Cognitive training with casual video games: Points to consider

Frontiers in Psychology

Volumn 4, Issue JAN, 2014, Pages

  Baniqued, Pauline L ^a   Kranz, Michael B ^a   Voss, Michelle W ^b   Lee, Hyunkyu ^c   Cosman, Joshua D ^d   Severson, Joan ^e   Kramer, Arthur F ^a  

^a UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

^b E11 SSH   (United States)

^c Brain Plasticity Institute   (United States)

^d VANDERBILT UNIVERSITY   (United States)

^e Digital Artefacts LLC   (United States)

Author keywords

Attention; Casual games; Cognitive training; Fluid intelligence; Reasoning; Transfer of training; Video games; Working memory

Indexed keywords

EID: 84893608822     PISSN: None     EISSN: 16641078     Source Type: Journal    
DOI: 10.3389/fpsyg.2013.01010     Document Type: Article

References (95)

1. Ackerman, P. L. (1988). Determinants of individual differences during skill acquisition: cognitive abilities and information processing. J. Exp. Psychol. Gen. 117, 288-318. doi: 10.1037/0096-3445.117.3.288.
2. Ackerman, P. L., Kanfer, R., and Calderwood, C. (2010). Use it or lose it? Wii brain exercise practice and reading for domain knowledge. Psychol. Aging 25, 753-766. doi: 10.1037/a0019277.
3. Arnell, K. M., and Stubitz, S. M. (2010). Attentional blink magnitude is predicted by the ability to keep irrelevant material out of working memory. Psychol. Res. 74, 457-467. doi: 10.1007/s00426-009-0265-8.
4. Ball, K., Berch, D. B., Helmers, K. F., Jobe, J. B., Leveck, M. D., Marsiske, M., et al. (2002). Effects of cognitive training interventions with older adults: a randomized controlled trial. JAMA 288, 2271-2281. doi: 10.1001/jama.288.18.2271.
5. Baniqued, P. L., Lee, H., Voss, M. W., Basak, C., Cosman, J. D., DeSouza, S., et al. (2013). Selling points: what cognitive abilities are tapped by casual video games? Acta Psychol. 142, 74-86. doi: 10.1016/j.actpsy.2012.11.009.
6. Basak, C., Boot, W. R., Voss, M. W., and Kramer, A. F. (2008). Can training in a real-time strategy video game attenuate cognitive decline in older adults? Psychol. Aging 23, 765-777. doi: 10.1037/a0013494.
7. Bavelier, D., Green, C. S., Pouget, A., and Schrater, P. (2012). Brain plasticity through the life span: learning to learn and action video games. Annu. Rev. Neurosci. 35, 391-416. doi: 10.1146/annurev-neuro-060909-152832.
8. Bennett, G., Seashore, H., and Wesman, A. (1997). Drflerential Aptitude Test. San Antonio, TX: The Psychological Corporation.
9. Boot, W. R., Basak, C., Erickson, K. I., Neider, M., Simons, D. J., Fabiani, M., et al. (2010). Transfer of skill engendered by complex task training under conditions of variable priority. Acta Psychol. 135, 349-357. doi: 10.1016/j.actpsy.2010.09.005.
10. Boot, W. R., Blakely, D. P., and Simons, D. J. (2011). Do action video games improve perception and cognition? Front. Psychol. 2:226. doi: 10.3389/fpsyg.2011.00226.
11. Boot, W. R., Kramer, A. F., Simons, D. J., Fabiani, M., and Gratton, G. (2008). The effects of video game playing on attention, memory, and executive control. Acta Psychol. 129, 387-398. doi: 10.1016/j.actpsy.2008.09.005.
12. Boot, W. R., Simons, D. J., Stothart, C., and Stutts, C. (2013). The pervasive problem with placebos in psychology: why active control groups are not sufficient to rule out placebo effects. Perspect. Psychol. Sci. 8, 445-454. doi: 10.1177/1745691613491271.
13. Brehmer, Y., Westerberg, H., and Backman, L. (2012). Working-memory training in younger and older adults: training gains, transfer, and maintenance. Front. Hum. Neurosci. 6:63. doi: 10.3389/fnhum.2012.00063.
14. Broadway, J. M., and Engle, R. W. (2010). Validating running memory span: measurement of working memory capacity and links with fluid intelligence. Behav. Res. Methods 42, 563-570. doi: 10.3758/BRM.42.2.563.
15. Carpenter, P. A., Just, M. A., and Shell, P. (1990). What one intelligence test measures: a theoretical account of the processing in the raven progressive matrices test. Psychol. Rev. 97, 404-431. doi: 10.1037/0033-295X.97.3.404.
16. Chein, J. M., and Morrison, A. B. (2010). Expanding the mind's workspace: training and transfer effects with a complex working memory span task. Psychon. Bull. Rev. 17, 193-199. doi: 10.3758/PBR.17.2.193.
17. Chooi, W., and Thompson, L. A. (2012). Working memory training does not improve intelligence in healthy young adults. Intelligence 40, 531-542. doi: 10.1016/j.intell.2012.07.004.
18. Colom, R., Rebollo, I., Palacios, A., Juan-Espinosa, M., and Kyllonen, P. C. (2004). Working memory is (almost) perfectly predicted by g. Intelligence 32, 277-296. doi: 10.1016/j.intell.2003.12.002.
19. Conway, A. R., and Getz, S. J. (2010). Cognitive ability: does working memory training enhance intelligence? Curr. Biol. 20, R362-R364. doi: 10.1016/j.cub.2010.03.001.
20. Coyle, T. R., Pillow, D. R., Snyder, A. C., and Kochunov, P. (2011). Processing speed mediates the development of general intelligence (g) in adolescence. Psychol. Sci. 22, 1265-1269. doi: 10.1177/0956797611418243.
21. Crone, E. A., Wendelken, C., Van Leijenhorst, L., Honomichl, R. D., Christoff, K., and Bunge, S. A. (2009). Neurocognitive development of relational reasoning. Dev. Sci. 12, 55-66. doi: 10.1111/j.1467-7687.2008.00743.x.
22. Ekstrom, R. B., French, J. W., Harman, H. H., and Dermen, D. (1976). Manual for Kit of Factor-referenced Cognitive Tests. Princeton, NJ: Educational Testing Service.
23. Erickson, K. I., Voss, M. W., Prakash, R. S., Basak, C., Szabo, A., Chaddock, L., et al. (2011). Exercise training increases size of hippocampus and improves memory. Proc. Natl. Acad. Sci. U.S.A. 108, 3017-3022. doi: 10.1073/pnas.1015950108.
24. Fan, J., McCandliss, B. D., Sommer, T., Raz, A., and Posner, M. I. (2002). Testing the efficiency and independence of attentional networks. J. Cogn. Neurosci. 14, 340-347. doi: 10.1162/089892902317361886.
25. Fry, A. F., and Hale, S. (1996). Processing speed, working memory, and fluid intelligence: evidence for a developmental cascade. Psychol. Sci. 7, 237-241. doi: 10.1111/j.1467-9280.1996.tb00366.x.
26. Glass, B. D., Maddox, W. T., and Love, B. C. (2013). Real-time strategy game training: emergence of a cognitive flexibility trait. PLoS ONE 8:e70350. doi: 10.1371/journal.pone.0070350.
27. Godin, G., and Shephard, R. (1997). Godin leisure-time exercise questionnaire. Med. Sci. Sports Exerc. 29, S36. doi: 10.1097/00005768-199706001-00009.
28. Gray, J. R., and Thompson, P. M. (2004). Neurobiology of intelligence: science and ethics. Nat. Rev. Neurosci. 5, 471-482. doi: 10.1038/nrn1405.
29. Green, C. S., and Bavelier, D. (2003). Action video game modifies visual selective attention. Nature 423, 534-537. doi: 10.1038/nature01647.
30. Green, C. S., and Bavelier, D. (2006a). Effect of action video games on the spatial distribution of visuospatial attention. J. Exp. Psychol. Hum. Percept. Perform. 32, 1465-1478. doi: 10.1037/0096-1523.32.6.1465.
31. Green, C. S., and Bavelier, D. (2006b). Enumeration versus multiple object tracking: the case of action video game players. Cognition 101, 217-245. doi: 10.1016/j.cognition.2005.10.004.
32. Green, C. S., and Bavelier, D. (2007). Action-video-game experience alters the spatial resolution of vision. Psychol. Sci. 18, 88-94. doi: 10.1111/j.1467-9280.2007.01853.x.
33. Green, C. S., and Bavelier, D. (2008). Exercising your brain: a review of human brain plasticity and training-induced learning. Psychol. Aging 23, 692-701. doi: 10.1037/a0014345.
34. Green, C. S., Pouget, A., and Bavelier, D. (2010). Improved probabilistic inference as a general learning mechanism with action video games. Curr. Biol. 20, 1573-1579. doi: 10.1016/j.cub.2010.07.040.
35. Hillman, C. H., Erickson, K. I., and Kramer, A. F. (2008). Be smart, exercise your heart: exercise effects on brain and cognition. Nat. Rev. Neurosci. 9, 58-65. doi: 10.1038/nrn2298.
36. Holmes, J., Gathercole, S. E., and Dunning, D. L. (2009). Adaptive training leads to sustained enhancement of poor working memory in children. Dev. Sci. 12, F9-F15. doi: 10.1111/j.1467-7687.2009.00848.x.
37. Hubert-Wallander, B., Green, C. S., and Bavelier, D. (2011a). Stretching the limits of visual attention: the case of action video games. Wiley Interdiscip. Rev. Cogn. Sci. 2, 222-230. doi: 10.1002/wcs.116.
38. Hubert-Wallander, B., Green, C. S., Sugarman, M., and Bavelier, D. (2011b). Changes in search rate but not in the dynamics of exogenous attention in action videogame players. Atten. Percept. Psychophys. 73, 2399-2412. doi: 10.3758/s13414-011-0194-7.
39. Jaeggi, S. M., Buschkuehl, M., Jonides, J., and Perrig, W. J. (2008). Improving fluid intelligence with training on working memory. Proc. Natl. Acad. Sci. U.S.A. 105, 6829-6833. doi: 10.1073/pnas.0801268105.
40. Jaeggi, S. M., Buschkuehl, M., Jonides, J., and Shah, P. (2011). Short-and long-term benefits of cognitive training. Proc. Natl. Acad. Sci. U.S.A. 108, 10081-10086. doi: 10.1073/pnas.1103228108.
41. Jaeggi, S. M., Buschkuehl, M., Shah, P., and Jonides, J. (2013). The role of individual differences in cognitive training and transfer. Mem. Cogn. doi: 10.3758/s13421-013-0364-z [Epub ahead of print].
42. Jaušovec, N., and Jaušovec, K. (2012). Working memory training: improving intelligence-changing brain activity. Brain Cogn. 79, 96-106. doi: 10.1016/j.bandc.2012.02.007.
43. Jensen, A. R. (1969). How much can we boost IQ and scholastic achievement. Harv. Educ. Rev. 39, 1-123. doi: 10.1111/j.1745-6916.2007.00037.x.
44. Kail, R. V. (2007). Longitudinal evidence that increases in processing speed and working memory enhance children's reasoning. Psychol. Sci. 18, 312-313. doi: 10.1111/j.1467-9280.2007.01895.x.
45. Kane, M. J., Conway, A. R., Miura, T. K., and Colflesh, G. J. (2007). Working memory, attention control, and the N-back task: a question of construct validity. J. Exp. Psychol. Learn. Mem. Cogn. 33, 615. doi: 10.1037/0278-7393.33.3.615.
46. Kane, M. J., Hambrick, D. Z., Tuholski, S. W., Wilhelm, O., Payne, T. W., and Engle, R. W. (2004). The generality of working memory capacity: a latent-variable approach to verbal and visuospatial memory span and reasoning. J. Exp. Psychol. Gen. 133, 189-217. doi: 10.1037/0096-3445.133.2.189.
47. Karbach, J., and Kray, J. (2009). How useful is executive control training? age differences in near and far transfer of task-switching training. Dev. Sci. 12, 978-990. doi: 10.1111/j.1467-7687.2009.00846.x.
48. Kirby, J. R., and Lawson, M. J. (1983). Effects of strategy training on progressive matrices performance. Contemp. Educ. Psychol. 8, 127-140. doi: 10.1016/0361-476X(83)90004-8.
49. Kirchner, W. K. (1958). Age differences in short-term retention of rapidly changing information. J. Exp. Psychol. 55, 352-358. doi: 10.1037/h0043688.
50. Klingberg, T. (2010). Training and plasticity of working memory. Trends Cogn. Sci. 14, 317-324. doi: 10.1016/j.tics.2010.05.002.
51. Kramer, A. F., Hahn, S., and Gopher, D. (1999). Task coordination and aging: explorations of executive control processes in the task switching paradigm. Acta Psychol. 101, 339-378. doi: 10.1016/S0001-6918(99)00011-6.
52. Kramer, A. F., Larish, J. F., and Strayer, D. L. (1995). Training for attentional control in dual task settings: a comparison of young and old adults. J. Exp. Psychol. Appl. 1, 50. doi: 10.1037/1076-898X.1.1.50.
53. Kundu, B., Sutterer, D. W., Emrich, S. M., and Postle, B. R. (2013). Strengthened effective connectivity underlies transfer of working memory training to tests of short-term memory and attention. J. Neurosci. 33, 8705-8715. doi: 10.1523/JNEUROSCI.5565-12.2013.
54. Lee, H., Boot, W. R., Basak, C., Voss, M. W., Prakash, R. S., Neider, M., et al. (2012). Performance gains from directed training do not transfer to untrained tasks. Acta Psychol. 139, 146-158. doi: 10.1016/j.actpsy.2011.11.003.
55. Lilienthal, L., Tamez, E., Shelton, J. T., Myerson, J., and Hale, S. (2013). Dual n-back training increases the capacity of the focus of attention. Psychon. Bull. Rev. 20, 135-141. doi: 10.3758/s13423-012-0335-6.
56. Luck, S. J., and Vogel, E. K. (1997). The capacity of visual working memory for features and conjunctions. Nature 390, 279-281. doi: 10.1038/36846.
57. Luck, S. J., and Vogel, E. K. (2013). Visual working memory capacity: from psychophysics and neurobiology to individual differences. Trends Cogn. Sci. 17, 391-400. doi: 10.1016/j.tics.2013.06.006.
58. Mackey, A. P., Hill, S. S., Stone, S. I., and Bunge, S. A. (2011). Differential effects of reasoning and speed training in children. Dev. Sci. 14, 582-590. doi: 10.1111/j.1467-7687.2010.01005.x.
59. Mishra, J., Zinni, M., Bavelier, D., and Hillyard, S. A. (2011). Neural basis of superior performance of action videogame players in an attention-demanding task. J. Neurosci. 31, 992-998. doi: 10.1523/JNEUROSCI.4834-10.2011.
60. Morrison, A. B., and Chein, J. M. (2011). Does working memory training work? the promise and challenges of enhancing cognition by training working memory. Psychon. Bull. Rev. 18, 46-60. doi: 10.3758/s13423-010-0034-0.
61. Oei, A. C., and Patterson, M. D. (2013). Enhancing cognition with video games: a multiple game training study. PLoS ONE 8:e58546. doi: 10.1371/journal.pone.0058546.
62. Oelhafen, S., Nikolaidis, A., Padovani, T., Blaser, D., Koenig, T., and Perrig, W. J. (2013). Increased parietal activity after training of interference control. Neuropsychologia 51, 2781-2790. doi: 10.1016/j.neuropsychologia.2013.08.012.
63. Owen, A. M., Hampshire, A., Grahn, J. A., Stenton, R., Dajani, S., Burns, A. S., et al. (2010). Putting brain training to the test. Nature 465, 775-778. doi: 10.1038/nature09042.
64. Pashler, H. (2000). "Task switching and multitask performance," in Control of Cognitive Processes: Attention and Performance XVIII, eds S. Monsell and J. Driver (Cambridge, MA: MIT Press), 277-309.
65. Quiroga, M., Román, F. J., Catalán, A., Rodríguez, H., Ruiz, J., Herranz, M., et al. (2011). Videogame performance (not always) requires intelligence. Int. J. Online Pedagog. Course Des. 1, 18-32. doi: 10.4018/ijopcd.2011070102.
66. Quiroga, M. A., Herranz, M., Gómez-Abad, M., Kebir, M., Ruiz, J., and Colom, R. (2009). Video-games: do they require general intelligence? Comput. Educ. 53, 414-418. doi: 10.1016/j.compedu.2009.02.017.
67. Ravens, J. (1962). Advanced Progressive Matrices. London: HK Lewis.
68. Raymond, J. E., Shapiro, K. L., and Arnell, K. M. (1992). Temporary suppression of visual processing in an RSVP task: an attentional blink? J. Exp. Psychol. Hum. Percept. Perform. 18, 849-860. doi: 10.1037/0096-1523.18.3.849.
69. Redick, T. S., Shipstead, Z., Harrison, T. L., Hicks, K. L., Fried, D. E., Hambrick, D. Z., et al. (2012). No evidence of intelligence improvement after working memory training: a randomized, placebo-controlled study. J. Exp. Psychol. Gen. 142, 359-379. doi: 10.1037/a0029082.
70. Reitan, R. M. (1958). Validity of the trail making test as an indicator of organic brain damage. Percept. Mot. Skills 8, 271-276. doi: 10.2466/pms.1958.8.3.271.
71. Roth, R. M., Isquith, P. K., and Gioia, G. A. (2005). BRIEF-A: Behavior Rating Inventory of Executive Function-Adult Version: Professional Manual. Lutz, FL: Psychological Assessment Resources.
72. Salthouse, T. A. (2004). Localizing age-related individual differences in a hierarchical structure. Intelligence 32, 541-561. doi: 10.1016/j.intell.2004.07.003.
73. Salthouse, T. A. (2005). Relations between cognitive abilities and measures of executive functioning. Neuropsychology 19, 532-545. doi: 10.1037/0894-4105.19.4.532.
74. Salthouse, T. A. (2010). Influence of age on practice effects in longitudinal neurocognitive change. Neuropsychology 24, 563-572. doi: 10.1037/a0019026.
75. Salthouse, T. A., and Babcock, R. L. (1991). Decomposing adult age differences in working memory. Dev. Psychol. 27, 763. doi: 10.1037/0012-1649.27.5.763.
76. Salthouse, T. A., and Ferrer-Caja, E. (2003). What needs to be explained to account for age-related effects on multiple cognitive variables? Psychol. Aging 18, 91-110. doi: 10.1037/0882-7974.18.1.91.
77. Salthouse, T. A., Fristoe, N., and Rhee, S. H. (1996). How localized are age-related effects on neuropsychological measures? Neuropsychology 10, 272. doi: 10.1037/0894-4105.10.2.272.
78. Salthouse, T. A., and Pink, J. E. (2008). Why is working memory related to fluid intelligence? Psychon. Bull. Rev. 15, 364-371. doi: 10.3758/PBR.15.2.364.
79. Schmidt, R. A., and Bjork, R. A. (1992). New conceptualizations of practice: common principles in three paradigms suggest new concepts for training. Psychol. Sci. 3, 207-217. doi: 10.1111/j.1467-9280.1992.tb00029.x.
80. Schmiedek, F., Lovden, M., and Lindenberger, U. (2010). Hundred days of cognitive training enhance broad cognitive abilities in adulthood: findings from the COGITO study. Front. Aging Neurosci. 2:27. doi: 10.3389/fnagi.2010.00027.
81. Shipstead, Z., Redick, T. S., and Engle, R. W. (2012). Is working memory training effective? Psychol. Bull. 138, 628-654. doi: 10.1037/a0027473.
82. Sternberg, R. J. (2008). Increasing fluid intelligence is possible after all. Proc. Natl. Acad. Sci. U.S.A. 105, 6791-6792. doi: 10.1073/pnas.0803396105.
83. Stroop, J. R. (1935). Studies of interference in serial verbal reactions. J. Exp. Psychol. 18, 643. doi: 10.1037/h0054651.
84. Stroop, J. R. (1992). Studies of interference in serial verbal reactions. J. Exp. Psychol. Gen. 121, 15-23. doi: 10.1037/0096-3445.121.1.15.
85. Taatgen, N. A. (2013). The nature and transfer of cognitive skills. Psychol. Rev. 120, 439-471. doi: 10.1037/a0033138.
86. Thompson, T. W., Waskom, M. L., Garel, K. A., Cardenas-Iniguez, C., Reynolds, G. O., Winter, R., et al. (2013). Failure of working memory training to enhance cognition or intelligence. PLoS ONE 8:e63614. doi: 10.1371/journal.pone.0063614.
87. Thorndike, E. L. (1913). The Psychology of Learning. New York: Teachers College, Columbia University.
88. Unsworth, N., and Engle, R. W. (2006). Simple and complex memory spans and their relation to fluid abilities: evidence from list-length effects. J. Mem. Lang. 54, 68-80. doi: 10.1016/j.jml.2005.06.003.
89. Voss, M. W., Vivar, C., Kramer, A. F., and van Praag, H. (2013). Bridging animal and human models of exercise-induced brain plasticity. Trends Cogn. Sci. 17, 525-544. doi: 10.1016/j.tics.2013.08.001.
90. Wechsler, D. (1997a). WAIS-III: Wechsler Adult Intelligence Scale. San Antonio, TX: The Psychological Corporation.
91. Wechsler, D. (1997b). Wechsler Memory Scale (WMS-III). San Antonio, TX: The Psychological Corporation.
92. Weis, R., and Cerankosky, B. C. (2010). Effects of video-game ownership on young boys' academic and behavioral functioning: a randomized, controlled study. Psychol. Sci. 21, 463-470. doi: 10.1177/0956797610362670.
93. Willis, S. L., and Schaie, K. W. (1986). Training the elderly on the ability factors of spatial orientation and inductive reasoning. Psychol. Aging 1, 239-247. doi: 10.1037/0882-7974.1.3.239.
94. Willis, S. L., Tennstedt, S. L., Marsiske, M., Ball, K., Elias, J., Koepke, K. M., et al. (2006). Long-term effects of cognitive training on everyday functional outcomes in older adults. JAMA 296, 2805-2814. doi: 10.1001/jama.296.23.2805.
95. Zachary, R. A., and Shipley, W. C. (1986). Shipley Institute of Living Scale: Revised Manual. Los Angeles: Western Psychological Services. doi: 10.1002/acp.1202.