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Sleepy driving on the real road and in the simulator—A comparison
► Driving in a simulator leads to higher subjective and physiological sleepiness than driving on a real road, both at night and during daytime. ► However, the nighttime increase in sleepiness shows a high correlation between the two conditions. ► Night driving on the real road leads to reduced speed...
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Published in: | Accident analysis and prevention 2013-01, Vol.50, p.44-50 |
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description | ► Driving in a simulator leads to higher subjective and physiological sleepiness than driving on a real road, both at night and during daytime. ► However, the nighttime increase in sleepiness shows a high correlation between the two conditions. ► Night driving on the real road leads to reduced speed and a more leftward position on the road compared to simulator driving.
Sleepiness has been identified as one of the most important factors contributing to road crashes. However, almost all work on the detailed changes in behavior and physiology leading up to sleep related crashes has been carried out in driving simulators. It is not clear, however, to what extent simulator results can be generalized to real driving. This study compared real driving with driving in a high fidelity, moving base, driving simulator with respect to driving performance, sleep related physiology (using electroencephalography and electrooculography) and subjective sleepiness during night and day driving for 10 participants. The real road was emulated in the simulator. The results show that the simulator was associated with higher levels of subjective and physiological sleepiness than real driving. However, both for real and simulated driving, the response to night driving appears to be rather similar for subjective sleepiness and sleep physiology. Lateral variability was more responsive to night driving in the simulator, while real driving at night involved a movement to the left in the lane and a reduction of speed, both of which effects were absent in the simulator. It was concluded that the relative validity of simulators is acceptable for many variables, but that in absolute terms simulators cause higher sleepiness levels than real driving. Thus, generalizations from simulators to real driving must be made with great caution. |
doi_str_mv | 10.1016/j.aap.2012.09.033 |
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Sleepiness has been identified as one of the most important factors contributing to road crashes. However, almost all work on the detailed changes in behavior and physiology leading up to sleep related crashes has been carried out in driving simulators. It is not clear, however, to what extent simulator results can be generalized to real driving. This study compared real driving with driving in a high fidelity, moving base, driving simulator with respect to driving performance, sleep related physiology (using electroencephalography and electrooculography) and subjective sleepiness during night and day driving for 10 participants. The real road was emulated in the simulator. The results show that the simulator was associated with higher levels of subjective and physiological sleepiness than real driving. However, both for real and simulated driving, the response to night driving appears to be rather similar for subjective sleepiness and sleep physiology. Lateral variability was more responsive to night driving in the simulator, while real driving at night involved a movement to the left in the lane and a reduction of speed, both of which effects were absent in the simulator. It was concluded that the relative validity of simulators is acceptable for many variables, but that in absolute terms simulators cause higher sleepiness levels than real driving. Thus, generalizations from simulators to real driving must be made with great caution.</description><identifier>ISSN: 0001-4575</identifier><identifier>ISSN: 1879-2057</identifier><identifier>EISSN: 1879-2057</identifier><identifier>DOI: 10.1016/j.aap.2012.09.033</identifier><identifier>PMID: 23149323</identifier><language>eng</language><publisher>Kidlington: Elsevier Ltd</publisher><subject>841 Road: Road user behaviour ; accidents ; Adult ; alcohol ; Analysis of Variance ; Arousal - physiology ; Automobile Driving ; Behaviour ; Biological and medical sciences ; Circadian Rhythm ; Computer Simulation ; Crashes ; Driver fatigue ; driver sleepiness ; Driving ; Driving performance ; EEG ; Electrocardiography, Ambulatory ; Electroencephalography ; Electromyography ; Electrooculography ; EOG ; Female ; Fysiologi ; Humans ; impairment ; KSS ; Lateral ; Lateral deviation ; Lateral position ; Male ; Medical sciences ; Medicin och hälsovetenskap ; Medicinska och farmaceutiska grundvetenskaper ; Miscellaneous ; Night ; Perception ; Physiology ; position ; Prevention and actions ; professional drivers ; prolonged wakefulness ; Psykologi ; Psykologi (exklusive tillämpad psykologi) ; Public health. Hygiene ; Public health. Hygiene-occupational medicine ; risk ; Risk Assessment ; Risk Factors ; Road ; Roads ; Samhällsvetenskap ; Shift work ; Simulation ; Simulator (driving) ; Simulators ; Sleep ; Speed ; Sweden ; TECHNOLOGY ; TEKNIKVETENSKAP ; validation ; Wakefulness</subject><ispartof>Accident analysis and prevention, 2013-01, Vol.50, p.44-50</ispartof><rights>2012 Elsevier Ltd</rights><rights>2014 INIST-CNRS</rights><rights>Copyright © 2012 Elsevier Ltd. 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Sleepiness has been identified as one of the most important factors contributing to road crashes. However, almost all work on the detailed changes in behavior and physiology leading up to sleep related crashes has been carried out in driving simulators. It is not clear, however, to what extent simulator results can be generalized to real driving. This study compared real driving with driving in a high fidelity, moving base, driving simulator with respect to driving performance, sleep related physiology (using electroencephalography and electrooculography) and subjective sleepiness during night and day driving for 10 participants. The real road was emulated in the simulator. The results show that the simulator was associated with higher levels of subjective and physiological sleepiness than real driving. However, both for real and simulated driving, the response to night driving appears to be rather similar for subjective sleepiness and sleep physiology. Lateral variability was more responsive to night driving in the simulator, while real driving at night involved a movement to the left in the lane and a reduction of speed, both of which effects were absent in the simulator. It was concluded that the relative validity of simulators is acceptable for many variables, but that in absolute terms simulators cause higher sleepiness levels than real driving. Thus, generalizations from simulators to real driving must be made with great caution.</description><subject>841 Road: Road user behaviour</subject><subject>accidents</subject><subject>Adult</subject><subject>alcohol</subject><subject>Analysis of Variance</subject><subject>Arousal - physiology</subject><subject>Automobile Driving</subject><subject>Behaviour</subject><subject>Biological and medical sciences</subject><subject>Circadian Rhythm</subject><subject>Computer Simulation</subject><subject>Crashes</subject><subject>Driver fatigue</subject><subject>driver sleepiness</subject><subject>Driving</subject><subject>Driving performance</subject><subject>EEG</subject><subject>Electrocardiography, Ambulatory</subject><subject>Electroencephalography</subject><subject>Electromyography</subject><subject>Electrooculography</subject><subject>EOG</subject><subject>Female</subject><subject>Fysiologi</subject><subject>Humans</subject><subject>impairment</subject><subject>KSS</subject><subject>Lateral</subject><subject>Lateral deviation</subject><subject>Lateral position</subject><subject>Male</subject><subject>Medical sciences</subject><subject>Medicin och hälsovetenskap</subject><subject>Medicinska och farmaceutiska grundvetenskaper</subject><subject>Miscellaneous</subject><subject>Night</subject><subject>Perception</subject><subject>Physiology</subject><subject>position</subject><subject>Prevention and actions</subject><subject>professional drivers</subject><subject>prolonged wakefulness</subject><subject>Psykologi</subject><subject>Psykologi (exklusive tillämpad psykologi)</subject><subject>Public health. 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Hygiene-occupational medicine</subject><subject>risk</subject><subject>Risk Assessment</subject><subject>Risk Factors</subject><subject>Road</subject><subject>Roads</subject><subject>Samhällsvetenskap</subject><subject>Shift work</subject><subject>Simulation</subject><subject>Simulator (driving)</subject><subject>Simulators</subject><subject>Sleep</subject><subject>Speed</subject><subject>Sweden</subject><subject>TECHNOLOGY</subject><subject>TEKNIKVETENSKAP</subject><subject>validation</subject><subject>Wakefulness</subject><issn>0001-4575</issn><issn>1879-2057</issn><issn>1879-2057</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><recordid>eNqNkstuEzEYhUcIREPhAdig2SAhwQRfxmNbrKJwlSqxKLC1nN__NA5zqz0T1B0PwRPyJDgkbVeBrnzRd47Ob58se0rJnBJavd7MrR3mjFA2J3pOOL-XzaiSumBEyPvZjBBCi1JIcZI9inGTjlJJ8TA7YZyWmjM-y5bnDeJwlbvgt767yPsuH9eYB7RNHnrrctu53O8vo2-nxo59-P3z1yKHvh1s8LHvHmcPattEfHJYT7Ov7999WX4szj5_-LRcnBUgBRmL0oGyCkCWSEGUtWCKg15JV680CAZaA5QlVRakI6VSTlMHqCxnUKMEzk-zYu8bf-AwrcwQfGvDlemtN4er72mHRnDOdZn486N8wIg2wNrA2jYthvhXRxxyVWpTCw6mJCCN5aIypKZIHK0EX-nkqo-6DqF3t1Gu41BWpe-SZDfBy6Pat_7bwvThwmxHbySt1N3oOBnFlKwS_er_dOMTrhWlCX-xx1PmywnjaFofAZvGdthP0dCq0kpKrau7oKSk4k6ujFEluFC76egehdDHGLC-SUyJ2dXbbEyqt9nV2xBt0vMlzbOD_bRq0d0orvucgOcHwEawTR1sBz7ecpLoFHWX882ew9TXrcdgInjsAJ0PCKNxvf9HjD965xlJ</recordid><startdate>20130101</startdate><enddate>20130101</enddate><creator>Hallvig, David</creator><creator>Anund, Anna</creator><creator>Fors, Carina</creator><creator>Kecklund, Göran</creator><creator>Karlsson, Johan G.</creator><creator>Wahde, Mattias</creator><creator>Åkerstedt, Torbjörn</creator><general>Elsevier Ltd</general><general>Elsevier</general><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>7T2</scope><scope>7U2</scope><scope>C1K</scope><scope>7TB</scope><scope>8FD</scope><scope>FR3</scope><scope>KR7</scope><scope>ADTPV</scope><scope>AOWAS</scope><scope>DG8</scope><scope>DG7</scope><scope>F1S</scope></search><sort><creationdate>20130101</creationdate><title>Sleepy driving on the real road and in the simulator—A comparison</title><author>Hallvig, David ; Anund, Anna ; Fors, Carina ; Kecklund, Göran ; Karlsson, Johan G. ; Wahde, Mattias ; Åkerstedt, Torbjörn</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c750t-4dc8a8cc74e1c54f5283c9b7dfb9c52c99cc4418ac7d0488d91dce8a32cfe7c33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>841 Road: Road user behaviour</topic><topic>accidents</topic><topic>Adult</topic><topic>alcohol</topic><topic>Analysis of Variance</topic><topic>Arousal - physiology</topic><topic>Automobile Driving</topic><topic>Behaviour</topic><topic>Biological and medical sciences</topic><topic>Circadian Rhythm</topic><topic>Computer Simulation</topic><topic>Crashes</topic><topic>Driver fatigue</topic><topic>driver sleepiness</topic><topic>Driving</topic><topic>Driving performance</topic><topic>EEG</topic><topic>Electrocardiography, Ambulatory</topic><topic>Electroencephalography</topic><topic>Electromyography</topic><topic>Electrooculography</topic><topic>EOG</topic><topic>Female</topic><topic>Fysiologi</topic><topic>Humans</topic><topic>impairment</topic><topic>KSS</topic><topic>Lateral</topic><topic>Lateral deviation</topic><topic>Lateral position</topic><topic>Male</topic><topic>Medical sciences</topic><topic>Medicin och hälsovetenskap</topic><topic>Medicinska och farmaceutiska grundvetenskaper</topic><topic>Miscellaneous</topic><topic>Night</topic><topic>Perception</topic><topic>Physiology</topic><topic>position</topic><topic>Prevention and actions</topic><topic>professional drivers</topic><topic>prolonged wakefulness</topic><topic>Psykologi</topic><topic>Psykologi (exklusive tillämpad psykologi)</topic><topic>Public health. 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Hygiene-occupational medicine</topic><topic>risk</topic><topic>Risk Assessment</topic><topic>Risk Factors</topic><topic>Road</topic><topic>Roads</topic><topic>Samhällsvetenskap</topic><topic>Shift work</topic><topic>Simulation</topic><topic>Simulator (driving)</topic><topic>Simulators</topic><topic>Sleep</topic><topic>Speed</topic><topic>Sweden</topic><topic>TECHNOLOGY</topic><topic>TEKNIKVETENSKAP</topic><topic>validation</topic><topic>Wakefulness</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hallvig, David</creatorcontrib><creatorcontrib>Anund, Anna</creatorcontrib><creatorcontrib>Fors, Carina</creatorcontrib><creatorcontrib>Kecklund, Göran</creatorcontrib><creatorcontrib>Karlsson, Johan G.</creatorcontrib><creatorcontrib>Wahde, Mattias</creatorcontrib><creatorcontrib>Åkerstedt, Torbjörn</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Health and Safety Science Abstracts (Full archive)</collection><collection>Safety Science and Risk</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Civil Engineering Abstracts</collection><collection>SwePub</collection><collection>SwePub Articles</collection><collection>SWEPUB Linköpings universitet</collection><collection>SWEPUB Stockholms universitet</collection><collection>SWEPUB Chalmers tekniska högskola</collection><jtitle>Accident analysis and prevention</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hallvig, David</au><au>Anund, Anna</au><au>Fors, Carina</au><au>Kecklund, Göran</au><au>Karlsson, Johan G.</au><au>Wahde, Mattias</au><au>Åkerstedt, Torbjörn</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Sleepy driving on the real road and in the simulator—A comparison</atitle><jtitle>Accident analysis and prevention</jtitle><addtitle>Accid Anal Prev</addtitle><date>2013-01-01</date><risdate>2013</risdate><volume>50</volume><spage>44</spage><epage>50</epage><pages>44-50</pages><issn>0001-4575</issn><issn>1879-2057</issn><eissn>1879-2057</eissn><abstract>► Driving in a simulator leads to higher subjective and physiological sleepiness than driving on a real road, both at night and during daytime. ► However, the nighttime increase in sleepiness shows a high correlation between the two conditions. ► Night driving on the real road leads to reduced speed and a more leftward position on the road compared to simulator driving.
Sleepiness has been identified as one of the most important factors contributing to road crashes. However, almost all work on the detailed changes in behavior and physiology leading up to sleep related crashes has been carried out in driving simulators. It is not clear, however, to what extent simulator results can be generalized to real driving. This study compared real driving with driving in a high fidelity, moving base, driving simulator with respect to driving performance, sleep related physiology (using electroencephalography and electrooculography) and subjective sleepiness during night and day driving for 10 participants. The real road was emulated in the simulator. The results show that the simulator was associated with higher levels of subjective and physiological sleepiness than real driving. However, both for real and simulated driving, the response to night driving appears to be rather similar for subjective sleepiness and sleep physiology. Lateral variability was more responsive to night driving in the simulator, while real driving at night involved a movement to the left in the lane and a reduction of speed, both of which effects were absent in the simulator. It was concluded that the relative validity of simulators is acceptable for many variables, but that in absolute terms simulators cause higher sleepiness levels than real driving. Thus, generalizations from simulators to real driving must be made with great caution.</abstract><cop>Kidlington</cop><pub>Elsevier Ltd</pub><pmid>23149323</pmid><doi>10.1016/j.aap.2012.09.033</doi><tpages>7</tpages></addata></record> |
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subjects | 841 Road: Road user behaviour accidents Adult alcohol Analysis of Variance Arousal - physiology Automobile Driving Behaviour Biological and medical sciences Circadian Rhythm Computer Simulation Crashes Driver fatigue driver sleepiness Driving Driving performance EEG Electrocardiography, Ambulatory Electroencephalography Electromyography Electrooculography EOG Female Fysiologi Humans impairment KSS Lateral Lateral deviation Lateral position Male Medical sciences Medicin och hälsovetenskap Medicinska och farmaceutiska grundvetenskaper Miscellaneous Night Perception Physiology position Prevention and actions professional drivers prolonged wakefulness Psykologi Psykologi (exklusive tillämpad psykologi) Public health. Hygiene Public health. Hygiene-occupational medicine risk Risk Assessment Risk Factors Road Roads Samhällsvetenskap Shift work Simulation Simulator (driving) Simulators Sleep Speed Sweden TECHNOLOGY TEKNIKVETENSKAP validation Wakefulness |
title | Sleepy driving on the real road and in the simulator—A comparison |
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