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Volumn 15, Issue 2, 2015, Pages 310-320

Experiential reward learning outweighs instruction prior to adulthood

Author keywords

Cognitive control; Decision making; Development; Reinforcement learning

Indexed keywords

ADAPTIVE BEHAVIOR; ADOLESCENT; ADULT; AGE; CHILD; DECISION MAKING; DEVELOPMENTAL PSYCHOLOGY; FEMALE; HUMAN; LEARNING; MALE; NEUROPSYCHOLOGICAL TEST; PHYSIOLOGY; REWARD; YOUNG ADULT;

EID: 84939969840     PISSN: 15307026     EISSN: None     Source Type: Journal    
DOI: 10.3758/s13415-014-0332-5     Document Type: Article
Times cited : (68)

References (60)
  • 1
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • Akaike, H. (1974). A new look at the statistical model identification. IEEE Transactions on Automatic Control, AC-19, 716–723. doi:10.1109/TAC.1974.1100705
    • (1974) IEEE Transactions on Automatic Control , vol.AC-19 , pp. 716-723
    • Akaike, H.1
  • 2
    • 84864314637 scopus 로고    scopus 로고
    • The development of implicit learning from infancy to adulthood: Item frequencies, relations, and cognitive flexibility
    • PID: 22714674
    • Amso, D., & Davidow, J. (2012). The development of implicit learning from infancy to adulthood: Item frequencies, relations, and cognitive flexibility. Developmental Psychobiology, 54, 664–673.
    • (2012) Developmental Psychobiology , vol.54 , pp. 664-673
    • Amso, D.1    Davidow, J.2
  • 3
    • 84871868072 scopus 로고    scopus 로고
    • Random effects structure for confirmatory hypothesis testing: Keep it maximal
    • Barr, D. J., Levy, R., Scheepers, C., & Tily, H. J. (2013). Random effects structure for confirmatory hypothesis testing: Keep it maximal. Journal of Memory and Language, 68, 255–278. doi:10.1016/j.jml.2012.11.001
    • (2013) Journal of Memory and Language , vol.68 , pp. 255-278
    • Barr, D.J.1    Levy, R.2    Scheepers, C.3    Tily, H.J.4
  • 4
    • 84939948405 scopus 로고    scopus 로고
    • Bates, D., Maechler, M., Bolker, B., & Walker, S. (2014). lme4: Linear mixed-effects models using Eigen and S4 [Software]. Retrieved from
    • Bates, D., Maechler, M., Bolker, B., & Walker, S. (2014). lme4: Linear mixed-effects models using Eigen and S4 [Software]. Retrieved from http://CRAN.R-project.org/package=lme4
  • 5
    • 21544435722 scopus 로고    scopus 로고
    • Midbrain dopamine neurons encode a quantitative reward prediction error signal
    • PID: 15996553
    • Bayer, H. M., & Glimcher, P. W. (2005). Midbrain dopamine neurons encode a quantitative reward prediction error signal. Neuron, 47, 129–141.
    • (2005) Neuron , vol.47 , pp. 129-141
    • Bayer, H.M.1    Glimcher, P.W.2
  • 6
    • 79959771766 scopus 로고    scopus 로고
    • The neural basis of following advice
    • PID: 21713027
    • Biele, G., Rieskamp, J., Krugel, L. K., & Heekeren, H. R. (2011). The neural basis of following advice. PLoS Biology, 9, e1001089. doi:10.1371/journal.pbio.1001089
    • (2011) PLoS Biology , vol.9 , pp. e1001089
    • Biele, G.1    Rieskamp, J.2    Krugel, L.K.3    Heekeren, H.R.4
  • 7
    • 70349753237 scopus 로고    scopus 로고
    • Computational models for the combination of advice and individual learning
    • PID: 21585468
    • Biele, G., Rieskamp, J., & Gonzalez, R. (2009). Computational models for the combination of advice and individual learning. Cognitive Science, 33, 206–242. doi:10.1111/j.1551-6709.2009.01010.x
    • (2009) Cognitive Science , vol.33 , pp. 206-242
    • Biele, G.1    Rieskamp, J.2    Gonzalez, R.3
  • 9
    • 33745001627 scopus 로고    scopus 로고
    • A brain-based account of the development of rule use in childhood
    • Bunge, S. A., & Zelazo, P. D. (2006). A brain-based account of the development of rule use in childhood. Current Directions in Psychological Science, 15, 118–121.
    • (2006) Current Directions in Psychological Science , vol.15 , pp. 118-121
    • Bunge, S.A.1    Zelazo, P.D.2
  • 10
    • 79952234661 scopus 로고    scopus 로고
    • Peers increase adolescent risk taking by enhancing activity in the brain’s reward circuitry
    • PID: 21499511
    • Chein, J., Albert, D., O’Brien, L., Uckert, K., & Steinberg, L. (2011). Peers increase adolescent risk taking by enhancing activity in the brain’s reward circuitry. Developmental Science, 14, F1–F10.
    • (2011) Developmental Science , vol.14 , pp. F1-F10
    • Chein, J.1    Albert, D.2    O’Brien, L.3    Uckert, K.4    Steinberg, L.5
  • 13
    • 74849116374 scopus 로고    scopus 로고
    • Comparing the neural basis of monetary reward and cognitive feedback during information-integration category learning
    • PID: 20053886
    • Daniel, R., & Pollmann, S. (2010). Comparing the neural basis of monetary reward and cognitive feedback during information-integration category learning. Journal of Neuroscience, 30, 47–55.
    • (2010) Journal of Neuroscience , vol.30 , pp. 47-55
    • Daniel, R.1    Pollmann, S.2
  • 14
    • 84921627984 scopus 로고    scopus 로고
    • Trial-by-trial data analysis using computational models
    • Delgado MR, Phelps EA, Robbins TW, (eds), Oxford University Press, New York, NY
    • Daw, N. D. (2011). Trial-by-trial data analysis using computational models. In M. R. Delgado, E. A. Phelps, & T. W. Robbins (Eds.), Decision making, affect, and learning: Attention and performance XXIII (pp. 3–38). New York, NY: Oxford University Press.
    • (2011) Decision making, affect, and learning: Attention and performance XXIII , pp. 3-38
    • Daw, N.D.1
  • 15
    • 79952746011 scopus 로고    scopus 로고
    • Model-based influences on humans’ choices and striatal prediction errors
    • PID: 21435563
    • Daw, N. D., Gershman, S. J., Seymour, B., Dayan, P., & Dolan, R. J. (2011). Model-based influences on humans’ choices and striatal prediction errors. Neuron, 69, 1204–1215.
    • (2011) Neuron , vol.69 , pp. 1204-1215
    • Daw, N.D.1    Gershman, S.J.2    Seymour, B.3    Dayan, P.4    Dolan, R.J.5
  • 17
    • 36749005797 scopus 로고    scopus 로고
    • The early development of executive functions
    • Bialystok E, Craik F, (eds), Oxford University Press, New York, NY
    • Diamond, A. (2006). The early development of executive functions. In E. Bialystok & F. Craik (Eds.), Lifespan cognition: Mechanisms of change (pp. 70–95). New York, NY: Oxford University Press.
    • (2006) Lifespan cognition: Mechanisms of change , pp. 70-95
    • Diamond, A.1
  • 18
    • 79955758129 scopus 로고    scopus 로고
    • Dopaminergic genes predict individual differences in susceptibility to confirmation bias
    • PID: 21508242
    • Doll, B. B., Hutchison, K. E., & Frank, M. J. (2011). Dopaminergic genes predict individual differences in susceptibility to confirmation bias. Journal of Neuroscience, 31, 6188–6198.
    • (2011) Journal of Neuroscience , vol.31 , pp. 6188-6198
    • Doll, B.B.1    Hutchison, K.E.2    Frank, M.J.3
  • 19
    • 70449715719 scopus 로고    scopus 로고
    • Instructional control of reinforcement learning: A behavioral and neurocomputational investigation
    • PID: 19595993
    • Doll, B. B., Jacobs, W. J., Sanfey, A. G., & Frank, M. J. (2009). Instructional control of reinforcement learning: A behavioral and neurocomputational investigation. Brain Research, 1299, 74–94.
    • (2009) Brain Research , vol.1299 , pp. 74-94
    • Doll, B.B.1    Jacobs, W.J.2    Sanfey, A.G.3    Frank, M.J.4
  • 21
    • 84863507072 scopus 로고    scopus 로고
    • Differential neurobiological effects of expert advice on risky choice in adolescents and adults
    • PID: 22563008
    • Engelmann, J. B., Moore, S., Capra, C. M., & Berns, G. S. (2012). Differential neurobiological effects of expert advice on risky choice in adolescents and adults. Social Cognitive and Affective Neuroscience, 7, 557–567.
    • (2012) Social Cognitive and Affective Neuroscience , vol.7 , pp. 557-567
    • Engelmann, J.B.1    Moore, S.2    Capra, C.M.3    Berns, G.S.4
  • 22
    • 0027938825 scopus 로고
    • How effective is drug abuse resistance education? A meta-analysis of Project DARE outcome evaluations
    • PID: 8092361
    • Ennett, S. T., Tobler, N. S., Ringwalt, C. L., & Flewelling, R. L. (1994). How effective is drug abuse resistance education? A meta-analysis of Project DARE outcome evaluations. American Journal of Public Health, 84, 1394–1401.
    • (1994) American Journal of Public Health , vol.84 , pp. 1394-1401
    • Ennett, S.T.1    Tobler, N.S.2    Ringwalt, C.L.3    Flewelling, R.L.4
  • 24
    • 33745927445 scopus 로고    scopus 로고
    • A mechanistic account of striatal dopamine function in human cognition: Psychopharmacological studies with cabergoline and haloperidol
    • PID: 16768602
    • Frank, M. J., & O’Reilly, R. C. (2006). A mechanistic account of striatal dopamine function in human cognition: Psychopharmacological studies with cabergoline and haloperidol. Behavioral Neuroscience, 120, 497–517. doi:10.1037/0735-7044.120.3.497
    • (2006) Behavioral Neuroscience , vol.120 , pp. 497-517
    • Frank, M.J.1    O’Reilly, R.C.2
  • 25
    • 10344250993 scopus 로고    scopus 로고
    • By carrot or by stick: Cognitive reinforcement learning in parkinsonism
    • PID: 15528409
    • Frank, M. J., Seeberger, L. C., & O’Reilly, R. C. (2004). By carrot or by stick: Cognitive reinforcement learning in parkinsonism. Science, 306, 1940–1943. doi:10.1126/science.1102941
    • (2004) Science , vol.306 , pp. 1940-1943
    • Frank, M.J.1    Seeberger, L.C.2    O’Reilly, R.C.3
  • 26
    • 84904343591 scopus 로고    scopus 로고
    • Insights about adolescent behavior, plasticity, and policy from neuroscience research
    • PID: 25033176
    • Galvan, A. (2014). Insights about adolescent behavior, plasticity, and policy from neuroscience research. Neuron, 83, 262–265.
    • (2014) Neuron , vol.83 , pp. 262-265
    • Galvan, A.1
  • 27
    • 33745780154 scopus 로고    scopus 로고
    • Earlier development of the accumbens relative to orbitofrontal cortex might underlie risk-taking behavior in adolescents
    • PID: 16793895
    • Galvan, A., Hare, T. A., Parra, C. E., Penn, J., Voss, H., Glover, G., & Casey, B. J. (2006). Earlier development of the accumbens relative to orbitofrontal cortex might underlie risk-taking behavior in adolescents. Journal of Neuroscience, 26, 6885–6892.
    • (2006) Journal of Neuroscience , vol.26 , pp. 6885-6892
    • Galvan, A.1    Hare, T.A.2    Parra, C.E.3    Penn, J.4    Voss, H.5    Glover, G.6    Casey, B.J.7
  • 28
    • 23844488077 scopus 로고    scopus 로고
    • Peer influence on risk taking, risk preference, and risky decision making in adolescence and adulthood: An experimental study
    • PID: 16060809
    • Gardner, M., & Steinberg, L. (2005). Peer influence on risk taking, risk preference, and risky decision making in adolescence and adulthood: An experimental study. Developmental Psychology, 41, 625–635. doi:10.1037/0012-1649.41.4.625
    • (2005) Developmental Psychology , vol.41 , pp. 625-635
    • Gardner, M.1    Steinberg, L.2
  • 29
    • 0041185832 scopus 로고
    • A facilitative role for counselors in restructuring schools
    • Hayes, R. L. (1993). A facilitative role for counselors in restructuring schools. Journal of Humanistic Education and Development, 8, 156–162.
    • (1993) Journal of Humanistic Education and Development , vol.8 , pp. 156-162
    • Hayes, R.L.1
  • 32
    • 0036181555 scopus 로고    scopus 로고
    • Visual statistical learning in infancy: Evidence for a domain general learning mechanism
    • PID: 11869728
    • Kirkham, N. Z., Slemmer, J. A., & Johnson, S. P. (2002). Visual statistical learning in infancy: Evidence for a domain general learning mechanism. Cognition, 83, B35–B42.
    • (2002) Cognition , vol.83 , pp. B35-B42
    • Kirkham, N.Z.1    Slemmer, J.A.2    Johnson, S.P.3
  • 35
    • 33644879483 scopus 로고    scopus 로고
    • Frontostriatal microstructure modulates efficient recruitment of cognitive control
    • PID: 16033925
    • Liston, C., Watts, R., Tottenham, N., Davidson, M. C., Niogi, S., Ulug, A. M., & Casey, B. (2006). Frontostriatal microstructure modulates efficient recruitment of cognitive control. Cerebral Cortex, 16, 553–560.
    • (2006) Cerebral Cortex , vol.16 , pp. 553-560
    • Liston, C.1    Watts, R.2    Tottenham, N.3    Davidson, M.C.4    Niogi, S.5    Ulug, A.M.6    Casey, B.7
  • 36
    • 0037650217 scopus 로고    scopus 로고
    • Temporal prediction errors in a passive learning task activate human striatum
    • PID: 12718866
    • McClure, S. M., Berns, G. S., & Montague, P. R. (2003). Temporal prediction errors in a passive learning task activate human striatum. Neuron, 38, 339–346.
    • (2003) Neuron , vol.38 , pp. 339-346
    • McClure, S.M.1    Berns, G.S.2    Montague, P.R.3
  • 37
    • 84869776187 scopus 로고    scopus 로고
    • How expert advice influences decision making
    • PID: 23185425
    • Meshi, D., Biele, G., Korn, C. W., & Heekeren, H. R. (2012). How expert advice influences decision making. PLoS ONE, 7, e49748. doi:10.1371/journal.pone.0049748
    • (2012) PLoS ONE , vol.7 , pp. e49748
    • Meshi, D.1    Biele, G.2    Korn, C.W.3    Heekeren, H.R.4
  • 38
    • 0034928713 scopus 로고    scopus 로고
    • An integrative theory of prefrontal cortex function
    • PID: 11283309
    • Miller, E. K., & Cohen, J. D. (2001). An integrative theory of prefrontal cortex function. Annual Review of Neuroscience, 24, 167–202. doi:10.1146/annurev.neuro.24.1.167
    • (2001) Annual Review of Neuroscience , vol.24 , pp. 167-202
    • Miller, E.K.1    Cohen, J.D.2
  • 40
    • 0037987978 scopus 로고    scopus 로고
    • Temporal difference models and reward-related learning in the human brain
    • PID: 12718865
    • O’Doherty, J. P., Dayan, P., Friston, K., Critchley, H., & Dolan, R. J. (2003). Temporal difference models and reward-related learning in the human brain. Neuron, 38, 329–337.
    • (2003) Neuron , vol.38 , pp. 329-337
    • O’Doherty, J.P.1    Dayan, P.2    Friston, K.3    Critchley, H.4    Dolan, R.J.5
  • 41
    • 0036159133 scopus 로고    scopus 로고
    • Activity in human ventral striatum locked to errors of reward prediction
    • PID: 11802175
    • Pagnoni, G., Zink, C. F., Montague, P. R., & Berns, G. S. (2002). Activity in human ventral striatum locked to errors of reward prediction. Nature Neuroscience, 5, 97–98.
    • (2002) Nature Neuroscience , vol.5 , pp. 97-98
    • Pagnoni, G.1    Zink, C.F.2    Montague, P.R.3    Berns, G.S.4
  • 42
    • 33748302924 scopus 로고    scopus 로고
    • Dopamine-dependent prediction errors underpin reward-seeking behaviour in humans
    • PID: 16929307
    • Pessiglione, M., Seymour, B., Flandin, G., Dolan, R. J., & Frith, C. D. (2006). Dopamine-dependent prediction errors underpin reward-seeking behaviour in humans. Nature, 442, 1042–1045.
    • (2006) Nature , vol.442 , pp. 1042-1045
    • Pessiglione, M.1    Seymour, B.2    Flandin, G.3    Dolan, R.J.4    Frith, C.D.5
  • 44
    • 0030925112 scopus 로고    scopus 로고
    • Striatal recruitment during an implicit sequence learning task as measured by functional magnetic resonance imaging
    • PID: 10096417
    • Rauch, S. L., Whalen, P. J., Savage, C. R., Curran, T., Kendrick, A., Brown, H. D., & Rosen, B. R. (1997). Striatal recruitment during an implicit sequence learning task as measured by functional magnetic resonance imaging. Human Brain Mapping, 5, 124–132.
    • (1997) Human Brain Mapping , vol.5 , pp. 124-132
    • Rauch, S.L.1    Whalen, P.J.2    Savage, C.R.3    Curran, T.4    Kendrick, A.5    Brown, H.D.6    Rosen, B.R.7
  • 45
    • 0000178192 scopus 로고
    • Implicit learning and tacit knowledge
    • Reber, A. S. (1989). Implicit learning and tacit knowledge. Journal of Experimental Psychology: General, 118, 219–235. doi:10.1037/0096-3445.118.3.219
    • (1989) Journal of Experimental Psychology: General , vol.118 , pp. 219-235
    • Reber, A.S.1
  • 46
    • 33947390923 scopus 로고    scopus 로고
    • Risk and rationality in adolescent decision making implications for theory, practice, and public policy
    • Reyna, V. F., & Farley, F. (2006). Risk and rationality in adolescent decision making implications for theory, practice, and public policy. Psychological Science in the Public Interest, 7, 1–44.
    • (2006) Psychological Science in the Public Interest , vol.7
    • Reyna, V.F.1    Farley, F.2
  • 47
    • 33645240481 scopus 로고    scopus 로고
    • Ventral–striatal/nucleus-accumbens sensitivity to prediction errors during classification learning
    • PID: 16092133
    • Rodriguez, P., Aron, A., & Poldrack, R. (2006). Ventral–striatal/nucleus-accumbens sensitivity to prediction errors during classification learning. Human Brain Mapping, 27, 306–313.
    • (2006) Human Brain Mapping , vol.27 , pp. 306-313
    • Rodriguez, P.1    Aron, A.2    Poldrack, R.3
  • 48
    • 33751531954 scopus 로고    scopus 로고
    • Progressive increase of frontostriatal brain activation from childhood to adulthood during event-related tasks of cognitive control
    • PID: 16683265
    • Rubia, K., Smith, A. B., Woolley, J., Nosarti, C., Heyman, I., Taylor, E., & Brammer, M. (2006). Progressive increase of frontostriatal brain activation from childhood to adulthood during event-related tasks of cognitive control. Human Brain Mapping, 27, 973–993. doi:10.1002/hbm.20237
    • (2006) Human Brain Mapping , vol.27 , pp. 973-993
    • Rubia, K.1    Smith, A.B.2    Woolley, J.3    Nosarti, C.4    Heyman, I.5    Taylor, E.6    Brammer, M.7
  • 49
    • 25444441461 scopus 로고    scopus 로고
    • The development of executive attention: Contributions to the emergence of self-regulation
    • PID: 16144428
    • Rueda, R. M., Posner, M. I., & Rothbart, M. K. (2005). The development of executive attention: Contributions to the emergence of self-regulation. Developmental Neuropsychology, 28, 573–594.
    • (2005) Developmental Neuropsychology , vol.28 , pp. 573-594
    • Rueda, R.M.1    Posner, M.I.2    Rothbart, M.K.3
  • 50
    • 0030451408 scopus 로고    scopus 로고
    • Statistical learning by 8-month-old infants
    • PID: 8943209
    • Saffran, J. R., Aslin, R. N., & Newport, E. L. (1996). Statistical learning by 8-month-old infants. Science, 274, 1926–1928. doi:10.1126/science.274.5294.1926
    • (1996) Science , vol.274 , pp. 1926-1928
    • Saffran, J.R.1    Aslin, R.N.2    Newport, E.L.3
  • 51
    • 0030896968 scopus 로고    scopus 로고
    • A neural substrate of prediction and reward
    • PID: 9054347
    • Schultz, W., Dayan, P., & Montague, P. R. (1997). A neural substrate of prediction and reward. Science, 275, 1593–1599.
    • (1997) Science , vol.275 , pp. 1593-1599
    • Schultz, W.1    Dayan, P.2    Montague, P.R.3
  • 52
    • 77955887368 scopus 로고    scopus 로고
    • Developmental neurobiology of cognitive control and motivational systems
    • PID: 20167473
    • Somerville, L. H., & Casey, B. J. (2010). Developmental neurobiology of cognitive control and motivational systems. Current Opinion in Neurobiology, 20, 236–241. doi:10.1016/j.conb.2010.01.006
    • (2010) Current Opinion in Neurobiology , vol.20 , pp. 236-241
    • Somerville, L.H.1    Casey, B.J.2
  • 53
    • 84876336768 scopus 로고    scopus 로고
    • How initial confirmatory experience potentiates the detrimental influence of bad advice
    • PID: 23507392
    • Staudinger, M. R., & Buchel, C. (2013). How initial confirmatory experience potentiates the detrimental influence of bad advice. NeuroImage, 76, 125–133.
    • (2013) NeuroImage , vol.76 , pp. 125-133
    • Staudinger, M.R.1    Buchel, C.2
  • 54
    • 34547447363 scopus 로고    scopus 로고
    • Age differences in resistance to peer influence
    • PID: 18020830
    • Steinberg, L., & Monahan, K. C. (2007). Age differences in resistance to peer influence. Developmental Psychology, 43, 1531–1543. doi:10.1037/0012-1649.43.6.1531
    • (2007) Developmental Psychology , vol.43 , pp. 1531-1543
    • Steinberg, L.1    Monahan, K.C.2
  • 55
    • 6944247623 scopus 로고    scopus 로고
    • Evidence of developmental differences in implicit sequence learning: An fMRI study of children and adults
    • PID: 15509382
    • Thomas, K. M., Hunt, R. H., Vizueta, N., Sommer, T., Durston, S., Yang, Y., & Worden, M. S. (2004). Evidence of developmental differences in implicit sequence learning: An fMRI study of children and adults. Journal of Cognitive Neuroscience, 16, 1339–1351.
    • (2004) Journal of Cognitive Neuroscience , vol.16 , pp. 1339-1351
    • Thomas, K.M.1    Hunt, R.H.2    Vizueta, N.3    Sommer, T.4    Durston, S.5    Yang, Y.6    Worden, M.S.7
  • 58
    • 84861538141 scopus 로고    scopus 로고
    • Striatum–medial prefrontal cortex connectivity predicts developmental changes in reinforcement learning
    • PID: 21817091
    • van den Bos, W., Cohen, M. X., Kahnt, T., & Crone, E. A. (2012). Striatum–medial prefrontal cortex connectivity predicts developmental changes in reinforcement learning. Cerebral Cortex, 22, 1247–1255. doi:10.1093/cercor/bhr198
    • (2012) Cerebral Cortex , vol.22 , pp. 1247-1255
    • van den Bos, W.1    Cohen, M.X.2    Kahnt, T.3    Crone, E.A.4
  • 59
    • 79952764085 scopus 로고    scopus 로고
    • Better than expected or as bad as you thought? The neurocognitive development of probabilistic feedback processing
    • van den Bos, W., Güroğlu, B., van den Bulk, B. G., Rombouts, S. A., & Crone, E. A. (2009). Better than expected or as bad as you thought? The neurocognitive development of probabilistic feedback processing. Frontiers in Human Neuroscience, 3(52), 1–11. doi:10.3389/neuro.09.052.2009
    • (2009) Frontiers in Human Neuroscience , vol.3 , Issue.52
    • van den Bos, W.1    Güroğlu, B.2    van den Bulk, B.G.3    Rombouts, S.A.4    Crone, E.A.5


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