Abstract

Driver distraction has become a major threat to the road safety, and the globally booming taxi-hailing application introduces new source of distraction to drivers. Although various in-vehicle information systems have been studied extensively, no documentation exists objectively measuring the extent to which interacting with taxi-hailing application during driving impacts drivers’ behavior. To fill this gap, a simulator-based study was conducted to synthetically compare the effects that different output modalities (visual, audio, and combined visual–audio) and input modalities (baseline, manual, and speech) imposed on the driving performance. The results show that the visual output introduced more negative effects on driving performance compared to audio output. In the combined output, visual component dominated the effects imposed on the longitudinal control and hazard detection; audio component only exacerbated the negative effects of visual component on the lateral control. Speech input modality was overall less detrimental to driving performance than manual input modality, especially reflected in the drivers’ quicker reaction to hazard events. The visual–manual interaction modality most severely impaired the hazard detecting ability, while also led to strong compensative behaviors. The audio–speech and visual–speech modality associated with more smooth lateral control and faster response to hazard events, respectively, compared to other modality. These results could be applied to improve the design of not only the taxi-hailing application but also other input–output balanced in-vehicle information systems.

Highlights

  • Distraction and inattention of the drivers have become an increasing threat to the road safety

  • The National Highway Traffic Safety Administration (NATSA) reported that nearly 50% of crashes concerned with distracted driving

  • An even closer relationship between distracted driving and road accident was reported by the Naturalistic 100-car Study, revealing that 78% of crashes and 65% of near-crashes involved some form of driver inattention [1]

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Summary

INTRODUCTION

Distraction and inattention of the drivers have become an increasing threat to the road safety. The interaction with taxi-hailing application requires balanced demands of input and output, with a wide variety of resources (visual, auditory, cognitive, and manual), but a relatively short occupation time. Considering the inevitability and diversity of decision making process of different drivers, this paper focuses on how the different information access modes and operation modes, namely the output and input modalities of the taxi-hailing application, affect the driving performance. The goal of the current study is to synthetically compare the effects that the different combinations of output modalities (visual, audio, combined visual-audio) and input modalities (baseline, manual, speech) of the taxi-hailing application impose the on the driving performance. The visual-manual and audio-speech combinations are expected to respectively impose the most and least impairment on driving performance

Participants
Apparatus
Experimental Design
Driving Environment and Secondary Tasks
Procedure
Dependent Variables
RESULT
Hazard Events
Car Following Task
Lane Changing Task
Full Text
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