Skip to main content

2020 | OriginalPaper | Buchkapitel

The Role of Attentional Networks in Secondary Task Engagement in the Context of Partially Automated Driving

verfasst von : Rui Lin, Yuchen Xu, Wei Zhang

Erschienen in: Advances in Human Aspects of Transportation

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The usage of partially automated systems has transformed certain traditional driving into monitoring tasks. Simultaneously, drivers may voluntarily switch attention to engage in a secondary visual task. The main purpose of this study was to explore how individuals’ attentional networks (i.e., alerting, orienting, and executive control) influence their visual attention allocation between monitoring and visual secondary tasks. In this study, we simulated specific dual-task condition by a well-controlled monitoring task combined with a visual secondary task. Participants’ visual attention allocation behaviour and task performances were compared with their attentional functions measured by standard Attention Network Test. Two attentional components’ significant effects were found: First, participants with more efficient alerting network spent less time on the monitoring task and exhibited more frequent switching behaviour. Second, participants with more efficient orienting networks showed longer reaction times in the secondary task and conducted less consecutive secondary task trials in once switching.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Solís-Marcos, I., Ahlström, C., Kircher, K.: Performance of an additional task during level 2 automated driving: an on-road study comparing drivers with and without experience with partial automation. Hum. Factors 60, 778–792 (2018)CrossRef Solís-Marcos, I., Ahlström, C., Kircher, K.: Performance of an additional task during level 2 automated driving: an on-road study comparing drivers with and without experience with partial automation. Hum. Factors 60, 778–792 (2018)CrossRef
2.
Zurück zum Zitat Miller, D., Sun, A., Johns, M., Ive, H., Sirkin, D., Aich, S., Ju, W.: Distraction becomes engagement in automated driving. In: Proceedings of the Human Factors and Ergonomics Society Annual Meeting. pp. 1676–1680 (2015) Miller, D., Sun, A., Johns, M., Ive, H., Sirkin, D., Aich, S., Ju, W.: Distraction becomes engagement in automated driving. In: Proceedings of the Human Factors and Ergonomics Society Annual Meeting. pp. 1676–1680 (2015)
3.
Zurück zum Zitat Hartono, B., Gozali, M.: Secondary task and risky driving behavior: a test of the mediating effect of situation awareness. Int. J. Occup. Saf. Ergon. 21, 399–404 (2015)CrossRef Hartono, B., Gozali, M.: Secondary task and risky driving behavior: a test of the mediating effect of situation awareness. Int. J. Occup. Saf. Ergon. 21, 399–404 (2015)CrossRef
4.
Zurück zum Zitat Fracker, M.L.: Attention Allocation in Situation Awareness. In: Proceedings of the Human Factors Society Annual Meeting. pp. 1396–1400, Sage, Los Angeles (1989) Fracker, M.L.: Attention Allocation in Situation Awareness. In: Proceedings of the Human Factors Society Annual Meeting. pp. 1396–1400, Sage, Los Angeles (1989)
5.
Zurück zum Zitat Klauer, S.G., Dingus, T.A., Neale, V.L., Sudweeks, J.D., Ramsey, D.J.: The Impact of Driver Inattention on Near-Crash/Crash Risk: An Analysis Using the 100-Car Naturalistic Driving Study Data. National Highway Traffic Safety Administration, Washington, DC (2006) Klauer, S.G., Dingus, T.A., Neale, V.L., Sudweeks, J.D., Ramsey, D.J.: The Impact of Driver Inattention on Near-Crash/Crash Risk: An Analysis Using the 100-Car Naturalistic Driving Study Data. National Highway Traffic Safety Administration, Washington, DC (2006)
6.
Zurück zum Zitat Horrey, W.J., Wickens, C.D., Consalus, K.P.: Modeling drivers’ visual attention allocation while interacting with in-vehicle technologies. J. Exp. Psychol. Appl. 12, 67–78 (2006)CrossRef Horrey, W.J., Wickens, C.D., Consalus, K.P.: Modeling drivers’ visual attention allocation while interacting with in-vehicle technologies. J. Exp. Psychol. Appl. 12, 67–78 (2006)CrossRef
7.
Zurück zum Zitat Nobre, A.C.: Attention. In: Wixted, J.T. (ed.) Stevens’ Handbook of Experimental Psychology and Cognitive Neuroscience, pp. 1–75. Wiley, Hoboken (2018) Nobre, A.C.: Attention. In: Wixted, J.T. (ed.) Stevens’ Handbook of Experimental Psychology and Cognitive Neuroscience, pp. 1–75. Wiley, Hoboken (2018)
8.
Zurück zum Zitat Posner, M.I., Petersen, S.E.: The attention system of the human brain. Annu. Rev. Neurosci. 13, 25–42 (1990)CrossRef Posner, M.I., Petersen, S.E.: The attention system of the human brain. Annu. Rev. Neurosci. 13, 25–42 (1990)CrossRef
10.
Zurück zum Zitat Posner, M.I.: Orienting of attention. Q. J. Exp. Psychol. 32, 3–25 (1980)CrossRef Posner, M.I.: Orienting of attention. Q. J. Exp. Psychol. 32, 3–25 (1980)CrossRef
11.
Zurück zum Zitat Fan, J., McCandliss, B.D., Sommer, T., Raz, A., Posner, M.I.: Testing the efficiency and independence of attentional networks. J. Cogn. Neurosci. 14, 340–347 (2002)CrossRef Fan, J., McCandliss, B.D., Sommer, T., Raz, A., Posner, M.I.: Testing the efficiency and independence of attentional networks. J. Cogn. Neurosci. 14, 340–347 (2002)CrossRef
12.
Zurück zum Zitat Callejas, A., Lupianez, J., Funes, M.J., Tudela, P.: Modulations among the alerting, orienting and executive control networks. Exp. Brain Res. 167, 27–37 (2005)CrossRef Callejas, A., Lupianez, J., Funes, M.J., Tudela, P.: Modulations among the alerting, orienting and executive control networks. Exp. Brain Res. 167, 27–37 (2005)CrossRef
13.
Zurück zum Zitat Lin, R., Liu, N., Ma, L., Zhang, T., Zhang, W.: Exploring the self-regulation of secondary task engagement in the context of partially automated driving: a pilot study. Transp. Res. Part F Traffic Psychol. Behav. 64, 147–160 (2019)CrossRef Lin, R., Liu, N., Ma, L., Zhang, T., Zhang, W.: Exploring the self-regulation of secondary task engagement in the context of partially automated driving: a pilot study. Transp. Res. Part F Traffic Psychol. Behav. 64, 147–160 (2019)CrossRef
14.
Zurück zum Zitat Liu, P., Yang, W., Yuan, X., Bi, C., Chen, A., Huang, X.: Individual alerting efficiency modulates time perception. Front. Psychol. 6, 386 (2015) Liu, P., Yang, W., Yuan, X., Bi, C., Chen, A., Huang, X.: Individual alerting efficiency modulates time perception. Front. Psychol. 6, 386 (2015)
15.
Zurück zum Zitat Cohen, A.-L., Hicks, J.L.: Selected topics in prospective memory. In: Cohen, A.-L., Hicks, J.L. (eds.) Prospective Memory: Remembering to Remember, Remembering to Forget, pp. 1–19. Springer International Publishing, Cham (2017)CrossRef Cohen, A.-L., Hicks, J.L.: Selected topics in prospective memory. In: Cohen, A.-L., Hicks, J.L. (eds.) Prospective Memory: Remembering to Remember, Remembering to Forget, pp. 1–19. Springer International Publishing, Cham (2017)CrossRef
Metadaten
Titel
The Role of Attentional Networks in Secondary Task Engagement in the Context of Partially Automated Driving
verfasst von
Rui Lin
Yuchen Xu
Wei Zhang
Copyright-Jahr
2020
DOI
https://doi.org/10.1007/978-3-030-50943-9_27

    Premium Partner