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The Influence of Presentation Frames of Visualization Information for Safety on Situational Awareness under a Three-Level User-Interface Design

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  • Xiaofang Yuan

    (School of Management, Xi’an University of Science and Technology, Xi’an 710054, China
    Research Center for Human Factors and Management Ergonomics, Xi’an University of Science and Technology, Xi’an 710054, China)

  • Jing Yan

    (School of Management, Xi’an University of Science and Technology, Xi’an 710054, China
    Research Center for Human Factors and Management Ergonomics, Xi’an University of Science and Technology, Xi’an 710054, China)

  • Linhui Sun

    (School of Management, Xi’an University of Science and Technology, Xi’an 710054, China
    Research Center for Human Factors and Management Ergonomics, Xi’an University of Science and Technology, Xi’an 710054, China)

  • Fangming Cheng

    (School of Safety Science and Engineering, Xi’an University of Science and Technology, Xi’an 710054, China)

  • Zigu Guo

    (School of Management, Xi’an University of Science and Technology, Xi’an 710054, China
    Research Center for Human Factors and Management Ergonomics, Xi’an University of Science and Technology, Xi’an 710054, China)

  • Hongzhi Yu

    (School of Management, Xi’an University of Science and Technology, Xi’an 710054, China
    Research Center for Human Factors and Management Ergonomics, Xi’an University of Science and Technology, Xi’an 710054, China)

Abstract

To explore the influence of the construction and presentation frames of visualization information for safety (VIS) on people’s situation awareness (SA), we designed a three-level user interface (UI) of VIS based on the three-stage SA theory, including perception (SA1), comprehension (SA2), and projection (SA3). Then, 166 subjects were recruited and divided into three groups to participate in the experiment, in which SA was measured by the situation-present-assessment method (SPAM) and situation-awareness-rating technique (SART), and eye-movement data were recorded. The results show that the level−3 UI design could effectively improve the subjects’ SA levels. Although the increase in VIS displayed caused by the higher UI level led to a decrease in the perception-stage score of SA, the level−3 UI fully considered the three stages of human information processing, and helped improve the SA of the subjects; the overall SA score measured using the SART method was not significant, but the result was consistent with the SPAM. There was a framing effect on the presentation of VIS, and subjects perceived different degrees of risk under different presentation frames; that is, less risk under the positive frame, more risk under the negative frame, and a higher level of SA under the positive frame compared with the negative frame. To some extent, the nearest-neighbor-index (NNI) algorithm could be utilized to quantify subjects’ eye-tracking fixation mode. While the frames were guided by the high-level interface and the positive presentation frame, the distribution of the subjects’ gaze points was more discrete; they could grasp the relevant information more comprehensively and had a relatively high level of SA. To some extent, this study can provide a reference for the design and optimization of the VIS presentation interface.

Suggested Citation

  • Xiaofang Yuan & Jing Yan & Linhui Sun & Fangming Cheng & Zigu Guo & Hongzhi Yu, 2023. "The Influence of Presentation Frames of Visualization Information for Safety on Situational Awareness under a Three-Level User-Interface Design," IJERPH, MDPI, vol. 20(4), pages 1-26, February.
    • Handle: RePEc:gam:jijerp:v:20:y:2023:i:4:p:3325-:d:1067796
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    References listed on IDEAS

    as
    1. Linhui Sun & Zigu Guo & Xiaofang Yuan & Xinping Wang & Chang Su & Jiali Jiang & Xun Li, 2022. "An Investigation of the Effects of Brain Fatigue on the Sustained Attention of Intelligent Coal Mine VDT Operators," IJERPH, MDPI, vol. 19(17), pages 1-22, September.
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    4. Fagley, N. S. & Miller, Paul M., 1997. "Framing Effects and Arenas of Choice: Your Money or Your Life?," Organizational Behavior and Human Decision Processes, Elsevier, vol. 71(3), pages 355-373, September.
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