Investigating Insight Generation and Decision Making with Visualizations in Real and Virtual Environments

被引:0
|
作者
Gill, Devin M. [1 ]
Ruginski, Ian T. [1 ]
Butner, Joshua [1 ]
Geuss, Michael N. [2 ]
Stefanucci, Jeanine K. [1 ]
Creem-Regehr, Sarah H. [1 ]
机构
[1] Univ Utah, Salt Lake City, UT 84112 USA
[2] US Army Res Lab, Aberdeen Proving Ground, MD USA
关键词
3D Visualization; Virtual Environments; Decision Making; Insight Generation;
D O I
10.1145/3183654.3183704
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Visualizing data has been touted as a method to reduce cognitive workload by externalizing cognitive processes and utilizing the human perceptual system's ability to recognize patterns [1-4]. The current study investigated whether displaying sociocultural data in an immersive 3D virtual environment improved insight generation and decision making over traditional 2D visualizations. Participants were given 10 minutes to interact with visualizations representing sociocultural information and decide where a possible future threat in a fictional city may occur using either a 2D tabletop map in the real world or the same map represented in 3D in an immersive virtual environment. Visualizations included information either highly correlated with previous incidents (i.e., government building locations and bus routes) and information not highly correlated (i.e., religious centers, income for areas, park locations, and flood zones). Success required identifying which variables were highly correlated with previous incidents, and thus predicted where a future threat may occur. Initial results indicate that in the 3D virtual environment, successful participants gave their final decision about 90 seconds faster than unsuccessful participants. Throughout the simulation, previous incident and government building location visualizations were highly utilized (for both, 85% of total duration), however, successful participants used the bus routes longer (12%) compared to unsuccessful participants. Further, the current trend suggests that successful participants avoided using irrelevant visualization information compared to unsuccessful participants. Ongoing work will compare these results to the 2D table-top display.
引用
收藏
页数:1
相关论文
共 50 条
  • [31] Making virtual environments compelling
    Whitton, MC
    COMMUNICATIONS OF THE ACM, 2003, 46 (07) : 40 - +
  • [32] Investigating Decision Making in IT Outsourcing
    Hanna, Rosine
    Daim, Tugrul
    PROCEEDINGS OF PICMET 09 - TECHNOLOGY MANAGEMENT IN THE AGE OF FUNDAMENTAL CHANGE, VOLS 1-5, 2009, : 561 - 567
  • [33] Investigating Precise Decision-Making in Greenhouse Environments Based on Intelligent Optimization Algorithms
    Zhu, Zhenyi
    Bi, Chunguang
    Tang, You
    PROCESSES, 2024, 12 (05)
  • [34] Investigating the Contribution of Decision-Making, Cognitive Insight, and Theory of Mind in Insight in Schizophrenia: A Cross-Sectional Study
    Lopez-Morinigo, Javier-David
    Escobedo-Aedo, Paula-Jhoana
    Sanchez-Escribano Martinez, Adela
    Gonzalez Ruiz-Ruano, Veronica
    Sanchez-Alonso, Sergio
    Mata-Iturralde, Laura
    Munoz-Lorenzo, Laura
    Baca-Garcia, Enrique
    David, Anthony S.
    PSYCHOPATHOLOGY, 2022, 55 (02) : 104 - 115
  • [35] Decision Making in Information Overlapped Environments: Investigating Food Ordering Behaviors on the Takeaway Platform
    Tan, Dong
    Xie, Anzhuo
    4TH INTERNATIONAL CONFERENCE ON E-COMMERCE, E-BUSINESS AND E-GOVERNMENT, ICEEG 2020, 2020, : 83 - 88
  • [36] Egocentric Distance Perception: A Comparative Study Investigating Differences Between Real and Virtual Environments
    Feldstein, Ilja T.
    Koelsch, Felix M.
    Konrad, Robert
    PERCEPTION, 2020, 49 (09) : 940 - 967
  • [37] Decision making in complex environments
    Baxter, Gordon
    ERGONOMICS, 2008, 51 (10) : 1621 - 1623
  • [38] DECISION MAKING IN ADAPTIVE ENVIRONMENTS
    EASTMAN, C
    PENZ, A
    ENVIRONMENT AND PLANNING A, 1974, 6 (02) : 131 - 148
  • [39] Understanding the Role of Visualizations on Decision Making: A Study on Working Memory
    Kim, Sung-Hee
    INFORMATICS-BASEL, 2020, 7 (04):
  • [40] Educational visualizations in 3D collaborative virtual environments: a methodology
    Fominykh, Mikhail
    Prasolova-Forland, Ekaterina
    INTERACTIVE TECHNOLOGY AND SMART EDUCATION, 2012, 9 (01) : 33 - +