A new adaptive videogame for training attention and executive functions: design principles and initial validation

被引:29
作者
Montani, Veronica [1 ]
De Grazia, Michele De Filippo [1 ]
Zorzi, Marco [1 ,2 ,3 ]
机构
[1] Univ Padua, Dept Gen Psychol, I-35131 Padua, Italy
[2] Univ Padua, Ctr Cognit Neurosci, I-35131 Padua, Italy
[3] IRCCS San Camillo Neurorehabil Hosp, Venice Lido, Italy
来源
FRONTIERS IN PSYCHOLOGY | 2014年 / 5卷
关键词
videogames; attention; attention deficits; executive functions; cognitive enhancement; DUAL-TASK PERFORMANCE; TRAUMATIC BRAIN-INJURY; CLOSED-HEAD INJURY; COGNITIVE CONTROL; GAME EXPERIENCE; TIME; PLASTICITY; DEFICITS; SPEED; AWARENESS;
D O I
10.3389/fpsyg.2014.00409
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
A growing body of evidence suggests that action videogames could enhance a variety of cognitive skills and more specifically attention skills. The aim of this study was to develop a novel adaptive videogame to support the rehabilitation of the most common consequences of traumatic brain injury (TBI), that is the impairment of attention and executive functions. TBI patients can be affected by psychomotor slowness and by difficulties in dealing with distraction, maintain a cognitive set for a long time, processing different simultaneously presented stimuli, and planning purposeful behavior. Accordingly, we designed a videogame that was specifically conceived to activate those functions. Playing involves visuospatial planning and selective attention, active maintenance of the cognitive set representing the goal, and error monitoring. Moreover, different game trials require to alternate between two tasks (i.e., task switching) or to perform the two tasks simultaneously (i.e., divided attention/dual-tasking). The videogame is controlled by a multidimensional adaptive algorithm that calibrates task difficulty on-line based on a model of user performance that is updated on a trial-by-trial basis. We report simulations of user performance designed to test the adaptive game as well as a validation study with healthy participants engaged in a training protocol. The results confirmed the involvement of the cognitive abilities that the game is supposed to enhance and suggested that training improved attentional control during play.
引用
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页数:12
相关论文
共 85 条
  • [1] Achtman RL, 2008, RESTOR NEUROL NEUROS, V26, P435
  • [2] Task switching under predictable and unpredictable circumstances
    Andreadis, Nikolaos
    Quinlan, Philip T.
    [J]. ATTENTION PERCEPTION & PSYCHOPHYSICS, 2010, 72 (07) : 1776 - 1790
  • [3] Video game training enhances cognitive control in older adults
    Anguera, J. A.
    Boccanfuso, J.
    Rintoul, J. L.
    Al-Hashimi, O.
    Faraji, F.
    Janowich, J.
    Kong, E.
    Larraburo, Y.
    Rolle, C.
    Johnston, E.
    Gazzaley, A.
    [J]. NATURE, 2013, 501 (7465) : 97 - +
  • [4] Mixed-effects modeling with crossed random effects for subjects and items
    Baayen, R. H.
    Davidson, D. J.
    Bates, D. M.
    [J]. JOURNAL OF MEMORY AND LANGUAGE, 2008, 59 (04) : 390 - 412
  • [5] Baayen R. H., 2008, ANAL LINGUISTIC DATA, DOI [10.1017/CBO9780511801686, DOI 10.1017/CBO9780511801686]
  • [6] Selling points: What cognitive abilities are tapped by casual video games?
    Baniqued, Pauline L.
    Lee, Hyunkyu
    Voss, Michelle W.
    Basak, Chandramallika
    Cosman, Joshua D.
    DeSouza, Shanna
    Severson, Joan
    Salthouse, Timothy A.
    Kramer, Arthur F.
    [J]. ACTA PSYCHOLOGICA, 2013, 142 (01) : 74 - 86
  • [7] Can Training in a Real-Time Strategy Video Game Attenuate Cognitive Decline in Older Adults?
    Basak, Chandramallika
    Boot, Walter R.
    Voss, Michelle W.
    Kramer, Arthur F.
    [J]. PSYCHOLOGY AND AGING, 2008, 23 (04) : 765 - 777
  • [8] Planning times during traveling salesman's problem: Differences between closed head injury and normal subjects
    Basso, D
    Bisiacchi, PS
    Cotelli, M
    Farinello, C
    [J]. BRAIN AND COGNITION, 2001, 46 (1-2) : 38 - 42
  • [9] Bates D., 2013, LME4 LINEARMIXED EFF
  • [10] Neural bases of selective attention in action video game players
    Bavelier, D.
    Achtman, R. L.
    Mani, M.
    Foecker, J.
    [J]. VISION RESEARCH, 2012, 61 : 132 - 143