@article{fc972313fa1f4e0089a02cbbbe020d9b,
title = "Using naturalistic driving data to examine how drivers share attention when engaging in secondary tasks",
abstract = "Naturalistic driving research shows that drivers spend vast amounts of time engaging in secondary, non-driving tasks. Laboratory and simulation studies have demonstrated that, when engaging in a secondary task, drivers adopt strategies to interrupt, delay and resume the secondary task in order to manage their workload and risk. However, there is very little knowledge of the time-sharing strategies that drivers adopt for interweaving their attention across multiple tasks in real-world driving. This study examined the nature of observable visual and/or manual secondary task interruptions in real-word driving using naturalistic driving data. Video of 186 randomly selected trips from the Australian Naturalistic Driving Study were viewed to identify a range of secondary tasks and whether, when and why drivers interrupted engagement in these secondary tasks. It was found that under everyday naturalistic driving conditions, drivers interrupt (or temporarily disengage from) only a small percentage (13.5%) of the secondary tasks engaged in, with 87 percent of these tasks interrupted to re-engage in the driving task. The number of interruptions made to secondary tasks was found to differ according to a number of task characteristics, including task duration and visual load, with tasks of longer duration and higher visual load more likely to be interrupted. The results have a range of practical implications, particularly for the design of in-vehicle devices that better support drivers to break down long tasks into a series of sub-tasks, so that they can more easily disengage when driving demands necessitate.",
keywords = "Distracted driving, Interruptions, Naturalistic driving study, Secondary tasks, Task sharing",
author = "Young, {Kristie L.} and Rachel Osborne and Raphael Grzebieta and Ann Williamson and Narelle Haworth and Teresa Senserrick and Stephan, {Karen L.} and Charlton, {Judith L.}",
note = "Funding Information: Dr Kristie Young{\textquoteright}s contribution to this paper was funded by an ARC Discovery Early Career Researcher Award (DE160100372). Funding Information: The ANDS study was funded by the Australian Federal Government's Australian Research Council (ARC) under the infrastructure LIEF scheme (grant No. LE130100050) and research Linkage scheme (grant No. LP130100270) that were awarded to the Transport and Road Safety (TARS) Research Centre at the University of New South Wales (UNSW) in partnership with Monash University Accident Research Centre (MUARC), the Centre for Accident Research and Road Safety ? Queensland (CARRSQ) at Queensland University of Technology (QUT), the Centre for Automotive Safety Research (CASR) at the University of Adelaide, the Centre for Road Safety, Transport for NSW (TfNSW), NSW's State Insurance Regulatory Authority, Victoria's Transport Accident Commission, the Victorian State regulator VicRoads, South Australia's Motor Accidents Commission, the National Roads and Motorists Association (NRMA) in NSW, Seeing Machines, the Office of Road Safety, Government of Western Australia, and the Hyundai Motor Company. Supply of equipment and assistance with ANDS data was provided by The Virginia Tech Transportation Institute (VTTI) under the leadership of Prof Jon Antin. The Authors acknowledge the contribution of Prof Andry Rakotonirainy from CARRSQ, Dr Jeremy Woolley from CASR and Associate Prof Sjaan Koppel from MUARC to the project. The Authors would like to thank Jan Eusibo and Rainer Zeller from Transport and Road Safety (TARS) Research Centre at the University of New South Wales (UNSW) for their role in managing and operationalising the Australian study and the Sydney site. The contribution of the support staff Jess Hancock from TARS UNSW at the Sydney site and, Yik-Xiang Hue, Andrew Lyberopolous and Samantha Bailey from MUARC at the Melbourne site is also gratefully acknowledged. The valuable contribution from John Wall and Ben Barnes from the Centre for Road Safety TfNSW in operationalising the Sydney installation site and the assistance from Hee Loong Wong from Hyundai Motor Company in providing the ANDS service vehicles for both the Sydney and Melbourne sites is also gratefully acknowledged. The Authors would also like to thank the ANDS participants. Without their contribution to the study, this publication would not have been possible. Dr Kristie Young's contribution to this paper was funded by an ARC Discovery Early Career Researcher Award (DE160100372). Funding Information: The ANDS study was funded by the Australian Federal Government{\textquoteright}s Australian Research Council (ARC) under the infrastructure LIEF scheme (grant No. LE130100050) and research Linkage scheme (grant No. LP130100270) that were awarded to the Transport and Road Safety (TARS) Research Centre at the University of New South Wales (UNSW) in partnership with Monash University Accident Research Centre (MUARC), the Centre for Accident Research and Road Safety – Queensland (CARRSQ) at Queensland University of Technology (QUT), the Centre for Automotive Safety Research (CASR) at the University of Adelaide, the Centre for Road Safety, Transport for NSW (TfNSW), NSW{\textquoteright}s State Insurance Regulatory Authority, Victoria{\textquoteright}s Transport Accident Commission, the Victorian State regulator VicRoads, South Australia{\textquoteright}s Motor Accidents Commission, the National Roads and Motorists Association (NRMA) in NSW, Seeing Machines, the Office of Road Safety, Government of Western Australia, and the Hyundai Motor Company. Supply of equipment and assistance with ANDS data was provided by The Virginia Tech Transportation Institute (VTTI) under the leadership of Prof Jon Antin. Publisher Copyright: {\textcopyright} 2020 Elsevier Ltd",
year = "2020",
month = sep,
doi = "10.1016/j.ssci.2020.104841",
language = "English",
volume = "129",
journal = "Safety Science",
issn = "0925-7535",
publisher = "Elsevier",
}