Getting a grip on insight: real-time and embodied Aha experiences predict correct solutions

References

• Aziz-Zadeh, L., Kaplan, J. T., & Iacoboni, M. (2009). “Aha!”: The neural correlates of verbal insight solutions. Human Brain Mapping, 30(3), 908–916. https://doi.org/10.1002/hbm.20554
   PubMed Web of Science ®Google Scholar
• Bates, D. M., Machler, M., Bolker, B. M., & Walker, S. (2015). Fitting linear mixed-effects models using lme4. Journal of Statistical Software, 67(1), 1–48. https://doi.org/10.18637/jss.v067.i01
   Web of Science ®Google Scholar
• Beatty, J. (1982). Task-evoked pupillary responses, processing load, and the structure of processing resources. Psychological Bulletin, 91(2), 276–292. https://doi.org/10.1037/0033-2909.91.2.276
   PubMed Web of Science ®Google Scholar
• Bialić, M., Graf, M., Vaci, N., & Danek, A. H. (2019). When the solution is on the doorstep: Better solving performance, but diminished Aha! experience for chess experts on the mutilated checkerboard problem. Cognitive Science, 43(8), e12771. https://doi.org/10.1111/cogs.12771
   PubMed Web of Science ®Google Scholar
• Bowden, E. M. (1997). The effect of reportable and unreportable hints on anagram solution and the Aha! experience. Consciousness and Cognition, 6(4), 545–573. https://doi.org/10.1006/ccog.1997.0325
   PubMed Web of Science ®Google Scholar
• Bowden, E. M., & Jung-Beeman, M. (2003). Normative data for 144 compound remote associate problems. Behavior Research Methods, Instruments, & Computers, 35, 634–639. https://doi.org/10.3758/BF03195543
   PubMedGoogle Scholar
• Bowden, E. M., & Jung-Beeman, M. (2007). Methods for investigating the neural components of insight. Methods, 42(1), 87–99. https://doi.org/10.1016/j.ymeth.2006.11.007
   PubMed Web of Science ®Google Scholar
• Bowden, E. M., Jung-Beeman, M., Fleck, J., & Kounios, J. (2005). New approaches to demystifying insight. Trends in Cognitive Sciences, 9(7), 322-328. https://doi.org/10.1016/j.tics.2005.05.012
   PubMed Web of Science ®Google Scholar
• Brown, C., Brandimonte, M. A., Wickham, L. H., Bosco, A., & Schooler, J. W. (2014). When do words hurt? A multiprocess view of the effects of verbalization on visual memory. Journal of Experimental Psychology: Learning, Memory, and Cognition, 40(5), 1244–1256. https://doi.org/10.1037/a0037222
   PubMed Web of Science ®Google Scholar
• Brown, K. W., & Ryan, R. M. (2003). The benefits of being present: Mindfulness and its role in psychological well-being. Journal of Personality and Social Psychology, 84(4), 822–848. https://doi.org/10.1037/0022-3514.84.4.822
   PubMed Web of Science ®Google Scholar
• Chein, J., Weisberg, R., Streeter, N., & Kwok, S. (2010). Working memory and insight in the nine-dot problem. Memory & Cognition, 38(7), 883–892. https://doi.org/10.3758/MC.38.7.883
   PubMed Web of Science ®Google Scholar
• Chu, Y., & MacGregor, J. N. (2011). Human performance on insight problem solving: A review. The Journal of Problem Solving, 3(2), 119–150. https://doi.org/10.7771/1932-6246.1094
   Google Scholar
• Creswell, K. G., Sayette, M. A., Schooler, J. W., Wright, A. G. G., & Pacilio, L. E. (2016). Visceral states call for visceral measures: Verbal overshadowing of hunger ratings across assessment modalities. Assessment, 25(2), 173–182. https://doi.org/10.1177%2F1073191116645910 doi:10.1177/1073191116645910
   PubMed Web of Science ®Google Scholar
• Creswell, K. G., Sayette, M. A., Skrzynski, C. J., Wright, A. G., Schooler, J. W., & Sehic, E. (2019). Assessing cigarette craving with a squeeze. Clinical Psychological Science, 7(3), 597–611. https://doi.org/10.1177/2167702618815464
   Web of Science ®Google Scholar
• Cushen, P. J., & Wiley, J. (2012). Cues to solution, restructuring patterns, and reports of insight in creative problem solving. Consciousness and Cognition, 21(3), 1166–1175. https://doi.org/10.1016/j.concog.2012.03.013
   PubMed Web of Science ®Google Scholar
• Damasio, A. R. (1996). The somatic marker hypothesis and the possible functions of the prefrontal cortex. Philosophical Transactions of the Royal Society of London. Series B: Biological Sciences, 351(1346), 1413–1420. https://doi.org/10.1098/rstb.1996.0125
   PubMed Web of Science ®Google Scholar
• Danek, A. H. (2018). Magic tricks, sudden restructuring, and the Aha! experience: A new model of nonmonotonic problem solving. In F. Vallee-Tourangeau (Ed.), Insight: On the origins of new ideas (1st ed., pp. 51–78). Routledge. https://doi.org/10.4324/9781315268118
   Google Scholar
• Danek, A. H., & Flanagin, V. L. (2019). Cognitive conflict and restructuring: The neural basis of two core components of insight. AIMS Neuroscience, 6(2), 60–84. https://doi.org/10.3934/Neuroscience.2019.2.60
   PubMed Web of Science ®Google Scholar
• Danek, A. H., Fraps, T., von Müller, A., Grothe, B., & Öllinger, M. (2014a). It’s a kind of magic—what self-reports can reveal about the phenomenology of insight problem solving. Frontiers in Psychology, 5, 1408–1408. https://doi.org/10.3389/fpsyg.2014.01408
   PubMed Web of Science ®Google Scholar
• Danek, A. H., Fraps, T., von Müller, A., Grothe, B., & Öllinger, M. (2014b). Working wonders? Investigating insight with magic tricks. Cognition, 130(2), 174–185. https://doi.org/10.1016/j.cognition.2013.11.003
   PubMed Web of Science ®Google Scholar
• Danek, A. H., & Salvi, C. (2020). Moment of truth: Why Aha experiences are correct. Journal of Creative Behavior, 54(2), 484–486. https://doi.org/10.1002/jocb.380
   Web of Science ®Google Scholar
• Danek, A. H., & Wiley, J. (2017). What about false insights? Deconstructing the Aha! experience along its multiple dimensions for correct and incorrect solutions separately. Frontiers in Psychology, 7, 2077. https://doi.org/10.3389/fpsyg.2016.02077
   PubMed Web of Science ®Google Scholar
• Danek, A. H., Williams, J., & Wiley, J. (2020). Closing the gap: Connecting sudden representational change to the subjective Aha! experience in insightful problem solving. Psychological Research, 84(1), 111–119. https://doi.org/10.1007/s00426-018-0977-8
   PubMed Web of Science ®Google Scholar
• Ding, K., Chen, Q., Yang, W., Wang, X., Yang, D., Ding, C., & Qiu, J. (2021). Recognizing ideas generated in a creative thinking task: Effect of the subjective novelty. Current Psychology, 1–13. https://doi.org/10.1007/s12144-020-01342-7
   Web of Science ®Google Scholar
• Ericsson, K. A., & Charness, N. (1994). Expert performance: Its structure and acquisition. American Psychologist, 49(8), 725–747. https://doi.org/10.1037/0003-066X.49.8.725
   Web of Science ®Google Scholar
• Goldstein, A., Revivo, K., Kreitler, M., & Metuki, N. (2010). Unilateral muscle contractions enhance creative thinking. Psychonomic Bulletin & Review, 17(6), 895–899. https://doi.org/10.3758/PBR.17.6.895
   PubMed Web of Science ®Google Scholar
• Hedne, M. R., Norman, E., & Metcalfe, J. (2016). Intuitive feelings of warmth and confidence in insight and noninsight problem solving of magic tricks. Frontiers in Psychology, 7, 1314. https://doi.org/10.3389/fpsyg.2016.01314
   PubMed Web of Science ®Google Scholar
• Jung-Beeman, M., Bowden, E. M., Haberman, J., Frymiare, J. L., Arambel-Liu, S., Greenblatt, R., Reber, P. J., & Kounios, J. (2004). Neural activity when people solve verbal problems with insight. PLoS Biology, 2(4), e97. https://doi.org/10.1371/journal.pbio.0020097
   PubMed Web of Science ®Google Scholar
• Kizilirmak, J., Galvao Gomes da Silva, J., Imamoglu, F., & Richardson-Klavehn, A. (2016). Generation and the subjective feeling of “Aha!” are independently related to learning from insight. An International Journal of Perception, Attention, Memory, and Action, 80(6), 1059–1074. https://doi.org/10.1007/s00426-015-0697-2
   Web of Science ®Google Scholar
• Kizilirmak, J. M., Serger, V., Kehl, J., Öllinger, M., Folta-Schoofs, K., & Richardson-Klavehn, A. (2018). Feelings-of-warmth increase more abruptly for verbal riddles solved with in contrast to without Aha! experience. Frontiers in Psychology, 9, 1404. https://doi.org/10.3389/fpsyg.2018.01404
   PubMed Web of Science ®Google Scholar
• Köhler, W. (1921). Intelligenzprüfungen am menschenaffen. Springer. https://doi.org/10.1007/978-3-642-47574-0
   Google Scholar
• Kounios, J., & Beeman, M. (2014). The cognitive neuroscience of insight. Annual Review of Psychology, 65(1), 71–93. https://doi.org/10.1146/annurev-psych-010213-115154
   PubMed Web of Science ®Google Scholar
• Kounios, J., Fleck, J. I., Green, D. L., Payne, L., Stevenson, J. L., Bowden, E. M., & Jung-Beeman, M. (2008). The origins of insight in resting-state brain activity. Neuropsychologia, 46(1), 281–291. https://doi.org/10.1016/j.neuropsychologia.2007.07.013
   PubMed Web of Science ®Google Scholar
• Kounios, J., Frymiare, J. L., Bowden, E. M., Fleck, J. I., Subramaniam, K., Parrish, T. B., & Jung-Beeman, M. (2006). The prepared mind: Neural activity prior to problem presentation predicts subsequent solution by sudden insight. Psychological Science, 17(10), 882–890. https://doi.org/10.1111/j.1467-9280.2006.01798.x
   PubMed Web of Science ®Google Scholar
• Laukkonen, R., Kaveladze, B., Tangen, J. M., & Schooler, J. (2020). The dark side of Eureka: Artificially induced Aha moments make facts feel true. Cognition, 196, 104122–104122. https://doi.org/10.1016/j.cognition.2019.104122
   PubMed Web of Science ®Google Scholar
• Laukkonen, R., & Tangen, J. (2017). Can observing a Necker cube make you more insightful? Consciousness and Cognition, 48, 198–211. https://doi.org/10.1016/j.concog.2016.11.011
   PubMed Web of Science ®Google Scholar
• Laukkonen, R. E., & Tangen, J. M. (2018). How to detect insight moments in problem solving experiments. Frontiers in Psychology, 9, 282. https://doi.org/10.3389/fpsyg.2018.00282
   PubMed Web of Science ®Google Scholar
• Laukkonen, R. E., Webb, M. E., Salvi, C., Tangen, J. M., & Schooler, J. (2018). Eureka heuristics: How feelings of insight signal the quality of a new idea. PsyArXiv. doi:10.31234/osf.io/ez3tn.
   Google Scholar
• Lieberman, M. D., Eisenberger, N. I., Crockett, M. J., Tom, S. M., Pfeifer, J. H., & Way, B. M. (2007). Putting feelings into words: Affect labeling disrupts amygdala activity to affective stimuli. Psychological Science, 18(5), 421–428. https://doi.org/10.1111/j.1467-9280.2007.01916.x
   PubMed Web of Science ®Google Scholar
• Luo, J., Niki, K., & Phillips, S. (2004). Neural correlates of the ‘Aha! reaction’. Neuroreport, 15(13), 2013–2017. https://doi.org/10.1097/00001756-200409150-00004
   PubMed Web of Science ®Google Scholar
• Metcalfe, J. (1986). Premonitions of insight predict impending error. Journal of Experimental Psychology: Learning, Memory, and Cognition, 12(4), 623–634. https://doi.org/10.1037/0278-7393.12.4.623
   Web of Science ®Google Scholar
• Metcalfe, J., & Wiebe, D. (1987). Intuition in insight and noninsight problem solving. Memory & Cognition, 15(3), 238–246. https://doi.org/10.3758/BF03197722
   PubMed Web of Science ®Google Scholar
• Ohlsson, S. (1984). Restructuring revisited. Scandinavian Journal of Psychology, 25(1), 65–78. https://doi.org/10.1111/j.1467-9450.1984.tb01001.x
   Web of Science ®Google Scholar
• Ohlsson, S. (1992). Information-processing explanations of insight and related phenomena. Advances in the Psychology of Thinking, 1, 1-44.
   Google Scholar
• Ohlsson, S. (2011). Deep learning: How the mind overrides experience. Cambridge University Press. https://doi.org/10.1017/CBO9780511780295
   Google Scholar
• Öllinger, M., & Knoblich, G. (2009). Psychological research on insight problem solving. In H. Atmanscpacher and H. Primas (Eds.), Recasting reality: Wolgang Pauli’s philosophical ideas and contemporary science (pp. 275–300). Springer. https://doi.org/10.1007/978-3-540-85198-1
   Google Scholar
• Pétervári, J., & Danek, A. H. (2020). Problem solving of magic tricks: Guiding to and through an impasse with solution cues. Thinking & Reasoning, 26(4), 502–533. https://doi.org/10.1080/13546783.2019.1668479
   Web of Science ®Google Scholar
• Salvi, C., Beeman, M., Bikson, M., McKinley, R., & Grafman, J. (2020a). TDCS to the right anterior temporal lobe facilitates insight problem-solving. Scientific Reports, 10(1), 946. https://doi.org/10.1038/s41598-020-57724-1
   PubMed Web of Science ®Google Scholar
• Salvi, C., Simoncini, C., Grafman, J., & Beeman, M. (2020b). Oculometric signature of switch into awareness? Pupil size predicts sudden insight whereas microsaccades problem-solving via analysis. NeuroImage, 217, 116933. https://doi.org/10.1016/j.neuroimage.2020.116933
   PubMed Web of Science ®Google Scholar
• Salvi, C., & Bowden, E. M. (2016). Looking for creativity: Where do we look when we look for new ideas? Frontiers in Psychology, 7, 161. https://doi.org/10.3389/fpsyg.2016.00161
   PubMed Web of Science ®Google Scholar
• Salvi, C., Bricolo, E., Franconeri, S. L., Kounios, J., & Beeman, M. (2015). Sudden insight is associated with shutting out visual inputs. Psychonomic Bulletin & Review, 22(6), 1814–1819. https://doi.org/10.3758/s13423-015-0845-0
   PubMed Web of Science ®Google Scholar
• Salvi, C., Bricolo, E., Kounios, J., Bowden, E., & Beeman, M. (2016). Insight solutions are correct more often than analytic solutions. Thinking & Reasoning, 22(4), 443–460. https://doi.org/10.1080/13546783.2016.1141798
   PubMed Web of Science ®Google Scholar
• Schooler, J. W., & Engstler-Schooler, T. Y. (1990). Verbal over-shadowing of visual memories: Some things are better left unsaid. Cognitive Psychology, 22(1), 36–71. https://doi.org/10.1016/0010-0285(90)90003-M
   PubMed Web of Science ®Google Scholar
• Schooler, J. W., & Melcher, J. (2009). The ineffability of insight. In S. Smith, T. Ward, & R. Finke (Eds.), The creative cognition approach (pp. 97–133). MIT Press. https://doi.org/10.7551/mitpress/2205.001.0001
   Google Scholar
• Schooler, J. W., Ohlsson, S., & Brooks, K. (1993). Thoughts beyond words: When language overshadows insight. Journal of Experimental Psychology: General, 122(2), 166–183. https://doi.org/10.1037/0096-3445.122.2.166
   Web of Science ®Google Scholar
• Schwarz, N. (2012). Feelings-as-information theory. In P. A. M. Van Lange, A. W. Kruglanski, & E. T. Higgins (Eds.), Handbook of theories of social psychology (pp. 260–308). https://doi.org/10.4135/9781446249215
   Google Scholar
• Shen, W., Tong, Y., Yuan, Y., Zhan, H., Liu, C., Luo, J., & Cai, H. (2018). Feeling the insight: Uncovering somatic markers of the “aha” experience. Applied Psychophysiology and Biofeedback, 43(1), 13–21. https://doi.org/10.1007/s10484-017-9381-1
   PubMed Web of Science ®Google Scholar
• Slovic, P., Finucane, M. L., Peters, E., & Macgregor, D. G. (2007). The affect heuristic. European Journal of Operational Research, 177(3), 1333–1352. https://doi.org/10.1016/j.ejor.2005.04.006
   Web of Science ®Google Scholar
• Sternberg, R. J., & Davidson, J. E. (1994). The nature of insight. The MIT Press. https://doi.org/10.7551/mitpress/4879.001.0001
   Google Scholar
• Threadgold, E., Marsh, J. E., & Ball, L. J. (2018). Normative data for 84 UK English rebus puzzles. Frontiers in Psychology, 9, 2513. https://doi.org/10.3389/fpsyg.2018.02513
   PubMed Web of Science ®Google Scholar
• Webb, M. E., & Gilhooly, K. (2018). Working memory in insight problem solving. In F. Vallee-Tourangeau (Ed.), Insight: On the origin of new ideas (1st ed., pp. 105–119). Routledge. https://doi.org/10.4324/9781315268118
   Google Scholar
• Webb, M. E., Laukkonen, R. E., Cropper, S. J., & Little, D. R. (2019). Commentary: Moment of (perceived) truth: Exploring accuracy of aha! experiences. The Journal of Creative Behavior, 1–5. https://doi.org/10.1002/jocb.433
   Web of Science ®Google Scholar
• Webb, M. E., Little, D. R., & Cropper, S. J. (2016). Insight is not in the problem: Investigating insight in problem solving across task types. Frontiers in Psychology, 7(1424), 1424. https://doi.org/10.3389/fpsyg.2016.01424
   PubMed Web of Science ®Google Scholar
• Webb, M. E., Little, D. R., & Cropper, S. J. (2018). Once more with feeling: Normative data for the aha experience in insight and noninsight problems. Behavior Research Methods, 50(5), 2035–2056. https://doi.org/10.3758/s13428-017-0972-9
   PubMed Web of Science ®Google Scholar
• Weisberg, R. W. (1992). Metacognition and insight during problem solving: Comment on Metcalfe. Journal of Experimental Psychology: Learning, Memory and Cognition, 18(2), 426–431. https://doi.org/10.1037/0278-7393.18.2.426
   Web of Science ®Google Scholar