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운전 중 IVIS 조작 상황에서 Motor Cue와 과제의 난이도가 과제 전환과 운전 주행에 미치는 향

Effect of Motor Cues and Secondary Task Complexity on Driving Performance and Task Switching While Driving

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주제분류감성과학

초록

최근 자동차와 IT기술의 융합으로 차량 내 인포테인먼트 시스템이 운자에게 편의 및 오락 기능을 제공하며 역할이 중요해지고 있다. 하지만 운전과 인포테인먼트 시스템을 조작하는 것은 동시에 시각 리소스를 요구하는 과제로 과제를 전환하며 수행해야 한다. 따라서 본 연구는 운전 중 인포테인먼트 시스템 조작 상황에서 조작 과제의 난이도와 motor cue가 과제 전환과 운전 주행능력에 미치는 향과 함께, motor cue의 효과가 조작 과제의 난이도 수에 따라 차이가 있는지 보고자 하다. motor cue와 조작 과제 난이도의 효과를 살펴보기 위해 반복되는 숫자가 청크 단위와 일치하는지에 따라 두 종류의 번호를 사용하으며, 터치 키의 크기로 난이도 수준을 조했다. 실험에서 참가자들은 모의 주행을 하며 스크린에 번호를 입력하도록 지시받았고, 과제 수행 번호 입력시간, 차선 유지능력, 숫자 키 입력 시간 간격과 핸들 움직임을 측정했다. 그 결과, 난이도 수에 따라 운 주행 능력과[F(1, 26)=8.521, p<.001], 번호 입력 시간의 차이가 유의미했고[F(1, 26)=35.372, p<.0001], 번호 종류에 따른 차이는 나타나지 않았다. 하지만 Incongruent 번호 입력 시, 청크로 구분된 두 숫자를 입력하는 시간의 간격과 핸들 움직임이 크게 증가하였다. 이는 반복된 숫자가 청크로 구분되어도 청크를 무시하고 한 번에 입력하음을 나타낸다. 종합하면, 다중 과제 상황에서 청크 단는 motor cue에 의해 상쇄되며 과제 전환 시점을 결정하는 데에 motor cue의 효과가 있음을 시사한다.

Abstract

As information technology is more actively incorporated into automobiles, the role of IVIS (In-Vehicle Infotainment System) is becoming increasingly important for providing convenience and entertainment for drivers. However, using the infotainment systems while driving requires task switching and attending to two visual resources simultaneously. We simulated a setting where participants have to drive while interacting with the infotainment system and examined how task difficulty and motor cues impact driver task-switching and driving performance, specifically whether the effects of motor cues differ depending on task difficulty. For the infotainment display, we used two types of number array depending on the congruency between the digit repetition and the chunking unit, while task difficulty was manipulated by the size of the touch-keys. Participants were instructed to dial two numbers on the screen while we recorded the dialing time, lateral position, inter-key press intervals, and steering wheel control. We found that dialing time and lateral position were affected by task difficulty, while the type of number array had no effect. However, the inter-key press intervals between chunked numbers and steering wheel movement both increased when participants had to use an incongruent number array, which indicates that, if number digits are repeated, chunking is ignored by the drivers. Our findings indicate that, in a dual-task condition, motor cues offset the effect of chunking and can effectively signal the timing for task switching.

참고문헌 (44)

  1. Adler, R. F., "The effects of task difficulty and multitasking on performance", Interacting with Computers, 27(4), pp.430~439 (2015)[DOI]
  2. E Altmann, "Memory for goals: an activation-based model", Cognitive Science, 26(1), pp.39~83 (2002), Wiley[DOI]
  3. Brian P. Bailey, "Understanding changes in mental workload during execution of goal-directed tasks and its application for interruption management", ACM Transactions on Computer-Human Interaction, 14(4), pp.1~28 (2008), Association for Computing Machinery (ACM)[DOI]
  4. Burnett, G. E., "A comparison of resistive and capacitive touchscreens for use within vehicles", Advances in Transportation Studies, 31, pp.5~16 (2013)[DOI]
  5. Vincent Cantin, "Mental workload when driving in a simulator: Effects of age and driving complexity", Accident Analysis & Prevention, 41(4), pp.763~771 (2009), Elsevier BV[DOI]
  6. Chang, T., "Consumers automotive purchase decisions: the significance of vehiclebased infotainment systems", African Journal of Business Management, 5(11), pp.4152~4163 (2011)[DOI]
  7. Elizabeth Crundall, "A driving simulator study to explore the effects of text size on the visual demand of in-vehicle displays", Displays, 43, pp.23~29 (2016), Elsevier BV[DOI]
  8. Dobres, J., "The Influence of Driver’s Age on Glance Allocations during Single-Task Driving and Voice vs. Visual-Manual Radio Tuning (No.2016-01-1445)", SAE Technical Paper (2016)
  9. Geoffrey B. Duggan, "Interleaving tasks to improve performance: Users maximise the marginal rate of return", International Journal of Human-Computer Studies, 71(5), pp.533~550 (2013), Elsevier BV[DOI]
  10. Tony Gillie, "What makes interruptions disruptive? A study of length, similarity, and complexity", Psychological Research, 50(4), pp.243~250 (1989), Springer Nature[DOI]
  11. Helen M. Hodgetts, "Interruption of the Tower of London task: Support for a goal-activation approach.", Journal of Experimental Psychology: General, 135(1), pp.103~115 (2006), American Psychological Association (APA)[DOI]
  12. Horberry, T., "Bridge strike reduction: the design and evaluation of visual warnings", Doctoral, pp.1998
  13. Tim Horberry, "Driver distraction: The effects of concurrent in-vehicle tasks, road environment complexity and age on driving performance", Accident Analysis & Prevention, 38(1), pp.185~191 (2006), Elsevier BV[DOI]
  14. Iqbal, S. T., "Towards an index of opportunity:understanding changes in mental workload during task execution", Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp.311~320 (2005), ACM
  15. Irune, A., "Locating in Car Controls:Predicting the Effects of Varying Design Layout", Advances in Transportation Studies, pp.25~32 (2007)
  16. Christian P. Janssen, "Natural Break Points: Utilizing Motor Cues when Multitasking", Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 54(4), pp.482~486 (2010), SAGE Publications
  17. Christian P. Janssen, "Identifying Optimum Performance Trade-Offs Using a Cognitively Bounded Rational Analysis Model of Discretionary Task Interleaving", Topics in Cognitive Science, 3(1), pp.123~139 (2011), Wiley[DOI]
  18. Christian P. Janssen, "Natural Break Points", Journal of Cognitive Engineering and Decision Making, 6(1), pp.5~29 (2012), SAGE Publications[DOI]
  19. Heejin Kim, "The effect of touch-key size on the usability of In-Vehicle Information Systems and driving safety during simulated driving", Applied Ergonomics, 45(3), pp.379~388 (2014), Elsevier BV[DOI]
  20. 김희연, "자동차 인포테인먼트 디스플레이의 프로토타입 디자인 실험연구 - 내비게이션과 음원 서비스 스크린의 인터랙션 방식을 중심으로 -", 디자인융복합연구(구.인포디자인이슈), 16(2), pp.239~251 (2017), 디자인융복합학회(구.한국인포디자인학회)
  21. Tuomo Kujala, "Browsing the information highway while driving: three in-vehicle touch screen scrolling methods and driver distraction", Personal and Ubiquitous Computing, 17(5), pp.815~823 (2013), Springer Nature[DOI]
  22. Tuomo Kujala, "Modeling visual sampling on in-car displays: The challenge of predicting safety-critical lapses of control", International Journal of Human-Computer Studies, 79, pp.66~78 (2015), Elsevier BV[DOI]
  23. Lee, J. Y., "Secondary task boundaries influence drivers' glance durations", Proceedings of the 7th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, pp.273~280 (2015), ACM
  24. Loehmann, S., "Culturally independent gestures for in-car interactions", IFIP Conference on Human-Computer Interaction, pp.538~545 (2013), Springer
  25. May, K., "Choosing the Right Air Gesture: Impacts of Menu Length and Air Gesture Type on Driver Workload", Adjunct Proceedings of the 8th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, pp.69~74 (2016), ACM
  26. Bruce Mehler, "Multi-modal assessment of on-road demand of voice and manual phone calling and voice navigation entry across two embedded vehicle systems", Ergonomics, 59(3), pp.344~367 (2015), Informa UK Limited[DOI]
  27. Mitsopoulos-Rubens, E., "Effects on driving performance of interacting with an in-vehicle music player: A comparison of three interface layout concepts for information presentation", Applied Ergonomics, 42(4), pp.583~591 (2011)[DOI]
  28. 문경률, "동시과제가 운전 수행 능력에 미치는 영향 -차량 통제 및 동작신호 해석을 중심으로-", 감성과학, 13(4), pp.613~620 (2010), 한국감성과학회
  29. National Highway Traffic Safety Administration, "Visual-manual NHTSA driver distraction guidelines for in-vehicle electronic devices", National Highway Traffic Safety Administration (NHTSA), Department of Transportation (DOT), ~ (2012)
  30. Distracted driving 2015, "National Center for Statistics and Analysis", National Highway Traffic Safety Administration, ~, pp.Report No. DOT HS 812 381 (2017)
  31. Ohn-Bar, E., "Hand gesture-based visual user interface for infotainment", Proceedings of the 4th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, pp.111~115 (2012), ACM
  32. Justin M. Owens, "Driver performance while text messaging using handheld and in-vehicle systems", Accident Analysis & Prevention, 43(3), pp.939~947 (2011), Elsevier BV[DOI]
  33. Matthew J. Pitts, "Visual–haptic feedback interaction in automotive touchscreens", Displays, 33(1), pp.7~16 (2012), Elsevier BV[DOI]
  34. Rosenbaum, D. A., "Human motor control" (2009), Academic press
  35. Dario D. Salvucci, "A Multitasking General Executive for Compound Continuous Tasks", Cognitive Science, 29(3), pp.457~492 (2005), Wiley[DOI]
  36. Dario D. Salvucci, "Threaded cognition: An integrated theory of concurrent multitasking.", Psychological Review, 115(1), pp.101~130 (2008), American Psychological Association (APA)[DOI]
  37. Salvucci, D. D., "Balancing structural and temporal constraints in multitasking contexts", CogSci 2016: Proceedings of the 38th Annual Conference of the Cognitive Science Society (2016), Cognitive Science Society
  38. Shakeri, G., "Novel Multimodal Feedback Techniques for In-Car Mid-Air Gesture Interaction", Proceedings of the 9th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, pp.84~93 (2017), ACM
  39. Arne Stinchcombe, "Fluctuating Attentional Demand in a Simulated Driving Assessment: The Roles of Age and Driving Complexity", Traffic Injury Prevention, 12(6), pp.576~587 (2011), Informa UK Limited[DOI]
  40. Swette, R., "Comparing three novel multimodal touch interfaces for infotainment menus", Proceedings of the 5th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, pp.100~107 (2013), ACM
  41. Christopher D. Wickens, "Multiple resources and performance prediction", Theoretical Issues in Ergonomics Science, 3(2), pp.159~177 (2002), Informa UK Limited[DOI]
  42. Amy R. Williamson, "Music selection using a touch screen interface: effect of auditory and visual feedback on driving and usability", International Journal of Vehicle Design, 57(4), pp.391~ (2011), Inderscience Publishers[DOI]
  43. Nick Yeung, "Bottom-up influences on voluntary task switching: The elusive homunculus escapes.", Journal of Experimental Psychology: Learning, Memory, and Cognition, 36(2), pp.348~362 (2010), American Psychological Association (APA)[DOI]
  44. Kristie L. Young, "Effects of phone type on driving and eye glance behaviour while text-messaging", Safety Science, 68, pp.47~54 (2014), Elsevier BV[DOI]

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