Training Intuitive Decision Making in a Simulated Real-World Environment

被引:10
|
作者
Patterson, Robert Earl [1 ]
Pierce, Byron J. [2 ]
Boydstun, Alan S. [3 ]
Ramsey, Lisa M. [3 ]
Shannan, Jodi [3 ]
Tripp, Lisa [4 ]
Bell, Herb [4 ]
机构
[1] USAF, Res Lab, Human Analyst Augmentat Branch, Human Ctr ISR Div, Wright Patterson AFB, OH 45433 USA
[2] Renaissance Sci Corp, Training Syst Anal, Chandler, AZ USA
[3] L3 Commun, Mesa, AZ USA
[4] USAF, Res Lab, Mesa, AZ USA
关键词
intuitive decision making; pattern recognition; implicit learning; artificial grammar learning; immersive environment; IMPLICIT; MEMORY; SYSTEMS; ACCOUNTS; BRAIN;
D O I
10.1177/0018720812454432
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
Objective: We investigated whether naturalistic, intuitive (pattern recognition-based) decision making can be developed via implicit statistical learning in a simulated real-world environment. Background: To our knowledge, no definitive studies have actually shown that implicit learning plays a causal role in the development of intuitive decision making when the latter is defined as pattern recognition of real-world, or simulated real-world, environmental situations. Method: The simulated environment was presented dynamically so as to induce a sense of simulated locomotion through the scene and over sequences of objects on the ground. During training, participants passively viewed the objects sequences; during test, participants made intuitive decisions about related or unrelated sequences. Results: Intuitive decision making can be developed via implicit learning. Articulatory suppression, which affects working memory, exerted a significant inhibitory effect on the training of intuitive decision making. Intuitive decision making trained in the simulated environment fully transferred to a flat display (but not vice versa). Conclusion: Intuitive decision making is developed by an implicit learning process that is engaged by the meaning inherent in naturalistic scenes. Application: Implicit learning can be used for training intuitive decision making.
引用
收藏
页码:333 / 345
页数:13
相关论文
共 50 条
  • [41] Making Sense of Real-World Scenes
    Malcolm, George L.
    Groen, Iris I. A.
    Baker, Chris I.
    TRENDS IN COGNITIVE SCIENCES, 2016, 20 (11) : 843 - 856
  • [42] Simulated and Real-World Evolution of Predator Robots
    Lan, Gongjin
    Chen, Jiunhan
    Eiben, A. E.
    2019 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (IEEE SSCI 2019), 2019, : 1974 - 1981
  • [43] Shared decision making in the real world
    Deber, RB
    JOURNAL OF GENERAL INTERNAL MEDICINE, 1996, 11 (06) : 377 - 378
  • [44] DECISION-MAKING IN REAL WORLD
    HOLLANDER, GL
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1972, SMC2 (02): : 275 - +
  • [45] Shared Decision-Making and MRI in Multiple Sclerosis: Real-World Patient Experiences
    Shirani, Afsaneh
    Zabad, Rana
    Solomon, Andrew
    Salter, Amber
    Munoz, Shanan
    Estabrooks, Paul
    Cross, Anne
    NEUROLOGY, 2021, 96 (15)
  • [46] Support vector machine with fuzzy decision-making for real-world data classification
    Li, Boyang
    Hu, Jinglu
    Hirasawa, Kotaro
    Sun, Pu
    Marko, Kenneth
    2006 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORK PROCEEDINGS, VOLS 1-10, 2006, : 587 - +
  • [47] Data Governance for Real-World Data Management: A Proposal for a Checklist to Support Decision Making
    Sola-Morales, Oriol
    Siguroardottir, Katla
    Akehurst, Ron
    Murphy, Linda A.
    Mestre-Ferrandiz, Jorge
    Cunningham, David
    de Pouvourville, Gerard
    VALUE IN HEALTH, 2023, 26 (04) : 32 - 42
  • [48] Implicit Statistical Learning in Real-World Environments Leads to Ecologically Rational Decision Making
    Perkovic, Sonja
    Orquin, Jacob Lund
    PSYCHOLOGICAL SCIENCE, 2018, 29 (01) : 34 - 44
  • [49] Facilitating participatory decision-making - What happens in real-world community practice?
    Gotler, RS
    Flocke, SA
    Goodwin, MA
    Zyzanski, SJ
    Murray, TH
    Stange, KC
    MEDICAL CARE, 2000, 38 (12) : 1200 - 1209
  • [50] METHODS USED FOR THE APPLICABILITY OF REAL-WORLD DATA SOURCES TO INDIVIDUAL PATIENT DECISION MAKING
    Brnabic, A.
    Hess, L. M.
    Carter, Cuyun G.
    Robinson, R.
    Araujo, A. B.
    Swindle, R.
    VALUE IN HEALTH, 2018, 21 : S102 - S102