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Original Research

Deciphering Age Differences in Experience-Based Decision-Making: The Role of Sleep

ORCID Icon, , , , & ORCID Icon
Pages 679-691 | Published online: 29 Sep 2020

References

  • Goldstein AN, Walker MP. The role of sleep in emotional brain function. Annu Rev Clin Psychol. 2014;10:679–708. doi:10.1146/annurev-clinpsy-032813-153716
  • Leproult R, Van Cauter E. Role of sleep and sleep loss in hormonal release and metabolism. Endocr Dev. 2010;17:11–21. doi:10.1159/000262524
  • Skeldon AC, Derks G, Dijk DJ. Modelling changes in sleep timing and duration across the lifespan: changes in circadian rhythmicity or sleep homeostasis? Sleep Med Rev. 2016;28:96–107. doi:10.1016/j.smrv.2015.05.011
  • Yaffe K, Falvey CM, Hoang T. Connections between sleep and cognition in older adults. Lancet Neurology. 2014;13(10):1017–1028. doi:10.1016/S1474-4422(14)70172-3
  • Pace-Schott EF, Spencer RM. Age-related changes in the cognitive function of sleep. Prog Brain Res. 2011;191:75–89. doi:10.1016/B978-0-444-53752-2.00012-6
  • Pace-Schott EF, Spencer RM. Sleep-dependent memory consolidation in healthy aging and mild cognitive impairment. Curr Top Behav Neurosci. 2015;25:307–330. doi:10.1007/7854_2014_300
  • Spencer RM, Gouw AM, Ivry RB. Age-related decline of sleep-dependent consolidation. Learn Mem. 2007;14(7):480–484. doi:10.1101/lm.569407
  • Gui W-J, Li H-J, Guo Y-H, Peng P, Lei X, Yu J. Age-related differences in sleep-based memory consolidation: a meta-analysis. Neuropsychologia. 2017;97:46–55. doi:10.1016/j.neuropsychologia.2017.02.001
  • Wilckens KA, Woo SG, Kirk AR, Erickson KI, Wheeler ME. Role of sleep continuity and total sleep time in executive function across the adult lifespan. Psychol Aging. 2014;29(3):658–665. doi:10.1037/a0037234
  • Bechara A, Tranel D, Damasio H. Characterization of the decision-making deficit of patients with ventromedial prefrontal cortex lesions. Brain. 2000;123(Pt 11):2189–2202. doi:10.1093/brain/123.11.2189
  • Mander BA, Santhanam S, Saletin JM, Walker MP. Wake deterioration and sleep restoration of human learning. Curr Biol. 2011;21(5):R183–R184. doi:10.1016/j.cub.2011.01.019
  • Djonlagic I, Rosenfeld A, Shohamy D, Myers C, Gluck M, Stickgold R. Sleep enhances category learning. Learn Mem. 2009;16(12):751–755. doi:10.1101/lm.1634509
  • Killgore WD, Balkin TJ, Wesensten NJ. Impaired decision making following 49 h of sleep deprivation. J Sleep Res. 2006;15(1):7–13. doi:10.1111/j.1365-2869.2006.00487.x
  • Killgore WDS, Grugle NL, Balkin TJ. Gambling when sleep deprived: don’t bet on stimulants. Chronobiol Int. 2012;29(1):43–54. doi:10.3109/07420528.2011.635230
  • Delazer M, Hogl B, Zamarian L, et al. Decision making and executive functions in REM sleep behavior disorder. Sleep. 2012;35(5):667–673. doi:10.5665/sleep.1828
  • Bayard S, Langenier MC, Dauvilliers Y. Decision-making, reward-seeking behaviors and dopamine agonist therapy in restless legs syndrome. Sleep. 2013;36(10):1501–1507. doi:10.5665/sleep.3044
  • Pace-Schott EF, Nave G, Morgan A, Spencer RM. Sleep-dependent modulation of affectively guided decision-making. J Sleep Res. 2012;21(1):30–39. doi:10.1111/j.1365-2869.2011.00921.x
  • Wood S, Busemeyer J, Koling A, Cox CR, Davis H. Older adults as adaptive decision makers: evidence from the Iowa Gambling Task. Psychol Aging. 2005;20(2):220–225. doi:10.1037/0882-7974.20.2.220
  • Lamar M, Resnick SM. Aging and prefrontal functions: dissociating orbitofrontal and dorsolateral abilities. Neurobiol Aging. 2004;25(4):553–558. doi:10.1016/j.neurobiolaging.2003.06.005
  • MacPherson SE, Phillips LH, Della Sala S. Age, executive function and social decision making: a dorsolateral prefrontal theory of cognitive aging. Psychol Aging. 2002;17(4):598–609. doi:10.1037/0882-7974.17.4.598
  • Ligneul R. Sequential exploration in the Iowa gambling task: validation of a new computational model in a large dataset of young and old healthy participants. PLoS Comput Biol. 2019;15(6):e1006989. doi:10.1371/journal.pcbi.1006989
  • Seeley CJ, Beninger RJ, Smith CT. Post learning sleep improves cognitive-emotional decision-making: evidence for a ‘deck B sleep effect’ in the Iowa Gambling Task. PLoS One. 2014;9(11):e112056. doi:10.1371/journal.pone.0112056
  • Seeley CJ, Smith CT, MacDonald KJ, Beninger RJ. Ventromedial prefrontal theta activity during rapid eye movement sleep is associated with improved decision-making on the Iowa Gambling Task. Behav Neurosci. 2016;130(3):271–280. doi:10.1037/bne0000123
  • Abe T, Inoue Y, Komada Y, Hori T. Effect of post-learning sleep versus wakefulness on advantageous decision-making: a preliminary study. Sleep Biol Rhythms. 2012;10(1):72–74. doi:10.1111/j.1479-8425.2011.00509.x
  • Ahn WY, Dai J, Vassileva J, Busemeyer JR, Stout JC. Computational modeling for addiction medicine: from cognitive models to clinical applications. Prog Brain Res. 2016;224:53–65. doi:10.1016/bs.pbr.2015.07.032
  • Steingroever H, Wetzels R, Wagenmakers E-J. Bayes factors for reinforcement-learning models of the Iowa Gambling Task. Decision. 2016;3(2):115–131. doi:10.1037/dec0000040
  • Folstein MF, Folstein SE, McHugh PR. Mini-mental state: a practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res. 1975;12(3):189–198. doi:10.1016/0022-3956(75)90026-6
  • Bechara A, Damasio AR, Damasio H, Anderson SW. Insensitivity to future consequences following damage to human prefrontal cortex. Cognition. 1994;50(1–3):7–15. doi:10.1016/0010-0277(94)90018-3
  • Bechara A, Dolan S, Denburg N, Hindes A, Anderson SW, Nathan PE. Decision-making deficits, linked to a dysfunctional ventromedial prefrontal cortex, revealed in alcohol and stimulant abusers. Neuropsychologia. 2001;39(4):376–389. doi:10.1016/s0028-3932(00)00136-6
  • Steingroever H, Wetzels R, Horstmann A, Neumann J, Wagenmakers EJ. Performance of healthy participants on the Iowa Gambling Task. Psychol Assess. 2013;25(1):180–193. doi:10.1037/a0029929
  • Li X, Lu ZL, D’Argembeau A, Ng M, Bechara A. The Iowa Gambling Task in fMRI images. Hum Brain Mapp. 2010;31(3):410–423. doi:10.1002/hbm.20875
  • Ahn W-Y, Vasilev G, Lee S-H, et al. Decision-making in stimulant and opiate addicts in protracted abstinence: evidence from computational modeling with pure users. Front Psychol. 2014;5:849. doi:10.3389/fpsyg.2014.00849
  • Ahn W-Y, Busemeyer JR, Wagenmakers E-J, Stout JC. Comparison of decision learning models using the generalization criterion method. Cognitive Science: A Multidisciplinary Journal. 2008;32(8):1376–1402. doi:10.1080/03640210802352992
  • Worthy DA, Maddox WT. A comparison model of reinforcement-learning and win-stay-lose-shift decision-making processes: a tribute to W.K. Estes. J Math Psychol. 2014;59:41–49. doi:10.1016/j.jmp.2013.10.001
  • Luce RD. Individual Choice Behavior. Oxford, England: John Wiley; 1959.
  • Ahn W-Y, Haines N, Zhang L. Revealing neurocomputational mechanisms of reinforcement learning and decision-making with the hBayesDM package. Computational Psychiatry. 2017;1:24–57. doi:10.1162/CPSY_a_00002
  • Watanabe S. Asymptotic equivalence of Bayes cross validation and widely applicable information criterion in singular learning theory. J Machine Learn Res. 2010;11:(Dec):3571–3594.
  • Gelman A, Hwang J, Vehtari A. Understanding predictive information criteria for Bayesian models. Stat Comput. 2014;24(6):997–1016. doi:10.1007/s11222-013-9416-2
  • Aylward J, Valton V, Ahn W-Y, et al. Altered learning under uncertainty in unmedicated mood and anxiety disorders. Nature Human Behaviour. 2019;3(10):1116–1123. doi:10.1038/s41562-019-0628-0
  • Carlisi CO, Norman L, Murphy CM, et al. Shared and disorder-specific neurocomputational mechanisms of decision-making in autism spectrum disorder and obsessive-compulsive disorder. Cereb Cortex. 2017;27(12):5804–5816. doi:10.1093/cercor/bhx265
  • Tononi G, Cirelli C. Sleep function and synaptic homeostasis. Sleep Med Rev. 2006;10(1):49–62. doi:10.1016/j.smrv.2005.05.002
  • Tononi G, Cirelli C. Sleep and synaptic down-selection. Eur J Neurosci. 2020;51(1):413–421. doi:10.1111/ejn.14335
  • Honn KA, Hinson JM, Whitney P, Van Dongen HPA. Cognitive flexibility: a distinct element of performance impairment due to sleep deprivation. Accident Analysis Prevent. 2019;126:191–197. doi:10.1016/j.aap.2018.02.013
  • Whitney P, Hinson JM, Jackson ML, Van Dongen HPA. Feedback blunting: total sleep deprivation impairs decision making that requires updating based on feedback. Sleep. 2015;38(5):745–754. doi:10.5665/sleep.4668
  • Murphy NA, Isaacowitz DM. Preferences for emotional information in older and younger adults: a meta-analysis of memory and attention tasks. Psychology and Aging. 2008;23(2):263–286. doi:10.1037/0882-7974.23.2.263
  • Carstensen LL. The influence of a sense of time on human development. Science. 2006;312(5782):1913–1915. doi:10.1126/science.1127488
  • Sharot T, Garrett N. Forming beliefs: why valence matters. Trends Cogn Sci. 2016;20(1):25–33. doi:10.1016/j.tics.2015.11.002
  • Samanez-Larkin GR, Gibbs SEB, Khanna K, Nielsen L, Carstensen LL, Knutson B. Anticipation of monetary gain but not loss in healthy older adults. Nat Neurosci. 2007;10(6):787–791. doi:10.1038/nn1894
  • Sojitra RB, Lerner I, Petok JR, Gluck MA. Age affects reinforcement learning through dopamine-based learning imbalance and high decision noise—not through Parkinsonian mechanisms. Neurobiol Aging. 2018;68:102–113. doi:10.1016/j.neurobiolaging.2018.04.006
  • Lerner I, Sojitra R, Gluck M. How age affects reinforcement learning. Aging. 2018;10(12):3630–3631. doi:10.18632/aging.101649
  • Damasio A, Descartes RJNYA. Error: Emotion, Reason, and the Human Brain. 1994:350–412.
  • Bechara A, Damasio H, Tranel D, Damasio AR. The Iowa Gambling Task and the somatic marker hypothesis: some questions and answers. Trends Cogn Sci. 2005;9(4):159–162. doi:10.1016/j.tics.2005.02.002
  • Tomb I, Hauser M, Deldin P, Caramazza A. Do somatic markers mediate decisions on the gambling task? Nat Neurosci. 2002;5(11):1103–1104. doi:10.1038/nn1102-1103
  • Chiu Y-C, Lin C-H, Huang J-T, Lin S, Lee P-L, Hsieh J-C. Immediate gain is long-term loss: are there foresighted decision makers in the Iowa Gambling Task? Behavioral and Brain Functions. 2008;4(1):13. doi:10.1186/1744-9081-4-13
  • Creery JD, Oudiette D, Antony JW, Paller KA. Targeted memory reactivation during sleep depends on prior learning. Sleep. 2015;38(5):755–763. doi:10.5665/sleep.4670