The relationship between methods of scoring the alternate uses task and the neural correlates of divergent thinking: Evidence from voxel-based morphometry

Abdulla, 2020, Problem finding and creativity: a meta-analytic review, Psychol. Aesth., Creat. Arts, 10.1037/aca0000194 Abraham, 2016, Commentary: creativity and memory: effects of an episodic-specificity induction on divergent thinking, Front. Psychol., 7, 10.3389/fpsyg.2016.00824 Amabile, 1982, Social psychology of creativity: a consensual assessment technique, J. Pers. Soc. Psychol., 43, 357, 10.1037/0022-3514.43.5.997 Arkin, 2019, Gray matter correlates of creativity in musical improvisation, Front. Hum. Neurosci., 13, 10.3389/fnhum.2019.00169 Badre, 2007, Left ventrolateral prefrontal cortex and the cognitive control of memory, Neuropsychologia, 45, 2883, 10.1016/j.neuropsychologia.2007.06.015 Barbot, 2019, Creativity assessment: pitfalls, solutions, and standards, Psychol. Aesthet. Creat. Arts, 13, 131, 10.1037/aca0000251 Beaty, 2016, Creative cognition and brain network dynamics, Trends Cogn. Sci. (Regul. Ed.), 20, 87, 10.1016/j.tics.2015.10.004 Beaty, 2018, Robust prediction of individual creative ability from brain functional connectivity, Proc. Natl. Acad. Sci. USA, 115, 1087, 10.1073/pnas.1713532115 Beaty, 2012, Why do ideas get more creative across time? An executive interpretation of the serial order effect in divergent thinking tasks, Psychol. Aesthet. Creat. Arts, 6, 309, 10.1037/a0029171 Beaty, 2014, The roles of associative and executive processes in creative cognition, Memory Cognit., 42, 1186, 10.3758/s13421-014-0428-8 Beersma, 2005, Conflict's consequences: effects of social motives on post-negotiation creative and convergent group functioning and performance, J. Pers. Soc. Psychol., 89, 358, 10.1037/0022-3514.89.3.358 Bendetowicz, 2017, Brain morphometry predicts individual creative potential and the ability to combine remote ideas, Cortex, 86, 216, 10.1016/j.cortex.2016.10.021 Benedek, 2019, Creativity assessment in neuroscience research, Psychol. Aesthet. Creat. Arts, 13, 218, 10.1037/aca0000215 Benedek, 2012, Differential effects of cognitive inhibition and intelligence on creativity, Pers. Individ. Dif., 53, 480, 10.1016/j.paid.2012.04.014 Benedek, 2014, Intelligence, creativity, and cognitive control: the common and differential involvement of executive functions in intelligence and creativity, Intelligence, 46, 73, 10.1016/j.intell.2014.05.007 Benedek, 2013, Assessment of divergent thinking by means of the subjective top-scoring method: effects of the number of top-ideas and time-on-task on reliability and validity, Psychol. Aesthet. Creat. Arts, 7, 341, 10.1037/a0033644 Binder, 2011, The neurobiology of semantic memory, Trends Cogn. Sci. (Regul. Ed.), 15, 527, 10.1016/j.tics.2011.10.001 Binder, 2009, Where is the semantic system? A critical review and meta-analysis of 120 functional neuroimaging studies, Cereb. Cortex, 19, 2767, 10.1093/cercor/bhp055 Boccia, 2015, Where do bright ideas occur in our brain? Meta-analytic evidence from neuroimaging studies of domain-specific creativity, Front. Psychol., 6, 10.3389/fpsyg.2015.01195 Chen, 2014, Association of creative achievement with cognitive flexibility by a combined voxel-based morphometry and resting-state functional connectivity study, Neuroimage, 102, 474, 10.1016/j.neuroimage.2014.08.008 Christensen, 1957, Relations of creative responses to working time and instructions, J. Exp. Psychol., 53, 82, 10.1037/h0045461 Chrysikou, 2018, The costs and benefits of cognitive control for creativity, 299 Cotter, K.N., Ivcevic, Z., & Moeller, J. (2019, October). Intra-individual profiles of originality and fluency in divergent thinking responses. Invited poster presented at the International Conference on Creativity, Emotion, and the Arts. Santander, Spain: October 8-12. DeYoung, 2005, Sources of openness/intellect: cognitive and neuropsychological correlates of the fifth factor of personality, J. Pers., 73, 825, 10.1111/j.1467-6494.2005.00330.x DeYoung, 2007, Between facets and domains: ten aspects of the big five, J. Pers. Soc. Psychol., 93, 880, 10.1037/0022-3514.93.5.880 Diedrich, 2015, Are creative ideas novel and useful, Psychol. Aesthet. Creat. Arts, 9, 35, 10.1037/a0038688 Draganski, 2004, Changes in grey matter induced by training, Nature, 427, 311, 10.1038/427311a Fink, 2009, The creative brain: investigation of brain activity during creative problem solving by means of EEG and fMRI, Hum. Brain. Mapp., 30, 734, 10.1002/hbm.20538 Fink, 2014, Gray matter density in relation to different facets of verbal creativity, Brain Struct. Funct., 219, 10.1007/s00429-013-0564-0 Gabora, 2017, Honing theory: a complex systems framework for creativity, Nonlinear Dyn. Psychol. Life Sci., 21, 35 Gabora, 2018, The neural basis and evolution of divergent and convergent thought, 58 Gabora, 2019, 1794 Gansler, 2011, Cortical morphology of visual creativity, Neuropsychologia, 49, 2527, 10.1016/j.neuropsychologia.2011.05.001 Gibson, 2009, Enhanced divergent thinking and creativity in musicians: a behavioral and near-infrared spectroscopy study, Brain Cogn., 69, 162, 10.1016/j.bandc.2008.07.009 Gilhooly, 2007, Divergent thinking: Strategies and executive involvement in generating novel uses for familiar objects, Br. J. Psychol., 98, 611, 10.1111/j.2044-8295.2007.tb00467.x Gonen-Yaacovi, 2013, Rostral and caudal prefrontal contribution to creativity: a meta-analysis of functional imaging data, Front. Hum. Neurosci., 7, 10.3389/fnhum.2013.00465 Guilford, 1966, Measurement and creativity, Theory Pract., 5, 185, 10.1080/00405846609542023 Guilford, 1967 Guilford, 1960 Haier, 2005, The neuroanatomy of general intelligence: sex matters, Neuroimage, 25, 320, 10.1016/j.neuroimage.2004.11.019 Harrison, 2013, Working memory training may increase working memory capacity but not fluid intelligence, Psychol. Sci., 24, 2409, 10.1177/0956797613492984 He, 2018, Examining brain structures associated with emotional intelligence and the mediated effect on trait creativity in young adults, Front. Psychol., 9, 10.3389/fpsyg.2018.00925 Jauk, 2013, The relationship between intelligence and creativity: new support for the threshold hypothesis by means of empirical breakpoint detection, Intelligence, 41, 212, 10.1016/j.intell.2013.03.003 Jauk, 2014, The road to creative achievement: a latent variablemodel of ability and personality predictors, Eur. J. Pers., 28, 95, 10.1002/per.1941 Jauk, 2015, Gray matter correlates of creative potential: a latent variable voxel-based morphometry study, Neuroimage, 111, 312, 10.1016/j.neuroimage.2015.02.002 Jenkinson, 2012, FSL, Neuroimage, 62, 782, 10.1016/j.neuroimage.2011.09.015 John, 2008, Paradigm shift to the integrative Big Five trait taxonomy, 114 Johns, 2001, An analysis of early vs. later responses on adivergent production task across three time press conditions, J. Creat. Behav., 35, 65, 10.1002/j.2162-6057.2001.tb01222.x Jung, 2013, The structure of creative cognition in the human brain, Front. Hum. Neurosci., 7, 10.3389/fnhum.2013.00330 2019 Kaufman, 2010, Implicit learning as an ability, Cognition, 116, 321, 10.1016/j.cognition.2010.05.011 Kaufman, 2016, Openness to experience and intellect differentially predict creative achievement in the arts and sciences, J. Pers., 84, 248, 10.1111/jopy.12156 Kerr, 2004, Divergent and convergent idea generation in teams: a comparison of computer-mediated and face-to-face communication, Group Decis. Negot., 13, 381, 10.1023/B:GRUP.0000042960.38411.52 Kim, 2008, Meta-analyses of the relationship of creative achievement to both IQ and divergent thinking test scores, J. Creat. Behav., 42, 106, 10.1002/j.2162-6057.2008.tb01290.x Kuhn, 2009, Exploring the nature of divergent thinking: a multilevel analysis, Think. Skills Creat., 4, 116, 10.1016/j.tsc.2009.06.004 Li, 2019, Neuroanatomical correlates of creativity: evidence from voxel-based morphometry, Front. Psychol., 10 Li, 2015, Brain structure links trait creativity to openness to experience, Soc. Cogn. Affect. Neurosci., 10, 191, 10.1093/scan/nsu041 Madore, 2015, Creativity and memory: effects of an episodic-specificity induction on divergent thinking, Psychol. Sci., 26, 1461, 10.1177/0956797615591863 Martindale, 1999, Biological bases of creativity, 137 Mayr, 2002, On the dissociation between clustering and switching in verbal fluency: comment on Troyer, Moscovitch, Winocur, Alexander and Stuss, Neuropsychologia, 40, 562, 10.1016/S0028-3932(01)00132-4 Mednick, 1962, The associative basis of the creative process, Psychol. Rev., 69, 220, 10.1037/h0048850 Michael, 2016, Influence of group on individual subject maps in SPM voxel based morphometry, Front. Neurosci., 10, 10.3389/fnins.2016.00522 Miyake, 2000, The unity and diversity of executive functions and their contributions to complex “frontal lobe” tasks: a latent variable analysis, Cogn. Psychol., 41, 49, 10.1006/cogp.1999.0734 Oldfield, 1977, The assessment and analysis of handedness: The Edinburgh inventory, Neuropsychologia, 9, 97, 10.1016/0028-3932(71)90067-4 Park, J. (2007). A profile of the Canadian forces. Perspectives Statistics Canada — Catalogue no. 75-001-X, 17–30. Phillips, 1977, Levels of originality at earlier and later stages of creativity test tasks, J. Creat. Behav., 11, 147, 10.1002/j.2162-6057.1977.tb00602.x Plucker, 2010, Is the proof in the pudding? Reanalyses of Torrance's (1958 to present) longitudinal data, Creat. Res. J., 12, 103, 10.1207/s15326934crj1202_3 Plucker, 1999, Assessment of creativity, 48 Plucker, 1999, Psychometric approaches to the study of human creativity, 35 Plucker, 1998, The death of creativity measurement has been greatly exaggerated: current issues, recent advances, and future directions in creativity assessment, Roeper. Rev., 21, 36, 10.1080/02783199809553924 Reiter-Palmon, 2018, Creative cognition at the individual and team level: what happens before and after idea generation, 184 Reiter-Palmon, 2019, Scoring divergent thinking tests: a review and systematic framework, Psychol. Aesth., Creat. Arts, 13, 144, 10.1037/aca0000227 Runco, 1999, Divergent thinking, Vol. 1, 577 Runco, 2008, Commentary: divergent thinking is not synonymous with creativity, Psychol. Aesthet. Creat. Arts, 2, 93, 10.1037/1931-3896.2.2.93 Runco, 2010, Torrance tests of creative thinking as predictors of personal and public achievement: a fifty-year follow-up, Creat. Res. J., 22, 361, 10.1080/10400419.2010.523393 Shaw, 2006, Intellectual ability and cortical development in children and adolescents, Nature, 440, 676, 10.1038/nature04513 Shi, 2017, Different brain structures associated with artistic and scientific creativity: a voxel-based morphometry study, Sci. Rep., 7, 42911, 10.1038/srep42911 Shi, 2017, Sex differences in the association between gray matter volume and verbal creativity, Neuroreport, 28, 666, 10.1097/WNR.0000000000000820 Shipley, 2009, Shipley-2. Los Angeles, CA: western Psychological Services.Wechsler, D. A. (1997) Silvia, 2013, Verbal fluency and creativity: general and specific contribution of broad retrieval ability (Gr) factors to divergent thinking, Intelligence, 41, 328, 10.1016/j.intell.2013.05.004 Silvia, 2009, A snapshot of creativity: evaluating a quick and simple method for assessing divergent thinking, Think. Skills Creat., 4, 79, 10.1016/j.tsc.2009.06.005 Silvia, 2008, Assessing creativity with divergent thinking tasks: exploring the reliability and validity of new subjective scoring methods, Psychol. Aesthet. Creat. Arts, 2, 68, 10.1037/1931-3896.2.2.68 Simonton, 2012, Taking the U.S. Patent Office criteria seriously: a quantitative three-criterion creativity definition and its implications, Creat. Res. J., 24, 97, 10.1080/10400419.2012.676974 Snyder, 2004, The Creativity Quotient: an objective scoring of ideational fluency, Creat. Res. J., 16, 415, 10.1080/10400410409534552 Takeuchi, 2018, Structural studies of creativity measured by divergentdivergent thinking, 451 Takeuchi, 2017, Creative females have larger white matter structures: evidence from a large sample study, Hum. Brain Mapp., 38, 414, 10.1002/hbm.23369 Takeuchi, 2010, Regional gray matter volume of dopaminergic system associate with creativity: evidence from voxel-based morphometry, Neuroimage, 51, 578, 10.1016/j.neuroimage.2010.02.078 Thompson-Schill, 2003, Neuroimaging studies of semantic memory: inferring “how” from “where”, Neuropsychologia, 41, 280, 10.1016/S0028-3932(02)00161-6 Torrance, 1966 Torrance, 1974, Bensenville Tversky, 1973, Availability: a heuristic for judging frequency and probability, Cogn. Psychol., 5, 207, 10.1016/0010-0285(73)90033-9 Vartanian, 2020, The creative brain: a developmental snapshot Vartanian, 2018, One-way traffic: the inferior frontal gyrus controls brain activation in the middle temporal gyrus and inferior parietal lobule during divergent thinking, Neuropsychologia, 118, 68, 10.1016/j.neuropsychologia.2018.02.024 Vartanian, 2019, Measurement matters: the relationship between methods of scoring the alternate uses task and brain activation, Curr. Opin. Behav. Sci., 27, 109, 10.1016/j.cobeha.2018.10.012 Vartanian, 2016, 3D multiple object tracking boosts working memory span: implications for cognitive training in military populations, Milit. Psychol., 28, 353, 10.1037/mil0000125 Vartanian, 2007, Creative potential, attention, and speed of information processing, Pers. Individ. Dif., 43, 1470, 10.1016/j.paid.2007.04.027 Vartanian, 2009, Divergent thinking is related to faster relatedness judgments, Psychol. Aesthet. Creat. Arts, 3, 99, 10.1037/a0013106 Vartanian, 2018, Structural correlates of openness and intellect: implications for the contribution of personality to creativity, Hum. Brain Mapp., 39, 2987, 10.1002/hbm.24054 Volle, 2018, Associative and controlled cognition in divergent thinking: theoretical, experimental, neuroimaging evidence, and new directions, 333 Wallach, 1965 Wang, 2017, Neural correlates of serial order effect in verbal divergent thinking, Neuropsychologia, 99, 92, 10.1016/j.neuropsychologia.2017.03.001 Wu, 2015, A meta-analysis of neuroimaging studies on divergent thinking using activation likelihood estimation, Hum. Brain Mapp., 36, 2703, 10.1002/hbm.22801 Xia, 2017, Emotion-related brain structures associated with trait creativity in middle children, Neurosci. Lett., 658, 182, 10.1016/j.neulet.2017.08.008 Xurui, 2018, Mechanisms of creativity differences between art and non-art majors: a voxel-based morphometry study, Front. Psychol., 9, 10.3389/fpsyg.2018.02319 Yang, 2017, Only-child and non-only-child exhibit differences in creativity and agreeableness: evidence from behavioral and anatomical structural studies, Brain Imaging Behav., 11, 493, 10.1007/s11682-016-9530-9 Zabelina, 2018, Attention and creativity, 161 Zabelina, 2019, Unity and diversity of executive functions in creativity, Conscious Cogn., 68, 47, 10.1016/j.concog.2018.12.005 Zabelina, 2015, Creativity and sensory gating indexed by the P50: selective versus leaky sensory gating in divergent thinkers and creative achievers, Neuropsychologia, 69, 77, 10.1016/j.neuropsychologia.2015.01.034 Zabelina, 2016, Flexible or leaky attention in creative people? Distinct patterns of attention for different types of creative thinking, Mem. Cognit., 44, 488, 10.3758/s13421-015-0569-4 Zhu, 2016, Brain structure links everyday creativity to creative achievement, Brain Cogn., 103, 70, 10.1016/j.bandc.2015.09.008 Zhu, 2013, Relating inter-individual differences in verbal creative thinking to cerebral structures: an optimal voxel-based morphometry study, PLoS One, 8, e79272, 10.1371/journal.pone.0079272