title: Evaluating the negative or valuing the positive? Neural mechanisms supporting feedback-based learning across development.
abstract: How children learn from positive and negative performance feedback lies at the foundation of successful learning and is therefore of great importance for educational practice. In this study, we used functional magnetic resonance imaging (fMRI) to examine the neural developmental changes related to feedback-based learning when performing a rule search and application task. Behavioral results from three age groups (8-9, 11-13, and 18-25 years of age) demonstrated that, compared with adults, 8- to 9-year-old children performed disproportionally more inaccurately after receiving negative feedback relative to positive feedback. Additionally, imaging data pointed toward a qualitative difference in how children and adults use performance feedback. That is, dorsolateral prefrontal cortex and superior parietal cortex were more active after negative feedback for adults, but after positive feedback for children (8-9 years of age). For 11- to 13-year-olds, these regions did not show differential feedback sensitivity, suggesting that the transition occurs around this age. Pre-supplementary motor area/anterior cingulate cortex, in contrast, was more active after negative feedback in both 11- to 13-year-olds and adults, but not 8- to 9-year-olds. Together, the current data show that cognitive control areas are differentially engaged during feedback-based learning across development. Adults engage these regions after signals of response adjustment (i.e., negative feedback). Young children engage these regions after signals of response continuation (i.e., positive feedback). The neural activation patterns found in 11- to 13-year-olds indicate a transition around this age toward an increased influence of negative feedback on performance adjustment. This is the first developmental fMRI study to compare qualitative changes in brain activation during feedback learning across distinct stages of development.
authors.affiliation: Leiden University Institute for Psychological Research, Leiden University, 2333 AK Leiden, The Netherlands.
authors.forename: Anna C K
authors.initials: AC
authors.lastname: van Duijvenvoorde
authors.forename: Kiki
authors.initials: K
authors.lastname: Zanolie
authors.forename: Serge A R B
authors.initials: SA
authors.lastname: Rombouts
authors.forename: Maartje E J
authors.initials: ME
authors.lastname: Raijmakers
authors.forename: Eveline A
authors.initials: EA
authors.lastname: Crone
mesh_terms: D000293:Adolescent; D000328:Adult; D000375:Aging / Q000502:physiology*; D001931:Brain Mapping; D002540:Cerebral Cortex / Q000033:anatomy & histology / Q000254:growth & development*; D002648:Child; D003071:Cognition / Q000502:physiology; D005246:Feedback / Q000502:physiology*; D005260:Female; D006179:Gyrus Cinguli / Q000033:anatomy & histology / Q000502:physiology; D006801:Humans; D007600:Judgment / Q000502:physiology*; D007858:Learning / Q000502:physiology*; D008279:Magnetic Resonance Imaging; D008297:Male; D008606:Mental Processes / Q000502:physiology*; D009483:Neuropsychological Tests; D010296:Parietal Lobe / Q000033:anatomy & histology / Q000502:physiology; D017397:Prefrontal Cortex / Q000033:anatomy & histology / Q000502:physiology
references.citation: J Cogn Neurosci. 2007 Feb;19(2):249-65
references.pmid: 17280514
references.citation: J Neurosci. 2006 Oct 25;26(43):11239-47
references.pmid: 17065463
references.citation: Trends Cogn Sci. 2004 Sep;8(9):410-7
references.pmid: 15350242
references.citation: Cereb Cortex. 2006 Nov;16(11):1546-55
references.pmid: 16373455
references.citation: Proc Natl Acad Sci U S A. 2004 May 25;101(21):8174-9
references.pmid: 15148381
references.citation: Proc Natl Acad Sci U S A. 2006 Jun 13;103(24):9315-20
references.pmid: 16738055
references.citation: Nat Neurosci. 2004 Nov;7(11):1173-4
references.pmid: 15508012
references.citation: Dev Sci. 2004 Sep;7(4):443-55
references.pmid: 15484593
references.citation: Dev Sci. 2004 Nov;7(5):534-42
references.pmid: 15603286
references.citation: J Neurosci. 2006 Jun 21;26(25):6885-92
references.pmid: 16793895
references.citation: J Adolesc Health. 2008 Apr;42(4):335-43
references.pmid: 18346658
references.citation: Neuroimage. 2005 May 1;25(4):1279-91
references.pmid: 15850746
references.citation: Cortex. 2008 May;44(5):537-47
references.pmid: 18387586
references.citation: J Cogn Neurosci. 2002 Jan 1;14(1):1-10
references.pmid: 11798382
references.citation: Cereb Cortex. 2002 Oct;12(10):1040-7
references.pmid: 12217967
references.citation: Trends Cogn Sci. 2005 Jul;9(7):314-6
references.pmid: 15927520
references.citation: Neuroimage. 2005 Dec;28(4):1007-13
references.pmid: 16055352
references.citation: Dev Psychol. 2001 Sep;37(5):715-30
references.pmid: 11552766
references.citation: Trends Cogn Sci. 2006 Feb;10(2):59-63
references.pmid: 16406760
references.citation: Dev Neuropsychol. 2004;25(3):355-76
references.pmid: 15148003
references.citation: Neuropsychologia. 2007 Mar 25;45(6):1270-9
references.pmid: 17118409
references.citation: Neuropsychologia. 2008 Jan 15;46(1):117-26
references.pmid: 17900633
references.citation: Nat Neurosci. 2004 Nov;7(11):1259-65
references.pmid: 15494729
references.citation: J Cogn Neurosci. 1997 Nov;9(6):788-98
references.pmid: 23964600
references.citation: Curr Opin Neurobiol. 2007 Apr;17(2):220-7
references.pmid: 17350820
references.citation: Science. 2005 Feb 18;307(5712):1118-21
references.pmid: 15718473
references.citation: Annu Rev Neurosci. 2001;24:167-202
references.pmid: 11283309
references.citation: Hum Brain Mapp. 1999;8(2-3):109-14
references.pmid: 10524601
references.citation: Neuropsychologia. 2006;44(11):2017-36
references.pmid: 16527316
references.citation: Cogn Affect Behav Neurosci. 2008 Jun;8(2):165-77
references.pmid: 18589507
references.citation: Psychol Rev. 2002 Oct;109(4):679-709
references.pmid: 12374324
references.citation: Neuron. 2006 May 18;50(4):643-53
references.pmid: 16701213
references.citation: Neuropsychologia. 2006;44(11):2079-91
references.pmid: 16481013
references.citation: Science. 2004 Feb 13;303(5660):1023-6
references.pmid: 14963333
references.citation: Neuroimage. 2002 Nov;17(3):1562-71
references.pmid: 12414294