21.9.2909
doi: 10.1167/jov.21.9.2909
Olofsson, J. K., Nordin, S., Sequeira, H., & Polich, J. (2008). Affective picture processing: An integrative review of ERP findings. Biological Psychology, 77(3), 247–265. https://doi.org/10.1016/j.biopsycho.2007.11.006
doi: 10.1016/j.biopsycho.2007.11.006
pubmed: 18164800
Palmisano, C., Kullmann, P., Hanafi, I., Verrecchia, M., Latoschik, M. E., Canessa, A., Fischbach, M., & Isaias, I. U. (2022). A Fully-Immersive Virtual Reality Setup to Study Gait Modulation. Frontiers in Human Neuroscience, 16, 783452. https://doi.org/10.3389/fnhum.2022.783452
doi: 10.3389/fnhum.2022.783452
pubmed: 35399359
pmcid: 8983870
Peirce, J., Gray, J. R., Simpson, S., MacAskill, M., Höchenberger, R., Sogo, H., Kastman, E., & Lindeløv, J. K. (2019). PsychoPy2: Experiments in behavior made easy. Behavior Research Methods, 51(1), 195–203. https://doi.org/10.3758/s13428-018-01193-y
doi: 10.3758/s13428-018-01193-y
pubmed: 30734206
pmcid: 6420413
Peremen, Z., & Lamy, D. (2014). Comparing unconscious processing during continuous flash suppression and meta-contrast masking just under the limen of consciousness. Frontiers in Psychology, 5. https://doi.org/10.3389/fpsyg.2014.00969
Pessoa, L. (2005). To what extent are emotional visual stimuli processed without attention and awareness? Current Opinion in Neurobiology, 15(2), 188–196. https://doi.org/10.1016/j.conb.2005.03.002
doi: 10.1016/j.conb.2005.03.002
pubmed: 15831401
Pessoa, L. (2008). On the relationship between emotion and cognition. Nature Reviews Neuroscience, 9(2), 148–158. https://doi.org/10.1038/nrn2317
doi: 10.1038/nrn2317
pubmed: 18209732
Phillips, W. A., & Baddeley, A. D. (1971). Reaction time and short-term visual memory. Psychonomic Science, 22(2), 73–74. https://doi.org/10.3758/BF03332500
doi: 10.3758/BF03332500
Pitts, M. A., Martínez, A., & Hillyard, S. A. (2012). Visual processing of contour patterns under conditions of inattentional blindness. Journal of Cognitive Neuroscience, 24(2), 287–303. https://doi.org/10.1162/jocn_a_00111
doi: 10.1162/jocn_a_00111
pubmed: 21812561
Posner, M. I., & Keele, S. W. (1967). Decay of Visual Information from a Single Letter. Science, 158(3797), 137–139. https://doi.org/10.1126/science.158.3797.137
doi: 10.1126/science.158.3797.137
pubmed: 6054814
Potchen, E. J. (2006). Measuring Observer Performance in Chest Radiology: Some Experiences. Journal of the American College of Radiology, 3(6), 423–432. https://doi.org/10.1016/j.jacr.2006.02.020
doi: 10.1016/j.jacr.2006.02.020
pubmed: 17412097
R Core Team. (2022). R: A language and environment for statistical computing [Computer software]. R Foundation for Statistical Computing. https://www.r-project.org/
Ramsøy, T. Z., & Overgaard, M. (2004). Introspection and subliminal perception. Phenomenology and the Cognitive Sciences, 3(1), 1–23. https://doi.org/10.1023/b:phen.0000041900.30172.e8
doi: 10.1023/b:phen.0000041900.30172.e8
Reddy, L., Reddy, L., & Koch, C. (2006). Face identification in the near-absence of focal attention. Vision Research, 46(15), 2336–2343. https://doi.org/10.1016/j.visres.2006.01.020
doi: 10.1016/j.visres.2006.01.020
pubmed: 16542699
Sackur, J., & Dehaene, S. (2009). The cognitive architecture for chaining of two mental operations. Cognition, 111(2), 187–211. https://doi.org/10.1016/j.cognition.2009.01.010
doi: 10.1016/j.cognition.2009.01.010
pubmed: 19306995
Sandberg, K., Timmermans, B., Overgaard, M., & Cleeremans, A. (2010). Measuring consciousness: Is one measure better than the other? Consciousness and Cognition, 19(4), 1069–1078. https://doi.org/10.1016/j.concog.2009.12.013
doi: 10.1016/j.concog.2009.12.013
pubmed: 20133167
Scarfe, P., & Glennerster, A. (2015). Using high-fidelity virtual reality to study perception in freely moving observers. Journal of Vision, 15(9), 3. https://doi.org/10.1167/15.9.3
doi: 10.1167/15.9.3
pubmed: 26161632
Schöne, B., Sylvester, R. S., Radtke, E. L., & Gruber, T. (2021). Sustained inattentional blindness in virtual reality and under conventional laboratory conditions. Virtual Reality, 25(1), 209–216. https://doi.org/10.1007/s10055-020-00450-w
doi: 10.1007/s10055-020-00450-w
Searle, J. R. (1992). The rediscovery of the mind. The MIT Press. https://psycnet.apa.org/record/1992-98304-000
Sebastiani, L., Castellani, E., & D’Alessandro, L. (2011). Emotion processing without awareness: Features detection or significance evaluation? International Journal of Psychophysiology, 80(2), 150–156. https://doi.org/10.1016/j.ijpsycho.2011.02.019
doi: 10.1016/j.ijpsycho.2011.02.019
pubmed: 21392544
Seth, A. K., Dienes, Z., Cleeremans, A., Overgaard, M., & Pessoa, L. (2008). Measuring consciousness: Relating behavioural and neurophysiological approaches. Trends in Cognitive Sciences, 12(8), 314–321. https://doi.org/10.1016/j.tics.2008.04.008
doi: 10.1016/j.tics.2008.04.008
pubmed: 18606562
pmcid: 2767381
Shamay-Tsoory, S. G., & Mendelsohn, A. (2019). Real-Life Neuroscience: An Ecological Approach to Brain and Behavior Research. Perspectives on Psychological Science, 14(5), 841–859. https://doi.org/10.1177/1745691619856350
doi: 10.1177/1745691619856350
pubmed: 31408614
Simons, D. J., & Chabris, C. F. (1999). Gorillas in our midst: Sustained inattentional blindness for dynamic events. Perception, 28(9), 1059–1074. https://doi.org/10.1068/p281059
doi: 10.1068/p281059
pubmed: 10694957
Simons, D. J., & Levin, D. T. (1997). Change blindness. Trends in Cognitive Sciences, 1(7), 261–267. https://doi.org/10.1016/S1364-6613(97)01080-2
doi: 10.1016/S1364-6613(97)01080-2
pubmed: 21223921
Simons, D. J., & Schlosser, M. D. (2017). Inattentional blindness for a gun during a simulated police vehicle stop. Cognitive Research: Principles and Implications, 2(1), 37. https://doi.org/10.1186/s41235-017-0074-3
doi: 10.1186/s41235-017-0074-3
pubmed: 28989954
Sklar, A. Y., Levy, N., Goldstein, A., Mandel, R., Maril, A., & Hassin, R. R. (2012). Reading and doing arithmetic nonconsciously. Proceedings of the National Academy of Sciences of the United States of America, 109(48), 19614–19619. https://doi.org/10.1073/pnas.1211645109
doi: 10.1073/pnas.1211645109
pubmed: 23150541
pmcid: 3511729
Smith, M. L. (2012). Rapid Processing of Emotional Expressions without Conscious Awareness. Cerebral Cortex, 22(8), 1748–1760. https://doi.org/10.1093/cercor/bhr250
doi: 10.1093/cercor/bhr250
pubmed: 21955918
Thakral, P. P. (2011). The neural substrates associated with inattentional blindness. Consciousness and Cognition, 20(4), 1768–1775. https://doi.org/10.1016/j.concog.2011.03.013
doi: 10.1016/j.concog.2011.03.013
pubmed: 21481608
Tsuchiya, N., Block, N., Koch, C.Top-down attention and consciousness: Comment on Cohen, et al. (2012). Trends in Cognitive Sciences, 16(11), 527. https://doi.org/10.1016/j.tics.2012.09.004
doi: 10.1016/j.tics.2012.09.004
pubmed: 23026022
Tsuchiya, N., & Koch, C. (2005). Continuous flash suppression reduces negative afterimages. Nature Neuroscience, 8(8), 1096–1101. https://doi.org/10.1038/nn1500
doi: 10.1038/nn1500
pubmed: 15995700
van Atteveldt, N. M., van Kesteren, M., Braams, B., & Krabbendam, L. (2018). Neuroimaging of learning and development: Improving ecological validity. Frontline Learning Research, 186–203. https://doi.org/10.14786/flr.v6i3.366
Van Rossum, G., & Drake, F. L. (2009). Python 3 Reference Manual. CreateSpace Independent Publishing Platform.
Wagenmakers, E.-J. (2007). A practical solution to the pervasive problems ofp values. Psychonomic Bulletin & Review, 14(5), 779–804. https://doi.org/10.3758/BF03194105
doi: 10.3758/BF03194105
Wang, R., Fu, Y., Chen, L., Chen, Y., Zhou, J., & Chen, H. (2021). Consciousness can overflow report: Novel evidence from attribute amnesia of a single stimulus. Consciousness and Cognition, 87, 103052. https://doi.org/10.1016/j.concog.2020.103052
doi: 10.1016/j.concog.2020.103052
pubmed: 33248425
Ward, E. J., & Scholl, B. J. (2015). Inattentional blindness reflects limitations on perception, not memory: Evidence from repeated failures of awareness. Psychonomic Bulletin & Review, 22(3), 722–727. https://doi.org/10.3758/s13423-014-0745-8
doi: 10.3758/s13423-014-0745-8
White, C. B., & Caird, J. K. (2010). The blind date: The effects of change blindness, passenger conversation and gender on looked-but-failed-to-see (LBFTS) errors. Accident Analysis & Prevention, 42(6), 1822–1830. https://doi.org/10.1016/j.aap.2010.05.003
doi: 10.1016/j.aap.2010.05.003
Wiemer, J., Gerdes, A. B. M., & Pauli, P. (2013). The effects of an unexpected spider stimulus on skin conductance responses and eye movements: An inattentional blindness study. Psychological Research, 77(2), 155–166. https://doi.org/10.1007/s00426-011-0407-7
doi: 10.1007/s00426-011-0407-7
pubmed: 22227916
Wilson, C. J., & Soranzo, A. (2015). The Use of Virtual Reality in Psychology: A Case Study in Visual Perception. Computational and Mathematical Methods in Medicine, 2015, 1–7. https://doi.org/10.1155/2015/151702
doi: 10.1155/2015/151702
Wolfe, J. M. (1999). Inattentional amnesia. Fleeting Memories: Cognition of Brief Visual Stimuli., 17(5), 1–21.