Why do ideas get more creative across time? An executive interpretation of the serial order effect in divergent thinking tasks

Psychology of Aesthetics, Creativity, and the Arts

Volumn 6, Issue 4, 2012, Pages 309-319

  Beaty, Roger E ^a   Silvia, Paul J ^a  

^a UNIVERSITY OF NORTH CAROLINA AT GREENSBORO   (United States)

Author keywords

Creativity; Divergent thinking; Executive processes; Intelligence; Multilevel modeling

Indexed keywords

EID: 84873940413     PISSN: 19313896     EISSN: 1931390X     Source Type: Journal    
DOI: 10.1037/a0029171     Document Type: Article

References (84)

1. Anderson, J. R. (1983a). A spreading activation theory of memory. Journal of Verbal Learning and Verbal Behavior, 22, 261-295. doi:10.1016/S0022-5371(83)90201-3
2. Anderson, J. R. (1983b). Retrieval of information from long-term memory. Science, 220, 25-30. doi:10.1126/science.6828877
3. Benedek, M., Bergner, S., Könen, T., Fink, A., & Neubauer, A. C. (2011). EEG alpha synchronization is related to top-down processing in convergent and divergent thinking. Neuropsychologia., 49, 3505-3511.
4. Benedek, M., Könen, T., & Neubauer, A. (in press). Associative abilities underlying creativity. Psychology of Aesthetics, Creativity, and the Arts.
5. Berlyne, D. E. (1965). Structure and direction in thinking. New York: Wiley.
6. Bousfield, W. A., & Barclay, W. D. (1950). The relationship between order and frequency of occurrence of restricted associated responses. Journal of Experimental Psychology, 40, 643-647. doi:10.1037/h0059019
7. Bousfield, W. A., & Sedgewick, C. H. (1944). An analysis of sequences of restricted associative responses. Journal of General Psychology, 30, 149-165.
8. Bunting, M. F., Conway, A. A., & Heitz, R. P. (2004). Individual differences in the fan effect and working memory capacity. Journal of Memory and Language, 51, 604-622. doi:10.1016/j.jml.2004.07.007
9. Burgess, G. C., Gray, J. R., Conway, A. A., & Braver, T. S. (2011). Neural mechanisms of interference control underlie the relationship between fluid intelligence and working memory span. Journal of Experimental Psychology: General, 140, 674-692. doi:10.1037/a0024695
10. Cantor, J., & Engle, R. W. (1993). Working-memory capacity as long-term memory activation: An individual-differences approach. Journal of Experimental Psychology: Learning, Memory, and Cognition, 19, 1101-1114. doi:10.1037/0278-7393.19.5.1101
11. Carroll, J. B. (1993). Human cognitive abilities: A survey of factor-analytic studies. New York: Cambridge University Press. doi:10.1017/CBO9780511571312
12. Cattell, R. B., & Cattell, A. K. S. (1961/2008). Measuring intelligence with the Culture Fair Tests. Oxford, UK: Hogrefe.
13. Christensen, P. R., Guilford, J. P., & Wilson, R. C. (1957). Relations of creative responses to working time and instructions. Journal of Experimental Psychology, 53, 82-88. doi:10.1037/h0045461
14. Cohen, J. (1983). The cost of dichotomization. Applied Psychological Measurement, 7, 249-253. doi:10.1177/014662168300700301
15. Conway, A. R. A., Kane, M. J., & Engle, R. W. (2003). Working memory capacity and its relation to general intelligence. Trends in Cognitive Sciences, 7, 547-552. doi:10.1016/j.tics.2003.10.005
16. Costa, P. T., Jr., & McCrae, R. R. (1992). Revised NEO Personality Inventory (NEO-PI-R) and NEO Five-Factor Inventory (NEO-FFI) professional manual. Odessa, FL: Psychological Assessment Resources.
17. De Dreu, C. K. W., Nijstad, B. A., Bass, M., Wolsink, I., & Roskes, M. (2012). Working memory benefits creative insight, musical improvisation, and original ideation through maintained task-focused attention. Personality and Social Psychology Bulletin, 38, 656-669.
18. Ekstrom, R. B., French, J. W., Harman, H. H., & Dermen, D. (1976). Manual for Kit of Factor-Referenced Cognitive Tests. Princeton, NJ: Educational Testing Service.
19. Empirisoft. (2010). MediaLab (Version 2010) [Computer software]. New York: Author.
20. Enders, C. K., & Tofighi, D. (2007). Centering predictor variables in cross-sectional multilevel models: A new look at an old issue. Psychological Methods, 12, 121-138. doi:10.1037/1082-989X.12.2.121
21. Enders, C. K. (2010). Applied missing data analysis. New York
22. Guilford. Ericsson, K. A., & Simon, H. A. (1980). Verbal reports as data. Psychological Review, 87, 215-251. doi:10.1037/0033-295X.87.3.215
23. Feist, G. J. (1998). A meta-analysis of personality in scientific and artistic creativity. Personality and Social Psychology Review, 2, 290-309. doi: 10.1207/s15327957pspr0204_5
24. Fink, A., Grabner, R. H., Benedek, M., Reishofer, G., Hauswirth, V., Fally, M., Neubauer, A. C. (2009). The creative brain: Investigation of brain activity during creative problem solving by means of EEG and fMRI. Human Brain Mapping, 30, 734-748. doi:10.1002/hbm.20538
25. Finke, R. A., Ward, T. B., & Smith, S. M. (1992). Creative cognition: Theory, research, and applications. Cambridge, MA: MIT Press.
26. Friedman, N. P., & Miyake, A. (2004). The relations among inhibition and interference control processes: A latent variable analysis. Journal of Experimental Psychology: General, 133, 101-135. doi:10.1037/0096-3445.133.1.101
27. Gabora, L. (2005). Creative thought as a non-Darwinian evolutionary process. Journal of Creative Behavior, 39, 262-283. doi:10.1002/j.2162-6057.2005.tb01261.x
28. Gabora, L. (2010). Revenge of the "neurds": Characterizing creative thought in terms of the structure and dynamics of memory. Creativity Research Journal, 22, 1-13. doi:10.1080/10400410903579494
29. Gilhooly, K. J., Fioratou, E., Anthony, S. H., & Wynn, V. (2007). Divergent thinking: Strategies and executive involvement in generating novel uses for familiar objects. British Journal of Psychology, 98, 611-625. doi:10.1111/j.2044-8295.2007.tb00467.x
30. Gupta, N., Jang, Y., Mednick, S. C., & Huber, D. E. (2012). The road not taken: Creative solutions require avoidance of high-frequency responses. Psychological Science, 23, 288-294.
31. Hancock, G. R., & Mueller, R. O. (2001). Rethinking construct reliability within latent variable systems. In R. Cudeck, S. du Toit, & D. Sörbom (Eds.), Structural equation modeling: Present and future (pp. 195-216). Lincolnwood, IL: Scientific Software International.
32. Harrington, D. M. (1975). Effects of explicit instructions to "be creative" on the psychological meaning of divergent thinking test scores. Journal of Personality, 43, 434-454. doi:10.1111/j.1467-6494.1975.tb00715.x
33. Heck, R. H., & Thomas, S. L. (2009). An introduction to multilevel modeling techniques (2nd ed.). New York: Routledge.
34. Hocevar, D. (1979). Ideational fluency as a confounding factor in the measurement of originality. Journal of Educational Psychology, 71, 191-196. doi:10.1037/0022-0663.71.2.191
35. Hull, C. L. (1952). A behavior system. New Haven, CT: Yale University Press.
36. Johns, G. A., Morse, L. W., & Morse, D. T. (2001). An analysis of early vs. later responses on a divergent production task across three time press conditions. Journal of Creative Behavior, 35, 65-72. doi:10.1002/j.2162-6057.2001.tb01222.x
37. Kane, M. J., & Engle, R. W. (2003). Working-memory capacity and the control of attention: The contributions of goal neglect, response competition, and task set to Stroop interference. Journal of Experimental Psychology: General, 132, 47-70. doi:10.1037/0096-3445.132.1.47
38. Kaufman, J. C., & Plucker, J. A. (2011). Intelligence and creativity. In R. J. Sternberg & S. Kaufman (Eds.), The Cambridge handbook of intelligence (pp. 771-783). New York, NY: Cambridge University Press.
39. Kaufman, J. C. (2009). Creativity 101. New York: Springer.
40. Kim, K. H., Cramond, B., & VanTassel-Baska, J. (2010). The relationship between creativity and intelligence. In J. C. Kaufman & R. J. Sternberg (Eds.), The Cambridge handbook of creativity (pp. 395-412). New York, NY: Cambridge University Press. doi:10.1017/CBO9780511763205.025
41. Kim, K. H. (2005). Can only intelligent people be creative? Journal of Secondary Gifted Education, 16, 57-66.
42. Kim, K. H. (2008). Meta-analyses of the relationship of creative achievement to both IQ and divergent thinking test scores. Journal of Creative Behavior, 42, 106-130. doi:10.1002/j.2162-6057.2008.tb01290.x
43. Luke, D. A. (2004). Multilevel modeling. (Sage University Paper Series on Quantitative Applications in the Social Sciences, series no. 07-143). Newbury Park, CA: Sage.
44. Marcovitch, S., Boseovski, J. J., Knapp, R. J., & Kane, M. J. (2010). Goal neglect and working memory capacity in 4- to 6-year-old children. Child Development, 81, 1687-1695. doi:10.1111/j.1467-8624.2010.01503.x
45. Maxwell, S. E., & Delaney, H. D. (1993). Bivariate median splits and spurious statistical significance. Psychological Bulletin, 113, 181-190. doi:10.1037/0033-2909.113.1.181
46. May, C. P., Hasher, L., & Kane, M. J. (1999). The role of interference in memory span. Memory & Cognition, 27, 759-767. doi:10.3758/BF03198529
47. McGeoch, J. A. (1932). Forgetting and the law of disuse. Psychological Review, 39, 352-370. doi:10.1037/h0069819
48. McGrew, K. S. (2005). The Cattell-Horn-Carroll theory of cognitive abilities. In D. P. Flanagan & P. L. Harrison (Eds.), Contemporary intellectual assessment: Theories, tests, and issues (2nd ed., pp. 136-181). New York, NY: Guilford.
49. Mednick, S. A. (1962). The associative basis of the creative process. Psychological Review, 69, 220-232. doi:10.1037/h0048850
50. Milgram, R. M., & Rabkin, L. (1980). Developmental test of Mednick's associative hierarchies of original thinking. Developmental Psychology, 16, 157-158. doi:10.1037/0012-1649.16.2.157
51. Moran, S. (2009). Metaphor foundations in creativity research: Boundary vs. organism. Journal of Creative Behavior, 43, 1-22. doi:10.1002/j.2162-6057.2009.tb01303.x
52. Mutheń, L. K., & Mutheń, B. O. (1998-2010). Mplus user's guide (6th ed.). Los Angeles, CA: Mutheń and Mutheń.
53. Niu, W., & Liu, D. (2009). Enhancing creativity: A comparison between effects of an indicative instruction "to be creative" and a more elaborate heuristic instruction on Chinese student creativity. Psychology of Aesthetics, Creativity, and the Arts, 3, 93-98. doi:10.1037/a0013660
54. Nusbaum, E. C., & Silvia, P. J. (2011a). Are intelligence and creativity really so different? Fluid intelligence, executive processes, and strategy use in divergent thinking. Intelligence, 39, 36 - 45. doi:10.1016/ j.intell.2010.11.002
55. Nusbaum, E. C., & Silvia, P. J. (2011b). Are openness and intellect distinct aspects of openness to experience? A test of the O/I model. Personality and Individual Differences, 51, 571-574. doi:10.1016/j.paid .2011.05.013
56. Parnes, S. J. (1961). Effects of extended effort in creative problem solving. Journal of Educational Psychology, 52, 117-122. doi:10.1037/ h0044650
57. Phillips, V. K., & Torrance, E. P. (1977). Levels of originality at earlier and later stages of creativity test tasks. Journal of Creative Behavior, 11, 147. doi:10.1002/j.2162-6057.1977.tb00602.x
58. Raudenbush, S. W., & Bryk, A. S. (2002). Hierarchical linear models: Applications and data analysis methods (2nd ed.). Thousand Oaks, CA: Sage.
59. Rolfhus, E. L., & Ackerman, P. L. (1999). Assessing individual differences in knowledge: Knowledge structures and traits. Journal of Educational Psychology, 91, 511-526. doi:10.1037/0022-0663.91.3.511
60. Runco, M. A. (1986). Flexibility and originality in children's divergent thinking. Journal of Psychology: Interdisciplinary and Applied, 120, 345-352. doi:10.1080/00223980.1986.9712632
61. Runco, M. A. (2007). Creativity. San Diego, CA: Academic Press.
62. Sawyer, R. K. (2011). The cognitive neuroscience of creativity: A critical review. Creativity Research Journal, 23, 137-154. doi:10.1080/ 10400419.2011.571191
63. Silvia, P. J., & Beaty, R. E. (2012). Making creative metaphors: The importance of fluid intelligence for creative thought. Intelligence, 40, 343-351.
64. Silvia, P. J., Martin, C., & Nusbaum, E. C. (2009). A snapshot of creativity: Evaluating a quick and simple method for assessing divergent thinking. Thinking Skills and Creativity, 4, 79-85. doi:10.1016/j.tsc.2009.06.005
65. Silvia, P. J., Nusbaum, E. C., Berg, C., Martin, C., & O'Connor, A. (2009). Openness to experience, plasticity, and creativity: Exploring lowerorder, higher-order, and interactive effects. Journal of Research in Personality, 43, 1087-1090. doi:10.1016/j.jrp.2009.04.015
66. Silvia, P. J., Winterstein, B. P., Willse, J. T., Barona, C. M., Cram, J. T., Hess, K. I., Martinez, J. L., & Richard, C. A. (2008). Assessing creativity with divergent thinking tasks: Exploring the reliability and validity of new subjective scoring methods. Psychology of Aesthetics, Creativity, and the Arts, 2, 68-85. doi:10.1037/1931-3896.2.2.68
67. Silvia, P. J. (2008a). Another look at creativity and intelligence: Exploring higher-order models and probable confounds. Personality and Individual Differences, 44, 1012-1021. doi:10.1016/j.paid.2007.10.027
68. Silvia, P. J. (2008b). Creativity and intelligence revisited: A latent variable analysis of Wallach and Kogan (1965). Creativity Research Journal, 20, 34-39. doi:10.1080/10400410701841807
69. Silvia, P. J. (2008c). Discernment and creativity: How well can people identify their most creative ideas? Psychology of Aesthetics, Creativity, and the Arts, 2, 139-146. doi:10.1037/1931-3896.2.3.139
70. Silvia, P. J. (2011). Subjective scoring of divergent thinking: Examining the reliability of unusual uses, instances, and consequences tasks. Thinking Skills and Creativity, 6, 24-30. doi:10.1016/j.tsc.2010.06.001
71. Singer, J. D., & Willett, J. B. (2003). Applied longitudinal data analysis: Modeling change and event occurrence. New York: Oxford University Press.
72. Skrondal, A., & Rabe-Hesketh, S. (2004). Generalized latent variable modeling: Multilevel, longitudinal, and structural equation models. Boca Raton, FL: Chapman & Hall/CRC.
73. Süβ, H. M., Oberauer, K., Wittman, W. W., Wilhelm, O., & Schulze, R. (2002). Working-memory capacity explains reasoning ability-And a little bit more. Intelligence, 30, 261-288. doi:10.1016/S0160-2896(01)00100-3
74. Thurstone, L. L. (1938). Primary mental abilities. Chicago, IL: University of Chicago Press.
75. Troyer, A. K., Moscovitch, M., & Winocur, G. (1997). Clustering and switching as two components of verbal fluency: Evidence from youngerand older healthy adults. Neuropsychology, 11, 138-146. doi:10.1037/ 0894-4105.11.1.138
76. Unsworth, N., Spillers, G. J., & Brewer, G. A. (2011). Variation in verbal fluency: A latent variable analysis of clustering, switching, and overall performance. Quarterly Journal of Experimental Psychology, 64, 447-466. doi:10.1080/17470218.2010.505292
77. Unsworth, N. (2010). Interference control, working memory capacity, and cognitive abilities: A latent variable analysis. Intelligence, 38, 255-267. doi:10.1016/j.intell.2009.12.003
78. Vartanian, O. (2009). Variable attention facilitates creative problem solving. Psychology of Aesthetics, Creativity, and the Arts, 3, 57-59. doi: 10.1037/a0014781
79. Vartanian, O. (2011). Decision junctures in the creative process. In O. Vartanian & D. R. Mandel (Eds.), Neuroscience of decision making (pp. 311-327). New York, NY: Psychology Press.
80. Wallach, M. A., & Kogan, N. (1965). Modes of thinking in young children: A study of the creativity-intelligence distinction. New York: Holt, Rinehart, & Winston.
81. Ward, W. C. (1969). Rate and uniqueness in children's creative responding. Child Development, 40, 869-878. doi:10.2307/1127195
82. Weisberg, R. W. (2006). Creativity: Understanding innovation in problem solving, science, invention, and the arts. Hoboken, NJ: Wiley.
83. Zabelina, D. L., Robinson, M. D., Council, J. R., & Bresin, K. (2012). Patterning and non-patterning in creative cognition: Insights from performance in a random number generation task. Psychology of Aesthetics, Creativity, and the Arts, 6, 137-145.
84. Zabelina, D. L., & Robinson, M. D. (2010). Creativity as flexible cognitive control. Psychology of Aesthetics, Creativity, and the Arts, 4, 136-143. doi:10.1037/a0017379