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Detecting inattentiveness caused by mind-wandering during a driving task : A behavioral study
| Title: | Detecting inattentiveness caused by mind-wandering during a driving task : A behavioral study |
| Authors: | Yoshida, Kazuki Browse this author →KAKEN DB | | Sawamura, Daisuke Browse this author →KAKEN DB | | Yagi, Mikio Browse this author | | Nakashima, Yu Browse this author | | Saito, Ryuji Browse this author | | Yamamura, Nao Browse this author | | Ogasawara, Katsuhiko Browse this author →KAKEN DB | | Sakai, Shinya Browse this author →KAKEN DB |
| Keywords: | Driving | | Mind-wandering | | SART | | Attention | | Thought probe |
| Issue Date: | Jan-2023 |
| Publisher: | Elsevier |
| Journal Title: | Applied Ergonomics |
| Volume: | 106 |
| Start Page: | 103892 |
| Publisher DOI: | 10.1016/j.apergo.2022.103892 |
| PMID: | 36191405 |
| Abstract: | This study aims to investigate whether behavioral variability and participants' self-ratings can be used to detect mind-wandering while driving and to examine their effects on braking performance during a driving task. We created a novel driving task and added a sustained attention response task (SART). We examined the effects of mind-wandering on braking performance and whether mind-wandering could be detected from SART response variability. The within-subjects results showed that self-reports of inattentiveness during driving correlated significantly with SART response variability. Multiple regression analysis with brake reaction time as the dependent variable revealed a significant relationship between self-reports of inattentiveness and mind -wandering. However, there were no other consistent linear associations between mind-wandering and SART response variability. Our results not only suggest that inattentiveness to driving caused by mind-wandering impairs braking performance but also emphasize the importance and difficulty of detecting this state from behavioral data alone. |
| Type: | article |
| URI: | http://hdl.handle.net/2115/87305 |
| Appears in Collections: | 保健科学院・保健科学研究院 (Graduate School of Health Sciences / Faculty of Health Sciences) > 雑誌発表論文等 (Peer-reviewed Journal Articles, etc)
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