{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T12:21:03Z","timestamp":1742991663645,"version":"3.40.3"},"publisher-location":"Cham","reference-count":41,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030110505"},{"type":"electronic","value":"9783030110512"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-11051-2_13","type":"book-chapter","created":{"date-parts":[[2019,1,5]],"date-time":"2019-01-05T15:53:58Z","timestamp":1546703638000},"page":"82-90","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Weighing the Importance of Drivers\u2019 Workload Measurement Standardization"],"prefix":"10.1007","author":[{"given":"Eduarda","family":"Pereira","sequence":"first","affiliation":[]},{"given":"Susana","family":"Costa","sequence":"additional","affiliation":[]},{"given":"N\u00e9lson","family":"Costa","sequence":"additional","affiliation":[]},{"given":"Pedro","family":"Arezes","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,1,6]]},"reference":[{"key":"13_CR1","first-page":"1","volume":"3","author":"C Ahlstr\u00f6m","year":"2012","unstructured":"Ahlstr\u00f6m, C., Kircher, K., Fors, C., Dukic, T., Patten, C., Anund, A.: Measuring driver impairments: sleepiness, distraction, and workload. EEE PULSE 3, 1\u20139 (2012)","journal-title":"EEE PULSE"},{"issue":"4","key":"13_CR2","doi-asserted-by":"publisher","first-page":"533","DOI":"10.1016\/j.apergo.2010.08.012","volume":"42","author":"MS Young","year":"2011","unstructured":"Young, M.S., Birrell, S.A., Stanton, N.A.: Safe driving in a green world: a review of driver performance benchmarks and technologies to support \u2018smart\u2019 driving. Appl. Ergon. 42(4), 533\u2013539 (2011)","journal-title":"Appl. Ergon."},{"issue":"5","key":"13_CR3","doi-asserted-by":"publisher","first-page":"e0176962","DOI":"10.1371\/journal.pone.0176962","volume":"12","author":"Y Zhang","year":"2017","unstructured":"Zhang, Y., Kumada, T.: Relationship between workload and mind-wandering in simulated driving. PLoS One 12(5), e0176962 (2017). https:\/\/doi.org\/10.1371\/journal.pone.0176962","journal-title":"PLoS One"},{"key":"13_CR4","unstructured":"Costa, S., Sim\u00f5es, P., Costa, N., Arezes, P.: A Cooperative Human-Machine Interaction Warning Strategy for the Semi-Autonomous Driving Context, 1\u20137 (2017)"},{"key":"13_CR5","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1016\/j.trf.2016.11.010","volume":"45","author":"D Pecchini","year":"2017","unstructured":"Pecchini, D., Roncella, R., Forlani, G., Giuliani, F.: Measuring driving workload of heavy vehicles at roundabouts. Transp. Res. Part F 45, 27\u201342 (2017)","journal-title":"Transp. Res. Part F"},{"key":"13_CR6","unstructured":"Fitzpatrick, K., Chrysler, S., Park, E.S., Nelson, A., Robertson, J., Iragavarapu, V.: Driver Workload at Higher Speeds. FHWA\/TX-10\/0-5911-1, FHWA (2010)"},{"key":"13_CR7","doi-asserted-by":"crossref","unstructured":"Ba, Y., Zhang, W.: A review of driver mental workload in driver-vehicle-environment system. Internationalization, Design and Global Development (2011)","DOI":"10.1007\/978-3-642-21660-2_14"},{"issue":"5","key":"13_CR8","doi-asserted-by":"publisher","first-page":"e0156512","DOI":"10.1371\/journal.pone.0156512Colquhoun","volume":"11","author":"HJ Foy","year":"2016","unstructured":"Foy, H.J., Runham, P., Chapman, P.: Prefrontal cortex activation and young driver behaviour: a fNIRS study. PLoS One 11(5), e0156512 (2016). https:\/\/doi.org\/10.1371\/journal.pone.0156512Colquhoun","journal-title":"PLoS One"},{"key":"13_CR9","first-page":"207","volume-title":"Multiple Task Performance","author":"FT Eggemeier","year":"1991","unstructured":"Eggemeier, F.T., Wilson, G.F., Kramer, A.F., Damos, D.L.: General considerations concerning workload assessment in multi-task environments. In: Damos, D.L. (ed.) Multiple Task Performance, pp. 207\u2013216. T&F, London (1991)"},{"key":"13_CR10","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1080\/00140139.2014.956151","volume":"58","author":"MS Young","year":"2015","unstructured":"Young, M.S., Brookhuis, K.A., Wickens, C.D., Hancock, P.A.: State of science: mental workload in ergonomics. Ergonomics 58, 1\u201317 (2015)","journal-title":"Ergonomics"},{"key":"13_CR11","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1016\/j.apergo.2016.12.015","volume":"61","author":"T Heine","year":"2017","unstructured":"Heine, T., Lenis, G., Reichensperger, P., Beran, T., Doessel, O., Deml, B.: Electrocardiographic features for the measurement of drivers\u2019 mental workload. Appl. Ergonomics 61, 31\u201343 (2017). https:\/\/doi.org\/10.1016\/j.apergo.2016.12.015","journal-title":"Appl. Ergonomics"},{"key":"13_CR12","first-page":"13","volume-title":"Stress, Workload, and Fatigue","author":"PA Hancock","year":"2001","unstructured":"Hancock, P.A., Desmond, P.A.: Preface. In: Hancock, P.A., Desmond, P.A. (eds.) Stress, Workload, and Fatigue, pp. 13\u201315. Lawrence Erlbaum Associates, Mahwah (2001)"},{"key":"13_CR13","unstructured":"Coughlin, J.F., Reimer, B., Mehler, B.: Driver wellness, safety & the development of an awarecar. Mass Inst. Technol., 1\u201315 (2009)"},{"issue":"3","key":"13_CR14","doi-asserted-by":"publisher","first-page":"898","DOI":"10.1016\/j.aap.2009.06.001","volume":"42","author":"KA Brookhuis","year":"2010","unstructured":"Brookhuis, K.A., de Waard, D.: Monitoring drivers\u2019 mental workload in driving simulators using physiological measures. Accid. Anal. Prev. 42(3), 898\u2013903 (2010). H Associates, Mahwah, NJ, pp. 13-15","journal-title":"Accid. Anal. Prev."},{"issue":"2","key":"13_CR15","doi-asserted-by":"publisher","first-page":"203","DOI":"10.3390\/ijerph14020203","volume":"14","author":"N Lyu","year":"2017","unstructured":"Lyu, N., Xie, L., Wu, C., Fu, Q., Deng, C.: Ariver\u2019s cognitive workload and driving performance under traffic sign information exposure in complex environments: a case study of the highways in China. Int. J. Environ. Res. Public Health 14(2), 203 (2017)","journal-title":"Int. J. Environ. Res. Public Health"},{"key":"13_CR16","volume-title":"The Measurement of Drivers\u2019 Mental Workload","author":"D De Waard","year":"1996","unstructured":"De Waard, D.: The Measurement of Drivers\u2019 Mental Workload. Groningen University, Traffic Research Center, Groningen (1996)"},{"issue":"1","key":"13_CR17","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1371\/journal.pone.0191500","volume":"13","author":"M Karthaus","year":"2018","unstructured":"Karthaus, M., Wascher, E., Getzmann, S.: Proactive vs. reactive car driving: EEG evidence for different driving strategies of older drivers. PLoS One 13(1), 19\u20131500 (2018). https:\/\/doi.org\/10.1371\/journal.pone.0191500 . Omation (pp. 37\u201346). Springer International Publishing","journal-title":"PLoS One"},{"key":"13_CR18","doi-asserted-by":"crossref","unstructured":"Pfeffer, S., Decker, P., Maier, T., Stricker, E.: Estimation of operator input and output workload in complex human-machine-systems for usability issues with iFlow. In: Harris D. (eds.) Engineering Psychology and Cognitive Ergonomics. Understanding Human Cognition. EPCE 2013. Lecture Notes in Computer Science, vol. 8019. Springer, Berlin, Heidelberg (2013)","DOI":"10.1007\/978-3-642-39360-0_19"},{"key":"13_CR19","doi-asserted-by":"publisher","first-page":"295","DOI":"10.1177\/0018720814542651","volume":"228","author":"P Aric\u00f2","year":"2016","unstructured":"Aric\u00f2, P., Borghini, G., Di Flumeri, G., Colosimo, A., Pozzi, S., Babiloni, F.: A passive brain\u2013computer interface application for the mental workload assessment on professional air traffic controllers during realistic air traffic control tasks. Prog. Brain Res. 228, 295\u2013328 (2016). https:\/\/doi.org\/10.1177\/0018720814542651","journal-title":"Prog. Brain Res."},{"key":"13_CR20","doi-asserted-by":"crossref","unstructured":"Wickens, C.D.: Processing resources and attention. Multiple-task performance, 3\u201334 (1991)","DOI":"10.1201\/9781003069447-2"},{"key":"13_CR21","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1016\/j.trf.2014.06.006","volume":"26","author":"F Platten","year":"2014","unstructured":"Platten, F., Schwalm, M., H\u00fclsmann, J., Krems, J.: Analysis of compensative behavior in demanding driving situations. Transp. Res. Part F: Traffic Psychol. Behav. 26, 38\u201348 (2014)","journal-title":"Transp. Res. Part F: Traffic Psychol. Behav."},{"key":"13_CR22","doi-asserted-by":"crossref","unstructured":"Shakouri, M., Ikuma, L.H., Aghazadeh, F., Nahmens, I.: Analysis of the sensitivity of heart rate variability and subjective workload measures in a driving simulator: the case of highway work zones. Int. J. Ind. Ergon. 66, 136\u2013145 (2018)","DOI":"10.1016\/j.ergon.2018.02.015"},{"key":"13_CR23","volume-title":"Nasa-task Load Index (NASA-TLX); 20 Years Later","author":"SG Hart","year":"2006","unstructured":"Hart, S.G.: Nasa-task Load Index (NASA-TLX); 20 Years Later. Moffett Field, Santa Clara County (2006)"},{"key":"13_CR24","unstructured":"Wickens, C.D., Hollands, J.G.: Engineering Psychology and Human Performance (2000)"},{"key":"13_CR25","doi-asserted-by":"crossref","unstructured":"Horrey, W.J., Lesch, M.F., Garabet, A., Simmons, L., Maikala, R.: Distraction and task engagement: how interesting and boring information impact driving performance and subjective and physiological responses. Appl. Ergon. 58, 342\u2013348 (2017). https:\/\/doi.org\/10.1016\/j.apergo.2016.07.011","DOI":"10.1016\/j.apergo.2016.07.011"},{"key":"13_CR26","doi-asserted-by":"crossref","unstructured":"Xing, Y., Lv, C., Cao, D., Wang, H., Zhao, Y.: Driver workload estimation using a novel hybrid method of error reduction ratio causality and support vector machine. Measurement 114, 390\u2013397 (2017)","DOI":"10.1016\/j.measurement.2017.10.002"},{"key":"13_CR27","volume-title":"Cognitive Processes and Performance","author":"RD O\u2019Donnell","year":"1986","unstructured":"O\u2019Donnell, R.D., Eggemeie, F.T.: Workload assessment methodology. In: Boff, K.R., Kaufman, L., Thomas, J.P. (eds.) Cognitive Processes and Performance. Wiley, Hoboken (1986)"},{"key":"13_CR28","doi-asserted-by":"publisher","first-page":"134","DOI":"10.1016\/j.ergon.2018.01.009","volume":"64","author":"D Ruscio","year":"2018","unstructured":"Ruscio, D., Caruso, G., Mussone, L., Bordegoni, M.: Eco-driving for the first time: the implications of advanced assisting technologies in supporting pro-environmental changes. Int. J. Ind. Ergon. 64, 134\u2013142 (2018)","journal-title":"Int. J. Ind. Ergon."},{"key":"13_CR29","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1016\/j.apergo.2016.12.015","volume":"61","author":"T Heine","year":"2017","unstructured":"Heine, T., Lenis, G., Reichensperger, P., Beran, T., Doessel, O., Deml, B.: Electrocardiographic features for the measurement of drivers\u2019 mental workload. Appl. Ergon. 61, 31\u201343 (2017)","journal-title":"Appl. Ergon."},{"key":"13_CR30","first-page":"207","volume-title":"Multiple Task Performance","author":"FT Eggemeier","year":"1991","unstructured":"Eggemeier, F.T., Wilson, G.F., Kramer, A.F., Damos, D.L.: Workload assessment in multi-task environments. In: Damos, D.L. (ed.) Multiple Task Performance, pp. 207\u2013216. Taylor & Francis, London (1991)"},{"key":"13_CR31","doi-asserted-by":"publisher","first-page":"207","DOI":"10.1016\/j.trf.2013.12.005","volume":"22","author":"E Teh","year":"2013","unstructured":"Teh, E., Jamson, S., Carsten, O., Jamson, H.: Temporal fluctuations in driving demand: The effect of traffic complexity on subjective measures of workload and driving performance. Transp. Res. Part F: Traffic Psychol. Behav. 22, 207\u2013217 (2013)","journal-title":"Transp. Res. Part F: Traffic Psychol. Behav."},{"key":"13_CR32","doi-asserted-by":"publisher","first-page":"94","DOI":"10.1016\/j.trf.2012.12.007","volume":"18","author":"A Ronen","year":"2013","unstructured":"Ronen, A., Yair, N.: The adaptation period to a driving simulator. Transp. Res. Part F: Traffic Psychol. Behav. 18, 94\u2013106 (2013)","journal-title":"Transp. Res. Part F: Traffic Psychol. Behav."},{"key":"13_CR33","doi-asserted-by":"publisher","first-page":"273","DOI":"10.1016\/j.apergo.2017.12.006","volume":"68","author":"J Rose","year":"2018","unstructured":"Rose, J., Bearman, C., Dorrian, J.: The low-event task subjective situation awareness (LETSSA) technique: development and evaluation of a new subjective measure of situation awareness. Appl. Ergon. 68, 273\u2013282 (2018)","journal-title":"Appl. Ergon."},{"key":"13_CR34","unstructured":"Di Stasi, L.L., Renner, R., Catena, A., Ca\u00f1as, J.J., Velichkovsky, B.M., & Pannasch, S.: Towards a driver fatigue test based on the saccadic main sequence: a partial validation by subjective report data. Trans. Res. Part C: Emerg. Technol. 21(1), 122\u2013133 (2012)"},{"key":"13_CR35","unstructured":"Hajek, W., Gaponova, I., Fleischer, K.H., & Krems, J.: Workload-adaptive cruise control? A new generation of advanced driver assistance systems. Transp. Res. Part F: Traffic Psychol. Behav. 20, 108\u2013120 (2013)"},{"key":"13_CR36","doi-asserted-by":"publisher","first-page":"237","DOI":"10.1016\/j.apergo.2017.10.009","volume":"67","author":"SM Ko","year":"2018","unstructured":"Ko, S.M., Ji, Y.G.: How we can measure the non-driving-task engagement in automated driving: comparing flow experience and workload. Appl. Ergon. 67, 237\u2013245 (2018)","journal-title":"Appl. Ergon."},{"issue":"4","key":"13_CR37","doi-asserted-by":"publisher","first-page":"517","DOI":"10.1080\/00140139.2017.1369583","volume":"61","author":"E Galy","year":"2018","unstructured":"Galy, E., Paxion, J., Berthelon, C.: Measuring mental workload with the NASA-TLX needs to examine each dimension rather than relying on the global score: an example with driving. Ergonomics 61(4), 517\u2013527 (2018). https:\/\/doi.org\/10.1080\/00140139.2017.1369583","journal-title":"Ergonomics"},{"key":"13_CR38","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1016\/j.ijpsycho.2014.01.010","volume":"92","author":"A Stuiver","year":"2014","unstructured":"Stuiver, A., Brookhuis, K.A., de Waard, D., Mulder, B.: Short-term cardiovascular measures for driver support: increasing sensitivity for detecting changes in mental workload. Int. J. Psychophysiol. 92, 35\u201341 (2014)","journal-title":"Int. J. Psychophysiol."},{"key":"13_CR39","doi-asserted-by":"publisher","first-page":"1295","DOI":"10.1080\/00140130802120267","volume":"51","author":"M de Rivecourt","year":"2008","unstructured":"de Rivecourt, M., Kuperus, M.N., Post, W.J., Mulder, L.J.M.: Cardiovascular and eye activity measures as indices for momentary changes in mental effort during simulated flight. Ergonomics 51, 1295\u20131319 (2008)","journal-title":"Ergonomics"},{"key":"13_CR40","doi-asserted-by":"publisher","first-page":"929","DOI":"10.1016\/j.apergo.2009.01.004","volume":"40","author":"D Baldauf","year":"2009","unstructured":"Baldauf, D., Burgard, E., Wittmann, M.: Time perception as a workload measure in simulated car driving. Appl. Ergon. 40, 929\u2013935 (2009)","journal-title":"Appl. Ergon."},{"key":"13_CR41","first-page":"257","volume-title":"An Approach to Systems Integration","author":"SG Hart","year":"1990","unstructured":"Hart, S.G., Wickens, C.D.: Workload assessment and prediction. In: Booher, H.R. (ed.) An Approach to Systems Integration, pp. 257\u2013296. Van Nostrand Reinhold, New York (1990)"}],"container-title":["Advances in Intelligent Systems and Computing","Intelligent Human Systems Integration 2019"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-11051-2_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,21]],"date-time":"2020-11-21T20:02:30Z","timestamp":1605988950000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-11051-2_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030110505","9783030110512"],"references-count":41,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-11051-2_13","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"6 January 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IHSI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Intelligent Human Systems Integration","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"San Diego, CA","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"USA","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 February 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10 February 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ihsi2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.ihsint.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}