), 赵鹿鸣2, 方鹏3, 曹云飞1, 苗丹民3, 肖玮3(
) 1成都大学师范学院, 成都 610106
2北京大学汇丰商学院, 深圳 518055
3空军军医大学军事医学心理学系, 西安 710032
收稿日期:2020-03-10出版日期:2020-11-15发布日期:2020-09-23通讯作者:彭嘉熙,肖玮E-mail:pengjx880124@hotmail.com;xiaoweifmmu@yeah.net基金资助:* 国家自然科学基金青年项目(31900791);教育部人 文社科基金青年项目(19YJC190020);军事医学创新专项(18CXZ012);军事医学科技青年培育计划(18QNP025)The effect mechanism of sleep deprivation on risky decision making
PENG Jiaxi1(
), ZHAO Lumimg2, FANG Peng3, CAO Yunfei1, MIAO Danmin3, XIAO Wei3(
) 1College of Teachers, Chengdu University, Chengdu 610106, China
2HSBC Business School, Peking University, Shenzhen 518055, China
3Department of Military Medical Psychology, Air Force Medical University, Xi’an 710032, China;
Received:2020-03-10Online:2020-11-15Published:2020-09-23Contact:PENG Jiaxi,XIAO Wei E-mail:pengjx880124@hotmail.com;xiaoweifmmu@yeah.net摘要/Abstract
摘要: 许多行业的决策者必须在睡眠不足的状态下做出选择与判断。睡眠剥夺是睡眠不足的实验室模型, 被证明能显著影响风险决策, 但内在机制不明。基于前人研究基础提出假设模型, 即睡眠剥夺通过影响个体的反馈加工、风险感知、抑制控制、决策理性, 进而影响风险决策。拟通过实验室研究与现场研究, 采用简单赌博任务、概率折扣任务、双选择Oddball任务等研究范式, 对比睡眠剥夺前后被试在执行上述实验任务时的行为差异, 同时比较执行控制网络、奖赏网络等脑功能网络连接强度, 以及任务诱发的FRN等脑电成分在睡眠剥夺前后的变化, 进而论证上述反应被试反馈加工等心理过程的行为-脑电-脑成像指标的变化与睡眠剥夺后被试风险决策变化的关系。研究结果将科学地解释睡眠剥夺影响风险决策的内在机制, 为进一步探讨如何规避睡眠不足导致的决策失误提供理论与实证依据。
图/表 1

图1假设模型示意图
图1假设模型示意图参考文献 66
| [1] | 常耀明, 肖玮, 苗丹民 . (2013). 航空航天医学全书: 航空航天心理学. 西安: 第四军医大学出版社. |
| [2] | 李爱梅, 谭磊, 孙海龙, 熊冠星, 潘集阳 . ( 2016). 睡眠剥夺影响风险决策的双系统模型探讨. 心理科学进展, 24( 5), 804-814. |
| [3] | 李丹阳, 李鹏, 李红 . ( 2018). 反馈负波及其近10年理论解释. 心理科学进展, 26( 9), 1642-1650. |
| [4] | 彭嘉熙, 肖玮 . ( 2013). 脑力疲劳对决策的影响及机制分析. 中华航空航天医学杂志, 24( 1), 75-79. |
| [5] | 孙彦, 李纾, 殷晓莉 . ( 2007). 决策与推理的双系统——启发式系统和分析系统. 心理科学进展, 15( 5), 721-726. |
| [6] | 袁加锦, 徐萌萌, 杨洁敏, 李红 . ( 2017). 双选择Oddball范式在行为抑制控制研究中的应用. 中国科学:生命科学, 47( 10), 1065-1073. |
| [7] | 张文慧, 王晓田 . ( 2008). 自我框架, 风险认知和风险选择. 心理学报, 40( 6), 633-641. |
| [8] | 张阳阳, 饶俪琳, 梁竹苑, 周媛, 李纾 . ( 2014). 风险决策过程验证: 补偿/非补偿模型之争的新认识与新证据. 心理科学进展, 22( 2), 205-219. |
| [9] | 张颖, 冯廷勇 . ( 2014). 青少年风险决策的发展认知神经机制. 心理科学进展, 22( 7), 1139-1148. |
| [10] | Acheson, A., Richards, J. B., & de Wit, H . ( 2007). Effects of sleep deprivation on impulsive behaviors in men and women. Physiology & behavior, 91( 5), 579-587. doi: 10.1016/j.physbeh.2007.03.020URLpmid: 17477941 |
| [11] | Baumeister, S., Wolf, I., Holz, N., Boecker-Schlier, R., Adamo, N., Holtmann, M., … Brandeis, D . ( 2018). Neurofeedback training effects on inhibitory brain activation in ADHD: A matter of learning?. Neuroscience, 378, 89-99. |
| [12] | Biolcati, R., Mancini, G., & Trombini, E . ( 2018). Proneness to boredom and risk behaviors during adolescents’ free time. Psychological Reports, 121( 2), 303-323. doi: 10.1177/0033294117724447URLpmid: 28776483 |
| [13] | Byrne, K. A., Silasi-Mansat, C. D., & Worthy, D. A . ( 2015). Who chokes under pressure? The Big Five personality traits and decision-making under pressure. Personality and Individual Differences, 74, 22-28. doi: 10.1016/j.paid.2014.10.009URLpmid: 28373740 |
| [14] | Chaumet, G., Taillard, J., Sagaspe, P., Pagani, M., Dinges, D. F., Pavy-Le-Traon, A., … Philip, P . ( 2009). Confinement and sleep deprivation effects on propensity to take risks. Aviation, Space, and Environmental Medicine, 80( 2), 73-80. |
| [15] | Czapla, M., Baeuchl, C., Simon, J. J., Richter, B., Kluge, M., Friederich, H. C., … Loeber, S . ( 2017). Do alcohol- dependent patients show different neural activation during response inhibition than healthy controls in an alcohol- related fMRI go/no-go-task?. Psychopharmacology, 234( 6), 1001-1015. |
| [16] | Diederich, A., & Trueblood, J. S . ( 2018). A dynamic dual process model of risky decision making. Psychological Review, 125( 2), 270-292. doi: 10.1037/rev0000087URLpmid: 29658730 |
| [17] | Dolcos, F., Iordan, A. D., & Dolcos, S . ( 2011). Neural correlates of emotion-cognition interactions: A review of evidence from brain imaging investigations. Journal of Cognitive Psychology, 23( 6), 669-694. doi: 10.1080/20445911.2011.594433URLpmid: 22059115 |
| [18] | Drummond, S. P. A., Paulus, M. P., & Tapert, S. F . ( 2006). Effects of two nights sleep deprivation and two nights recovery sleep on response inhibition. Journal of Sleep Research, 15( 3), 261-265. URLpmid: 16911028 |
| [19] | Evans, J. S. B. T . ( 2007). On the resolution of conflict in dual process theories of reasoning. Thinking & Reasoning, 13( 4), 321-339. |
| [20] | Frings, D. ( 2012). The effects of sleep debt on risk perception, risk attraction and betting behavior during a blackjack style gambling task. Journal of Gambling Studies, 28( 3), 393-403. URLpmid: 21915653 |
| [21] | Gehring, W. J., & Willoughby, A. R . ( 2002). The medial frontal cortex and the rapid processing of monetary gains and losses. Science, 295( 5563), 2279-2282. |
| [22] | Gujar, N., Yoo, S. S., Hu, P., & Walker, M. P . ( 2011). Sleep deprivation amplifies reactivity of brain reward networks, biasing the appraisal of positive emotional experiences. Journal of Neuroscience, 31( 12), 4466-4474. doi: 10.1523/JNEUROSCI.3220-10.2011URLpmid: 21430147 |
| [23] | Hampshire, A., Chamberlain, S. R., Monti, M. M., Duncan, J., & Owen, A. M . ( 2010). The role of the right inferior frontal gyrus: Inhibition and attentional control. Neuroimage, 50( 3), 1313-1319. |
| [24] | Hansson, S. O . ( 2010). Risk: Objective or subjective, facts or values. Journal of Risk Research, 13( 2), 231-238. |
| [25] | Harrison, Y., & Horne, J. A . ( 2000). The impact of sleep deprivation on decision making: A review. Journal of Experimental Psychology: Applied, 6(3), 236-249. |
| [26] | Horn, N. R., Dolan, M., Elliott, R., Deakin, J. F. W Woodruff, P. W. R. ( 2003). Response inhibition and impulsivity: An fMRI study. Neuropsychologia, 41( 14), 1959-1966. doi: 10.1016/S0028-3932(03)00077-0URL |
| [27] | Irwin, C., Khalesi, S., Desbrow, B., & McCartney, D . ( 2020). Effects of acute caffeine consumption following sleep loss on cognitive, physical, occupational and driving performance: A systematic review and meta-analysis. Neuroscience & Biobehavioral Reviews, 108, 877-888. URLpmid: 31837359 |
| [28] | Kiesel, A., Steinhauser, M., Wendt, M., Falkenstein, M., Jost, K., Philipp, A. M., & Koch, I . ( 2010). Control and interference in task switching-A review. Psychological bulletin, 136( 5), 849-874. |
| [29] | Killgore, W. D. S., Balkin, T. J., & Wesensten, N. J . ( 2006). Impaired decision making following 49 h of sleep deprivation. Journal of Sleep Research, 15( 1), 7-13. doi: 10.1111/j.1365-2869.2006.00487.xURLpmid: 16489997 |
| [30] | Killgore, W. D. S., Grugle, N. L., & Balkin, T. J . ( 2012). Gambling when sleep deprived: Don't bet on stimulants. Chronobiology International, 29( 1), 43-54. doi: 10.3109/07420528.2011.635230URLpmid: 22217100 |
| [31] | Killgore, W. D. S., Kahn-Greene, E. T., Grugle, N. L., Killgore, D. B., & Balkin, T. J . ( 2009). Sustaining executive functions during sleep deprivation: A comparison of caffeine, dextroamphetamine, and modafinil. Sleep, 32( 2), 205-216. URLpmid: 19238808 |
| [32] | Killgore, W. D. S., Lipizzi, E. L., Kamimori, G. H., & Balkin, T. J . ( 2007). Caffeine effects on risky decision making after 75 hours of sleep deprivation. Aviation, Space, and Environmental Medicine, 78( 10), 957-962. doi: 10.3357/asem.2106.2007URLpmid: 17955944 |
| [33] | Killgore, W. D. S., Mcbride, S. A., Killgore, D. B., Balkin, T. J., & Kamimori, G. H . ( 2008). Baseline odor identification ability predicts degradation of psychomotor vigilance during 77 hours of sleep deprivation. International Journal of Neuroscience, 118( 9), 1207-1225. |
| [34] | Killgore, W. D. S . ( 2010). Effects of sleep deprivation on cognition. Progress in Brain Research, 185, 105-129. |
| [35] | Knight, F. H . ( 1921). Risk, uncertainty, and Profit. Boston: Houghton Miffiin. |
| [36] | Knutson, K. L., van Cauter, E., Rathouz, P. J., DeLeire, T., & Lauderdale, D. S . ( 2010). Trends in the prevalence of short sleepers in the USA: 1975-2006. Sleep, 33( 1), 37-45. |
| [37] | Korn, C. W., Ries, J., Schalk, L., Oganian, Y., & Saalbach, H . ( 2018). A hard-to-read font reduces the framing effect in a large sample. Psychonomic Bulletin & Review, 25( 2), 696-703. doi: 10.3758/s13423-017-1395-4URLpmid: 29086158 |
| [38] | Kusztor, A., Raud, L., Juel, B. E., Nilsen, A. S., Storm, J. F., & Huster, R. J . ( 2019). Sleep deprivation differentially affects subcomponents of cognitive control. Sleep, 42( 4), 1-19. |
| [39] | Lei, Y., Wang, L., Chen, P., Li, Y., Han, W., Ge, M., … Yang, Z . ( 2017). Neural correlates of increased risk-taking propensity in sleep-deprived people along with a changing risk level. Brain Imaging and Behavior, 11( 6), 1910-1921. doi: 10.1007/s11682-016-9658-7URLpmid: 27975159 |
| [40] | Lerner, J. S., & Tiedens, L. Z . ( 2006). Portrait of the angry decision maker: How appraisal tendencies shape anger's influence on cognition. Journal of Behavioral Decision Making, 19( 2), 115-137. |
| [41] | Lerner, J. S., Li, Y., Valdesolo, P., & Kassam, K. S . ( 2015). Emotion and decision making. Annual Review of Psychology, 66( 1), 799-823. |
| [42] | Li, L. B., He, S. H., Li, S., Xu, J. H., & Rao, L. L . ( 2009). A closer look at the Russian roulette problem: A re-examination of the nonlinearity of the prospect theory’s decision weight π. International Journal of Approximate Reasoning, 50( 3), 515-520. |
| [43] | Lim, J., & Dinges, D. F . ( 2010). A meta-analysis of the impact of short-term sleep deprivation on cognitive variables. Psychological Bulletin, 136( 3), 375-389. doi: 10.1037/a0018883URLpmid: 20438143 |
| [44] | Lin, X., Zhou, H., Dong, G., & Du, X . ( 2015). Impaired risk evaluation in people with Internet gaming disorder: fMRI evidence from a probability discounting task. Progress in Neuro-Psychopharmacology and Biological Psychiatry, 56, 142-148. doi: 10.1016/j.pnpbp.2014.08.016URLpmid: 25218095 |
| [45] | McCoy, A. N., & Platt, M. L . ( 2005). Risk-sensitive neurons in macaque posterior cingulate cortex. Nature Neuroscience, 8( 9), 1220-1227. doi: 10.1038/nn1523URLpmid: 16116449 |
| [46] | Nigg, J. T . ( 2017). Annual Research Review: On the relations among self‐regulation, self-control, executive functioning, effortful control, cognitive control, impulsivity, risk-taking, and inhibition for developmental psychopathology. Journal of Child Psychology and Psychiatry, 58( 4), 361-383. |
| [47] | Parker, A. M., Bruine de Bruin, W., Fischhoff, B., & Weller, J . ( 2018). Robustness of decision-making competence: Evidence from two measures and an 11-year longitudinal study. Journal of Behavioral Decision Making, 31( 3), 380-391. URLpmid: 30083026 |
| [48] | Pearson, C. M., Wonderlich, S. A., & Smith, G. T . ( 2015). A risk and maintenance model for bulimia nervosa: From impulsive action to compulsive behavior. Psychological Review, 122( 3), 516-535. doi: 10.1037/a0039268URLpmid: 25961467 |
| [49] | Peng, J., Feng, T., Zhang, J., Zhao, L., Zhang, Y., Chang, Y., … Xiao, W . ( 2019). Measuring decision‐making competence in Chinese adults. Journal of Behavioral Decision Making, 32( 3), 266-279. |
| [50] | Raichle, M. E., & Mintun, M. A . ( 2006). Brain work and brain imaging. Annual Review of Neuroscience, 29, 449-476. doi: 10.1146/annurev.neuro.29.051605.112819URLpmid: 16776593 |
| [51] | Ratcliff, R., & van, Dongen , H. ( 2018). The effects of sleep deprivation on item and associative recognition memory. Journal of Experimental Psychology: Learning, Memory, and Cognition, 44( 2), 193-208. |
| [52] | Ratcliff, R., Voskuilen, C., & McKoon, G . ( 2018). Internal and external sources of variability in perceptual decision-making. Psychological Review, 125( 1), 33-46. |
| [53] | Robertson, S. H., & Rasmussen, E. B . ( 2018). Comparison of potentially real versus hypothetical food outcomes in delay and probability discounting tasks. Behavioural Processes, 149, 8-15. doi: 10.1016/j.beproc.2018.01.014URLpmid: 29366752 |
| [54] | Saadat, H., Bissonnette, B., Tumin, D., Thung, A., Rice, J., Barry, N. D., & Tobias, J . ( 2016). Time to talk about work‐hour impact on anesthesiologists: The effects of sleep deprivation on Profile of Mood States and cognitive tasks. Pediatric Anesthesia, 26( 1), 66-71. |
| [55] | Seelig, A. D., Jacobson, I. G., Donoho, C. J., Trone, D. W., Crum-Cianflone, N. F., & Balkin, T. J . ( 2016). Sleep and health resilience metrics in a large military cohort. Sleep, 39( 5), 1111-1120. doi: 10.5665/sleep.5766URLpmid: 26951391 |
| [56] | Smitha, K. A., Akhil Raja, K., Arun, K. M., Rajesh, P. G., Thomas, B., Kapilamoorthy, T. R., & Kesavadas, C . ( 2017). Resting state fMRI: A review on methods in resting state connectivity analysis and resting state networks. The Neuroradiology Journal, 30( 4), 305-317. |
| [57] | Steinberg, L. ( 2010). A dual systems model of adolescent risk-taking. Developmental Psychobiology, 52( 3), 216-224. URLpmid: 20213754 |
| [58] | Tang, H., Liang, Z., Zhou, K., Huang, G. H., Rao, L. L., & Li, S . ( 2016). Positive and negative affect in loss aversion: Additive or subtractive logic?. Journal of Behavioral Decision Making, 29( 4), 381-391. |
| [59] | Telzer, E. H., Fuligni, A. J., Lieberman, M. D., & Galván, A . ( 2013). The effects of poor quality sleep on brain function and risk taking in adolescence. Neuroimage, 71, 275-283. doi: 10.1016/j.neuroimage.2013.01.025URLpmid: 23376698 |
| [60] | Toda, H., Williams, J. A., Gulledge, M., & Sehgal, A . ( 2019). A sleep-inducing gene, nemuri, links sleep and immune function in Drosophila. Science, 363( 6426), 509-515. doi: 10.1126/science.aat1650URLpmid: 30705188 |
| [61] | Toplak, M. E., West, R. F., & Stanovich, K. E . ( 2011). The Cognitive Reflection Test as a predictor of performance on heuristics-and-biases tasks. Memory & Cognition, 39( 7), 1275-1289. doi: 10.3758/s13421-011-0104-1URLpmid: 21541821 |
| [62] | Toplak, M. E., West, R. F., & Stanovich, K. E . ( 2017). Real-world correlates of performance on heuristics and biases tasks in a community sample. Journal of Behavioral Decision Making, 30( 2), 541-554. |
| [63] | Vartanian, O., Bouak, F., Caldwell, J. L., Cheung, B., Cupchik, G., Jobidon, M. E., … Smith, I . ( 2014). The effects of a single night of sleep deprivation on fluency and prefrontal cortex function during divergent thinking. Frontiers in Human Neuroscience, 8, 214. doi: 10.3389/fnhum.2014.00214URLpmid: 24795594 |
| [64] | Venkatraman, V., Chuah, Y. L., Huettel, S. A., & Chee, M. W . ( 2007). Sleep deprivation elevates expectation of gains and attenuates response to losses following risky decisions. Sleep, 30( 5), 603-609. doi: 10.1093/sleep/30.5.603URLpmid: 17552375 |
| [65] | Venkatraman, V., Huettel, S. A., Chuah, L. Y., Payne, J. W Chee, M. W. L. ( 2011). Sleep deprivation biases the neural mechanisms underlying economic preferences. Journal of Neuroscience, 31( 10), 3712-3718. |
| [66] | Yuan, J., He, Y., Qinglin, Z., Chen, A., & Li, H . ( 2008). Gender differences in behavioral inhibitory control: ERP evidence from a two-choice oddball task. Psychophysiology, 45( 6), 986-993. |
相关文章 15
| [1] | 王葛彤, 席洁, 陈霓虹, 黄昌兵. 双眼视差的神经机制与知觉学习效应[J]. 心理科学进展, 2021, 29(1): 56-69. |
| [2] | 郭滢, 龚先旻, 王大华. 错误记忆产生的认知与神经机制:信息加工视角[J]. 心理科学进展, 2021, 29(1): 79-92. |
| [3] | 刘启鹏, 赵小云, 王翠艳, 徐艺雅, 王淑燕. 反刍思维与注意脱离损坏的关系及其神经机制[J]. 心理科学进展, 2021, 29(1): 102-111. |
| [4] | 翁纯纯, 王宁. 时距知觉的动物研究范式及相关神经机制[J]. 心理科学进展, 2020, 28(9): 1478-1492. |
| [5] | 钱柳, 汝涛涛, 罗雪, 牛佳兴, 马永骏, 周国富. 睡眠限制对认知功能的影响及其潜在作用机制[J]. 心理科学进展, 2020, 28(9): 1493-1507. |
| [6] | 杨晓梦, 王福兴, 王燕青, 赵婷婷, 高春颍, 胡祥恩. 瞳孔是心灵的窗口吗?——瞳孔在心理学研究中的应用及测量[J]. 心理科学进展, 2020, 28(7): 1029-1041. |
| [7] | 江静, 董雅楠, 李艳, 杨百寅. 让建言更多含金量:员工建言质量的前因机制[J]. 心理科学进展, 2020, 28(7): 1093-1107. |
| [8] | 程士静, 何文广. 语义认知的习得、发展和老化及其神经机制[J]. 心理科学进展, 2020, 28(7): 1156-1163. |
| [9] | 郭苹苹, 辛自强. 经济态度和行为的代际传递现象及机制[J]. 心理科学进展, 2020, 28(7): 1199-1208. |
| [10] | 杜立婷, 李东进. 公共政策情境中行为习惯的形成机制与培养策略[J]. 心理科学进展, 2020, 28(7): 1209-1218. |
| [11] | 张晶晶, 梁啸岳, 陈伊笛, 陈庆荣. 音乐句法加工的认知机制与音乐结构的影响模式[J]. 心理科学进展, 2020, 28(6): 883-892. |
| [12] | 陈乐乐, 黄蓉, 贾世伟. 反馈相关负波与成瘾[J]. 心理科学进展, 2020, 28(6): 959-968. |
| [13] | 柳武妹, 马增光, 叶富荣. 营销领域中包装元素对消费者的影响及其内在作用机制[J]. 心理科学进展, 2020, 28(6): 1015-1028. |
| [14] | 倪渊, 李翠. 内隐创业领导与多层次积极追随力的互动机制[J]. 心理科学进展, 2020, 28(5): 711-730. |
| [15] | 高鹏, 李纯青, 褚玉杰, 谢莹. 短视频顾客灵感的触发机制及其对顾客融入的影响[J]. 心理科学进展, 2020, 28(5): 731-745. |
PDF全文下载地址:
http://journal.psych.ac.cn/xlkxjz/CN/article/downloadArticleFile.do?attachType=PDF&id=5216
