{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,16]],"date-time":"2026-06-16T04:53:41Z","timestamp":1781585621939,"version":"3.54.5"},"reference-count":87,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2024,3,20]],"date-time":"2024-03-20T00:00:00Z","timestamp":1710892800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,3,20]],"date-time":"2024-03-20T00:00:00Z","timestamp":1710892800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"name":"KangJiang","award":["52172344"],"award-info":[{"award-number":["52172344"]}]},{"name":"Zhenhua Yu","award":["51905142"],"award-info":[{"award-number":["51905142"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Cogn Tech Work"],"published-print":{"date-parts":[[2024,6]]},"DOI":"10.1007\/s10111-024-00756-8","type":"journal-article","created":{"date-parts":[[2024,3,20]],"date-time":"2024-03-20T09:48:33Z","timestamp":1710928113000},"page":"225-245","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":16,"title":["Emotion-matched in-vehicle assistants: an exploration in regulating drivers' incidental emotions and enhancing takeover performance and situational awareness"],"prefix":"10.1007","volume":"26","author":[{"given":"Yu","family":"Zhao","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kang","family":"Jiang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhenhua","family":"Yu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhipeng","family":"Huang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2024,3,20]]},"reference":[{"issue":"5","key":"756_CR1","doi-asserted-by":"publisher","first-page":"2","DOI":"10.17705\/1jais.00267","volume":"12","author":"S Al-Natour","year":"2011","unstructured":"Al-Natour S, Benbasat I, Cenfetelli R (2011) The adoption of online shopping assistants: perceived similarity as an antecedent to evaluative beliefs. J Assoc Inf Syst 12(5):2. https:\/\/doi.org\/10.17705\/1jais.00267","journal-title":"J Assoc Inf Syst"},{"key":"756_CR2","volume-title":"Publication manual of the American psychological association","author":"AP Association","year":"2010","unstructured":"AP Association (2010) Publication manual of the American psychological association. American Psychological Association, Worcester"},{"key":"756_CR3","unstructured":"Athanaselis T, Bakamidis S, Dologlou I (2006) Recognising verbal content of emotionally coloured speech. In: 2006 14th European Signal Processing Conference, 4\u20138 Sep 2006"},{"key":"756_CR4","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyg.2020.609124","volume":"11","author":"AJ B\u00e9quet","year":"2020","unstructured":"B\u00e9quet AJ, Hidalgo-Mu\u00f1oz AR, Jallais C (2020) Towards mindless stress regulation in advanced driver assistance systems: a systematic review. Front Psychol 11:609124","journal-title":"Front Psychol"},{"issue":"4","key":"756_CR5","doi-asserted-by":"publisher","first-page":"537","DOI":"10.1111\/j.2044-8295.1972.tb01304.x","volume":"63","author":"AD Baddeley","year":"1972","unstructured":"Baddeley AD (1972) Selective attention and performance in dangerous environmENTS. Br J Psychol 63(4):537\u2013546. https:\/\/doi.org\/10.1111\/j.2044-8295.1972.tb01304.x","journal-title":"Br J Psychol"},{"key":"756_CR6","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1016\/j.trf.2018.04.001","volume":"56","author":"P Bazilinskyy","year":"2018","unstructured":"Bazilinskyy P, Petermeijer SM, Petrovych V, Dodou D, de Winter JCF (2018) Take-over requests in highly automated driving: a crowdsourcing survey on auditory, vibrotactile, and visual displays. Transport Res Part F Traffic Psychol Behav 56:82\u201398. https:\/\/doi.org\/10.1016\/j.trf.2018.04.001","journal-title":"Transport Res Part F Traffic Psychol Behav"},{"issue":"6","key":"756_CR7","doi-asserted-by":"publisher","first-page":"1054","DOI":"10.1037\/0021-9010.90.6.1054","volume":"90","author":"DJ Beal","year":"2005","unstructured":"Beal DJ, Weiss HM, Barros E, MacDermid SM (2005) An episodic process model of affective influences on performance. J Appl Psychol 90(6):1054. https:\/\/doi.org\/10.1037\/0021-9010.90.6.1054","journal-title":"J Appl Psychol"},{"key":"756_CR8","doi-asserted-by":"publisher","first-page":"422","DOI":"10.1016\/j.inffus.2020.11.007","volume":"76","author":"I Bendjoudi","year":"2021","unstructured":"Bendjoudi I, Vanderhaegen F, Hamad D, Dornaika F (2021) Multi-label, multi-task CNN approach for context-based emotion recognition. Inf Fusion 76:422\u2013428","journal-title":"Inf Fusion"},{"key":"756_CR9","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1016\/j.arcontrol.2017.09.010","volume":"44","author":"B Berberian","year":"2017","unstructured":"Berberian B, Somon B, Saha\u00ef A, Gouraud J (2017) The out-of-the-loop brain: a neuroergonomic approach of the human automation interaction. Annu Rev Control 44:303\u2013315. https:\/\/doi.org\/10.1016\/j.arcontrol.2017.09.010","journal-title":"Annu Rev Control"},{"issue":"2","key":"756_CR10","doi-asserted-by":"publisher","first-page":"229","DOI":"10.1037\/0033-2909.99.2.229","volume":"99","author":"PH Blaney","year":"1986","unstructured":"Blaney PH (1986) Affect and memory: a review. Psychol Bull 99(2):229. https:\/\/doi.org\/10.1037\/0033-2909.99.2.229","journal-title":"Psychol Bull"},{"issue":"1","key":"756_CR11","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1016\/0005-7916(94)90063-9","volume":"25","author":"MM Bradley","year":"1994","unstructured":"Bradley MM, Lang PJ (1994) Measuring emotion: the self-assessment manikin and the semantic differential. J Behav Ther Exp Psychiatry 25(1):49\u201359. https:\/\/doi.org\/10.1016\/0005-7916(94)90063-9","journal-title":"J Behav Ther Exp Psychiatry"},{"key":"756_CR12","doi-asserted-by":"crossref","unstructured":"Braun M, Mainz A, Chadowitz R, Pfleging B, Alt F (2019a) At your service: designing voice assistant personalities to improve automotive user interfaces. In: Proceedings of the 2019 CHI conference on human factors in computing systems","DOI":"10.1145\/3290605.3300270"},{"key":"756_CR13","doi-asserted-by":"publisher","unstructured":"Braun M, Mainz A, Chadowitz R, Pfleging B, Alt F (2019b) At your service: designing voice assistant personalities to improve automotive user interfaces. In: Proceedings of the 2019 CHI conference on human factors in computing systems, Glasgow. https:\/\/doi.org\/10.1145\/3290605.3300270","DOI":"10.1145\/3290605.3300270"},{"issue":"1","key":"756_CR14","doi-asserted-by":"publisher","first-page":"21","DOI":"10.3390\/mti3010021","volume":"3","author":"M Braun","year":"2019","unstructured":"Braun M, Schubert J, Pfleging B, Alt F (2019c) Improving driver emotions with affective strategies. Multimodal Technol Interact 3(1):21. https:\/\/doi.org\/10.3390\/mti3010021","journal-title":"Multimodal Technol Interact"},{"issue":"7","key":"756_CR15","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1145\/3460938","volume":"54","author":"M Braun","year":"2021","unstructured":"Braun M, Weber F, Alt F (2021) Affective automotive user interfaces\u2013reviewing the state of driver affect research and emotion regulation in the car. ACM Comput Surv 54(7):137. https:\/\/doi.org\/10.1145\/3460938","journal-title":"ACM Comput Surv"},{"issue":"1","key":"756_CR16","doi-asserted-by":"publisher","first-page":"213","DOI":"10.1016\/j.jad.2006.01.015","volume":"93","author":"EL Bulmash","year":"2006","unstructured":"Bulmash EL, Moller HJ, Kayumov L, Shen J, Wang X, Shapiro CM (2006) Psychomotor disturbance in depression: assessment using a driving simulator paradigm. J Affect Disord 93(1):213\u2013218. https:\/\/doi.org\/10.1016\/j.jad.2006.01.015","journal-title":"J Affect Disord"},{"issue":"3","key":"756_CR17","doi-asserted-by":"publisher","first-page":"201","DOI":"10.1177\/001872677102400302","volume":"24","author":"D Byrne","year":"1971","unstructured":"Byrne D, Gouaux C, Griffitt W, Lamberth J, Murakawa N, Prasad M, Ramirez M (1971) The ubiquitous relationship: attitude similarity and attraction: a cross-cultural study. Hum Relat 24(3):201\u2013207. https:\/\/doi.org\/10.1177\/001872677102400302","journal-title":"Hum Relat"},{"issue":"1","key":"756_CR18","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1037\/h0021198","volume":"5","author":"D Byrne","year":"1967","unstructured":"Byrne D, Griffitt W, Stefaniak D (1967) Attraction and similarity of personality characteristics. J Pers Soc Psychol 5(1):82. https:\/\/doi.org\/10.1037\/h0021198","journal-title":"J Pers Soc Psychol"},{"key":"756_CR19","doi-asserted-by":"crossref","unstructured":"Dikmen M, Burns C (2017) Trust in autonomous vehicles: the case of Tesla Autopilot and Summon. In: 2017 IEEE international conference on systems, man, and cybernetics (SMC), 5\u20138 Oct 2017","DOI":"10.1109\/SMC.2017.8122757"},{"key":"756_CR20","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1016\/j.trc.2020.01.006","volume":"112","author":"N Du","year":"2020","unstructured":"Du N, Zhou F, Pulver EM, Tilbury DM, Robert LP, Pradhan AK, Yang XJ (2020) Examining the effects of emotional valence and arousal on takeover performance in conditionally automated driving. Transp Res Part C Emerg Technol 112:78\u201387","journal-title":"Transp Res Part C Emerg Technol"},{"issue":"1","key":"756_CR21","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1518\/001872095779049499","volume":"37","author":"MR Endsley","year":"1995","unstructured":"Endsley MR (1995) Measurement of situation awareness in dynamic systems. Hum Factors 37(1):65\u201384. https:\/\/doi.org\/10.1518\/001872095779049499","journal-title":"Hum Factors"},{"issue":"4","key":"756_CR22","doi-asserted-by":"publisher","first-page":"689","DOI":"10.1177\/0018720816685832","volume":"59","author":"A Eriksson","year":"2017","unstructured":"Eriksson A, Stanton NA (2017) Takeover time in highly automated vehicles: noncritical transitions to and from manual control. Hum Factors 59(4):689\u2013705. https:\/\/doi.org\/10.1177\/0018720816685832","journal-title":"Hum Factors"},{"issue":"2","key":"756_CR23","doi-asserted-by":"publisher","first-page":"175","DOI":"10.3758\/BF03193146","volume":"39","author":"F Faul","year":"2007","unstructured":"Faul F, Erdfelder E, Lang A-G, Buchner A (2007) G*Power 3: a flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behav Res Methods 39(2):175\u2013191. https:\/\/doi.org\/10.3758\/BF03193146","journal-title":"Behav Res Methods"},{"issue":"1","key":"756_CR24","doi-asserted-by":"publisher","first-page":"2","DOI":"10.1037\/a0024338","volume":"141","author":"CO Fritz","year":"2012","unstructured":"Fritz CO, Morris PE, Richler JJ (2012) Effect size estimates: current use, calculations, and interpretation. J Exp Psychol Gen 141(1):2","journal-title":"J Exp Psychol Gen"},{"key":"756_CR25","doi-asserted-by":"crossref","unstructured":"Gotthardt M, Striegl J, Loitsch C, Weber G (2022) Voice assistant-based CBT for depression in students: effects of empathy-driven dialog management. In: International conference on computers helping people with special needs","DOI":"10.1007\/978-3-031-08648-9_52"},{"key":"756_CR26","first-page":"3","volume":"2","author":"JJ Gross","year":"2014","unstructured":"Gross JJ (2014) Emotion regulation: conceptual and empirical foundations. Handb Emot Regul 2:3\u201320","journal-title":"Handb Emot Regul"},{"issue":"Supplement 1","key":"756_CR27","doi-asserted-by":"publisher","first-page":"3608","DOI":"10.3233\/WOR-2012-0666-3608","volume":"41","author":"G Hancock","year":"2012","unstructured":"Hancock G, Hancock P, Janelle C (2012) The impact of emotions and predominant emotion regulation technique on driving performance. Work 41(Supplement 1):3608\u20133611. https:\/\/doi.org\/10.3233\/WOR-2012-0666-3608","journal-title":"Work"},{"issue":"4","key":"756_CR28","doi-asserted-by":"publisher","first-page":"408","DOI":"10.1080\/03637750903310360","volume":"76","author":"AF Hayes","year":"2009","unstructured":"Hayes AF (2009) Beyond Baron and Kenny: statistical mediation analysis in the new millennium. Commun Monogr 76(4):408\u2013420. https:\/\/doi.org\/10.1080\/03637750903310360","journal-title":"Commun Monogr"},{"key":"756_CR29","volume-title":"Introduction to mediation, moderation, and conditional process analysis: a regression-based approach","author":"AF Hayes","year":"2017","unstructured":"Hayes AF (2017) Introduction to mediation, moderation, and conditional process analysis: a regression-based approach. Guilford Publications, New York"},{"issue":"2","key":"756_CR30","doi-asserted-by":"publisher","first-page":"247","DOI":"10.1108\/JOSM-05-2019-0160","volume":"31","author":"AP Henkel","year":"2020","unstructured":"Henkel AP, Bromuri S, Iren D, Urovi V (2020) Half human, half machine\u2013augmenting service employees with AI for interpersonal emotion regulation. J Serv Manag 31(2):247\u2013265","journal-title":"J Serv Manag"},{"key":"756_CR31","doi-asserted-by":"crossref","unstructured":"Hofbauer M, Kuhn CB, P\u00fcttner L, Petrovic G, Steinbach E (2020) Measuring driver situation awareness using region-of-interest prediction and eye tracking. In:0 2020 IEEE international symposium on multimedia (ISM), 2\u20134 Dec 2020","DOI":"10.1109\/ISM.2020.00022"},{"key":"756_CR32","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1016\/j.trf.2012.08.009","volume":"16","author":"T-Y Hu","year":"2013","unstructured":"Hu T-Y, Xie X, Li J (2013) Negative or positive? The effect of emotion and mood on risky driving. Transport Res F Traffic Psychol Behav 16:29\u201340","journal-title":"Transport Res F Traffic Psychol Behav"},{"key":"756_CR33","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1016\/j.pmcj.2014.06.005","volume":"14","author":"J Ingi \u00c1rnason","year":"2014","unstructured":"Ingi \u00c1rnason J, Jepsen J, Koudal A, Rosendahl Schmidt M, Serafin S (2014) Volvo intelligent news: a context aware multi modal proactive recommender system for in-vehicle use. Pervasive Mob Comput 14:95\u2013111. https:\/\/doi.org\/10.1016\/j.pmcj.2014.06.005","journal-title":"Pervasive Mob Comput"},{"key":"756_CR34","doi-asserted-by":"publisher","first-page":"1447","DOI":"10.1007\/s12008-018-0473-9","volume":"12","author":"J Izquierdo-Reyes","year":"2018","unstructured":"Izquierdo-Reyes J, Ramirez-Mendoza RA, Bustamante-Bello MR, Pons-Rovira JL, Gonzalez-Vargas JE (2018) Emotion recognition for semi-autonomous vehicles framework. Int J Interact Des Manuf (IJIDeM) 12:1447\u20131454","journal-title":"Int J Interact Des Manuf (IJIDeM)"},{"key":"756_CR35","doi-asserted-by":"publisher","first-page":"125","DOI":"10.1016\/J.TRF.2013.12.023","volume":"23","author":"C Jallais","year":"2014","unstructured":"Jallais C, Gabaude C, Paire-Ficout L (2014) When emotions disturb the localization of road elements: effects of anger and sadness. Transport Res F Traffic Psychol Behav 23:125\u2013132. https:\/\/doi.org\/10.1016\/J.TRF.2013.12.023","journal-title":"Transport Res F Traffic Psychol Behav"},{"key":"#cr-split#-756_CR36.1","unstructured":"Jeon M, Croschere J (2015) Sorry, I'm late"},{"key":"#cr-split#-756_CR36.2","unstructured":"I'm not in the mood: negative emotions lengthen driving time. In: Engineering psychology and cognitive ergonomics: 12th international conference, EPCE 2015, held as part of HCI international 2015, Los Angeles, CA, USA, August 2-7, 2015, proceedings 12"},{"key":"756_CR37","doi-asserted-by":"publisher","first-page":"185","DOI":"10.1016\/j.apergo.2015.03.015","volume":"50","author":"M Jeon","year":"2015","unstructured":"Jeon M, Walker BN, Gable TM (2015) The effects of social interactions with in-vehicle agents on a driver\u2019s anger level, driving performance, situation awareness, and perceived workload. Appl Ergon 50:185\u2013199. https:\/\/doi.org\/10.1016\/j.apergo.2015.03.015","journal-title":"Appl Ergon"},{"key":"756_CR38","doi-asserted-by":"publisher","first-page":"197","DOI":"10.1016\/j.trf.2014.04.003","volume":"24","author":"M Jeon","year":"2014","unstructured":"Jeon M, Walker BN, Yim J-B (2014) Effects of specific emotions on subjective judgment, driving performance, and perceived workload. Transport Res F Traffic Psychol Behav 24:197\u2013209. https:\/\/doi.org\/10.1016\/j.trf.2014.04.003","journal-title":"Transport Res F Traffic Psychol Behav"},{"issue":"4","key":"756_CR39","doi-asserted-by":"publisher","first-page":"269","DOI":"10.1007\/s12008-014-0227-2","volume":"9","author":"J Koo","year":"2015","unstructured":"Koo J, Kwac J, Ju W, Steinert M, Leifer L, Nass C (2015) Why did my car just do that? Explaining semi-autonomous driving actions to improve driver understanding, trust, and performance. Int J Interact Des Manuf (IJIDeM) 9(4):269\u2013275. https:\/\/doi.org\/10.1007\/s12008-014-0227-2","journal-title":"Int J Interact Des Manuf (IJIDeM)"},{"issue":"2","key":"756_CR40","doi-asserted-by":"publisher","first-page":"559","DOI":"10.3758\/s13428-016-0737-x","volume":"49","author":"J Lao","year":"2017","unstructured":"Lao J, Miellet S, Pernet C, Sokhn N, Caldara R (2017) iMap4: An open source toolbox for the statistical fixation mapping of eye movement data with linear mixed modeling. Behav Res Methods 49(2):559\u2013575. https:\/\/doi.org\/10.3758\/s13428-016-0737-x","journal-title":"Behav Res Methods"},{"issue":"6","key":"756_CR41","doi-asserted-by":"publisher","first-page":"420","DOI":"10.1049\/iet-its.2017.0201","volume":"12","author":"DR Large","year":"2018","unstructured":"Large DR, Burnett G, Antrobus V, Skrypchuk L (2018) Driven to discussion: engaging drivers in conversation with a digital assistant as a countermeasure to passive task-related fatigue. IET Intel Transport Syst 12(6):420\u2013426. https:\/\/doi.org\/10.1049\/iet-its.2017.0201","journal-title":"IET Intel Transport Syst"},{"key":"756_CR42","doi-asserted-by":"publisher","first-page":"69.e61","DOI":"10.1016\/j.jsr.2014.02.009","volume":"49","author":"DR Large","year":"2014","unstructured":"Large DR, Burnett GE (2014) The effect of different navigation voices on trust and attention while using in-vehicle navigation systems. J Saf Res 49:69.e61-75. https:\/\/doi.org\/10.1016\/j.jsr.2014.02.009","journal-title":"J Saf Res"},{"issue":"1","key":"756_CR43","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1207\/S1532785XMEP0701_2","volume":"7","author":"K-M Lee","year":"2005","unstructured":"Lee K-M, Nass C (2005) Social-psychological origins of feelings of presence: Creating social presence with machine-generated voices. Media Psychol 7(1):31\u201345. https:\/\/doi.org\/10.1207\/S1532785XMEP0701_2","journal-title":"Media Psychol"},{"key":"756_CR44","doi-asserted-by":"publisher","first-page":"106143","DOI":"10.1016\/j.aap.2021.106143","volume":"157","author":"N Liang","year":"2021","unstructured":"Liang N, Yang J, Yu D, Prakah-Asante KO, Curry R, Blommer M, Pitts BJ (2021) Using eye-tracking to investigate the effects of pre-takeover visual engagement on situation awareness during automated driving. Accid Anal Prev 157:106143. https:\/\/doi.org\/10.1016\/j.aap.2021.106143","journal-title":"Accid Anal Prev"},{"issue":"2","key":"756_CR45","doi-asserted-by":"publisher","first-page":"426","DOI":"10.1257\/aer.90.2.426","volume":"90","author":"G Loewenstein","year":"2000","unstructured":"Loewenstein G (2000) Emotions in economic theory and economic behavior. Am Econ Rev 90(2):426\u2013432. https:\/\/doi.org\/10.1257\/aer.90.2.426","journal-title":"Am Econ Rev"},{"issue":"1","key":"756_CR46","doi-asserted-by":"publisher","first-page":"197","DOI":"10.1177\/1557234X114103","volume":"7","author":"D Lottridge","year":"2011","unstructured":"Lottridge D, Chignell M, Jovicic A (2011) Affective interaction: understanding, evaluating, and designing for human emotion. Rev Hum Factors Ergon 7(1):197\u2013217. https:\/\/doi.org\/10.1177\/1557234X114103","journal-title":"Rev Hum Factors Ergon"},{"issue":"7","key":"756_CR47","doi-asserted-by":"publisher","first-page":"482","DOI":"10.1080\/15389588.2020.1804060","volume":"21","author":"S Ma","year":"2020","unstructured":"Ma S, Zhang W, Yang Z, Kang C, Wu C, Chai C, Li H (2020) Promote or inhibit: an inverted U-shaped effect of workload on driver takeover performance. Traffic Inj Prev 21(7):482\u2013487. https:\/\/doi.org\/10.1080\/15389588.2020.1804060","journal-title":"Traffic Inj Prev"},{"key":"756_CR48","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2021.106238","volume":"159","author":"Z Ma","year":"2021","unstructured":"Ma Z, Zhang Y (2021) Drivers trust, acceptance, and takeover behaviors in fully automated vehicles: effects of automated driving styles and driver\u2019s driving styles. Accid Anal Prev 159:106238. https:\/\/doi.org\/10.1016\/j.aap.2021.106238","journal-title":"Accid Anal Prev"},{"issue":"5","key":"756_CR49","doi-asserted-by":"publisher","first-page":"378","DOI":"10.1080\/15389588.2021.1904138","volume":"22","author":"K Mahajan","year":"2021","unstructured":"Mahajan K, Large DR, Burnett G, Velaga NR (2021) Exploring the effectiveness of a digital voice assistant to maintain driver alertness in partially automated vehicles. Traffic Inj Prev 22(5):378\u2013383. https:\/\/doi.org\/10.1080\/15389588.2021.1904138","journal-title":"Traffic Inj Prev"},{"key":"756_CR50","unstructured":"Mesken J (2006) Determinants and consequences of drivers\u2019 emotions (dissertation). Stichting Wetenschappelijk Onderzoek Verkeersveiligheid SWOV"},{"issue":"5\u20136","key":"756_CR51","doi-asserted-by":"publisher","first-page":"527","DOI":"10.1016\/S0020-7373(87)80013-5","volume":"27","author":"BM Muir","year":"1987","unstructured":"Muir BM (1987) Trust between humans and machines, and the design of decision aids. Int J Man Mach Stud 27(5\u20136):527\u2013539. https:\/\/doi.org\/10.1016\/S0020-7373(87)80013-5","journal-title":"Int J Man Mach Stud"},{"issue":"3","key":"756_CR52","doi-asserted-by":"publisher","first-page":"299","DOI":"10.1177\/0956797615618366","volume":"27","author":"AR Otto","year":"2016","unstructured":"Otto AR, Fleming SM, Glimcher PW (2016) Unexpected but incidental positive outcomes predict real-world gambling. Psychol Sci 27(3):299\u2013311. https:\/\/doi.org\/10.1177\/0956797615618366","journal-title":"Psychol Sci"},{"key":"756_CR53","doi-asserted-by":"publisher","first-page":"106425","DOI":"10.1016\/j.aap.2021.106425","volume":"162","author":"Y-K Ou","year":"2021","unstructured":"Ou Y-K, Huang W-X, Fang C-W (2021) Effects of different takeover request interfaces on takeover behavior and performance during conditionally automated driving. Accid Anal Prev 162:106425. https:\/\/doi.org\/10.1016\/j.aap.2021.106425","journal-title":"Accid Anal Prev"},{"issue":"9","key":"756_CR54","doi-asserted-by":"publisher","first-page":"1254","DOI":"10.1016\/j.ssci.2009.03.011","volume":"47","author":"C P\u00eacher","year":"2009","unstructured":"P\u00eacher C, Lemercier C, Cellier J-M (2009) Emotions drive attention: effects on driver\u2019s behaviour. Saf Sci 47(9):1254\u20131259. https:\/\/doi.org\/10.1016\/j.ssci.2009.03.011","journal-title":"Saf Sci"},{"issue":"10","key":"756_CR55","doi-asserted-by":"publisher","first-page":"669","DOI":"10.1016\/j.ijhcs.2010.05.005","volume":"68","author":"L Qiu","year":"2010","unstructured":"Qiu L, Benbasat I (2010) A study of demographic embodiments of product recommendation agents in electronic commerce. Int J Hum Comput Stud 68(10):669\u2013688. https:\/\/doi.org\/10.1016\/j.ijhcs.2010.05.005","journal-title":"Int J Hum Comput Stud"},{"key":"756_CR56","doi-asserted-by":"crossref","unstructured":"Renshon J, Lerner JS (2012) The role of emotions in foreign policy decision making. Encyclopedia of Peace Psychology, pp 313-317. https:\/\/projects.iq.harvard.edu\/sites\/projects.iq.harvard.edu\/files\/lernerlab\/files\/renshon_lerner_inpress.pdf","DOI":"10.1002\/9780470672532.wbepp078"},{"key":"756_CR57","doi-asserted-by":"crossref","unstructured":"Rezvani T, Driggs-Campbell K, Sadigh D, Sastry SS, Seshia SA, Bajcsy R (2016) Towards trustworthy automation: user interfaces that convey internal and external awareness. In: 2016 IEEE 19th international conference on intelligent transportation systems (ITSC), 1\u20134 Nov 2016","DOI":"10.1109\/ITSC.2016.7795627"},{"key":"756_CR58","doi-asserted-by":"publisher","first-page":"66","DOI":"10.1016\/j.pmcj.2014.08.007","volume":"14","author":"A Riener","year":"2014","unstructured":"Riener A, Jeon M, Alvarez I, Zambonelli F (2014) Special issue on \u201cThe Social Car: Socially-inspired Mechanisms for Future Mobility Services.\u201d Pervasive Mob Comput 14:66\u201370. https:\/\/doi.org\/10.1016\/j.pmcj.2014.08.007","journal-title":"Pervasive Mob Comput"},{"issue":"2","key":"756_CR59","doi-asserted-by":"publisher","first-page":"312","DOI":"10.1177\/0018720819879311","volume":"63","author":"E \u0160abi\u0107","year":"2019","unstructured":"\u0160abi\u0107 E, Chen J, MacDonald JA (2019) Toward a better understanding of in-vehicle auditory warnings and background noise. Hum Factors 63(2):312\u2013335. https:\/\/doi.org\/10.1177\/0018720819879311","journal-title":"Hum Factors"},{"issue":"2","key":"756_CR60","doi-asserted-by":"publisher","first-page":"312","DOI":"10.1177\/0018720819879311","volume":"63","author":"E \u0160abi\u0107","year":"2021","unstructured":"\u0160abi\u0107 E, Chen J, MacDonald JA (2021) Toward a better understanding of in-vehicle auditory warnings and background noise. Hum Factors 63(2):312\u2013335. https:\/\/doi.org\/10.1177\/0018720819879311","journal-title":"Hum Factors"},{"key":"756_CR61","unstructured":"SAE On-Road Automated Vehicle Standards Committee. (2014). Taxonomy and definitions for terms related to on-road motor vehicle automated driving systems. SAE Standard J, 3016, 1."},{"key":"756_CR62","doi-asserted-by":"crossref","unstructured":"Sanghavi H, Zhang Y, Jeon M (2020) Effects of anger and display urgency on takeover performance in semi-automated vehicles. In: 12th international conference on automotive user interfaces and interactive vehicular applications","DOI":"10.1145\/3409120.3410664"},{"key":"756_CR63","doi-asserted-by":"crossref","unstructured":"Schlienger C, Conversy S, Chatty S, Anquetil M, Mertz C (2007) Improving users\u2019 comprehension of changes with animation and sound: an empirical assessment. Human-Computer Interaction\u2014INTERACT 2007, Berlin, Heidelberg","DOI":"10.1007\/978-3-540-74796-3_20"},{"key":"756_CR64","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.trf.2017.06.019","volume":"50","author":"B Scott-Parker","year":"2017","unstructured":"Scott-Parker B (2017) Emotions, behaviour, and the adolescent driver: a literature review. Transport Res Part F Traffic Psychol Behav 50:1\u201337. https:\/\/doi.org\/10.1016\/j.trf.2017.06.019","journal-title":"Transport Res Part F Traffic Psychol Behav"},{"issue":"9","key":"756_CR65","doi-asserted-by":"publisher","first-page":"1059","DOI":"10.1068\/p281059","volume":"28","author":"DJ Simons","year":"1999","unstructured":"Simons DJ, Chabris CF (1999) Gorillas in our midst: sustained inattentional blindness for dynamic events. Perception 28(9):1059\u20131074. https:\/\/doi.org\/10.1068\/p281059","journal-title":"Perception"},{"key":"756_CR66","doi-asserted-by":"publisher","first-page":"80","DOI":"10.1016\/j.ssci.2012.05.027","volume":"56","author":"A Sneddon","year":"2013","unstructured":"Sneddon A, Mearns K, Flin R (2013) Stress, fatigue, situation awareness and safety in offshore drilling crews. Saf Sci 56:80\u201388. https:\/\/doi.org\/10.1016\/j.ssci.2012.05.027","journal-title":"Saf Sci"},{"issue":"10","key":"756_CR67","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0110490","volume":"9","author":"L Taruffi","year":"2014","unstructured":"Taruffi L, Koelsch S (2014) The paradox of music-evoked sadness: an online survey. PLoS ONE 9(10):e110490. https:\/\/doi.org\/10.1371\/journal.pone.0110490","journal-title":"PLoS ONE"},{"issue":"9","key":"756_CR68","doi-asserted-by":"publisher","first-page":"881","DOI":"10.1080\/10447318.2019.1699744","volume":"36","author":"S ter Stal","year":"2020","unstructured":"ter Stal S, Tabak M, op den Akker H, Beinema T, Hermens H (2020) Who do you prefer? The effect of age, gender and role on users\u2019 first impressions of embodied conversational agents in eHealth. Int J Hum Comput Interact 36(9):881\u2013892. https:\/\/doi.org\/10.1080\/10447318.2019.1699744","journal-title":"Int J Hum Comput Interact"},{"key":"756_CR69","doi-asserted-by":"publisher","first-page":"180","DOI":"10.3389\/fpsyg.2016.00180","volume":"7","author":"MK Uhrig","year":"2016","unstructured":"Uhrig MK, Trautmann N, Baumg\u00e4rtner U, Treede R-D, Henrich F, Hiller W, Marschall S (2016) Emotion elicitation: a comparison of pictures and films. Front Psychol 7:180","journal-title":"Front Psychol"},{"key":"756_CR70","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1007\/s10111-011-0196-1","volume":"14","author":"F Vanderhaegen","year":"2012","unstructured":"Vanderhaegen F (2012) Cooperation and learning to increase the autonomy of ADAS. Cogn Technol Work 14:61\u201369","journal-title":"Cogn Technol Work"},{"issue":"15","key":"756_CR71","doi-asserted-by":"publisher","first-page":"304","DOI":"10.3182\/20130811-5-US-2037.00051","volume":"46","author":"F Vanderhaegen","year":"2013","unstructured":"Vanderhaegen F (2013) Toward a reverse comic strip based approach to analyse human knowledge. IFAC Proc Vol 46(15):304\u2013309","journal-title":"IFAC Proc Vol"},{"key":"756_CR72","doi-asserted-by":"publisher","first-page":"361","DOI":"10.1016\/j.eswa.2016.08.071","volume":"65","author":"F Vanderhaegen","year":"2016","unstructured":"Vanderhaegen F (2016) A rule-based support system for dissonance discovery and control applied to car driving. Expert Syst Appl 65:361\u2013371","journal-title":"Expert Syst Appl"},{"key":"756_CR73","doi-asserted-by":"publisher","first-page":"316","DOI":"10.1016\/j.arcontrol.2017.09.008","volume":"44","author":"F Vanderhaegen","year":"2017","unstructured":"Vanderhaegen F (2017) Towards increased systems resilience: new challenges based on dissonance control for human reliability in Cyber-Physical&Human Systems. Annu Rev Control 44:316\u2013322","journal-title":"Annu Rev Control"},{"key":"756_CR74","doi-asserted-by":"publisher","first-page":"103867","DOI":"10.1016\/j.robot.2021.103867","volume":"146","author":"F Vanderhaegen","year":"2021","unstructured":"Vanderhaegen F (2021) Heuristic-based method for conflict discovery of shared control between humans and autonomous systems\u2014a driving automation case study. Robot Auton Syst 146:103867. https:\/\/doi.org\/10.1016\/j.robot.2021.103867","journal-title":"Robot Auton Syst"},{"key":"756_CR75","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s11948-021-00284-y","volume":"27","author":"F Vanderhaegen","year":"2021","unstructured":"Vanderhaegen F (2021b) Weak signal-oriented investigation of ethical dissonance applied to unsuccessful mobility experiences linked to human\u2013machine interactions. Sci Eng Ethics 27:1\u201325","journal-title":"Sci Eng Ethics"},{"key":"756_CR76","doi-asserted-by":"publisher","first-page":"80","DOI":"10.1016\/j.cogsys.2023.05.005","volume":"81","author":"F Vanderhaegen","year":"2023","unstructured":"Vanderhaegen F, Wolff M, Mollard R (2023) Repeatable effects of synchronizing perceptual tasks with heartbeat on perception-driven situation awareness. Cogn Syst Res 81:80\u201392. https:\/\/doi.org\/10.1016\/j.cogsys.2023.05.005","journal-title":"Cogn Syst Res"},{"issue":"6","key":"756_CR77","doi-asserted-by":"publisher","first-page":"870","DOI":"10.1177\/0018720818768199","volume":"60","author":"B Wandtner","year":"2018","unstructured":"Wandtner B, Sch\u00f6mig N, Schmidt G (2018) Effects of non-driving related task modalities on takeover performance in highly automated driving. Hum Factors 60(6):870\u2013881. https:\/\/doi.org\/10.1177\/0018720818768199","journal-title":"Hum Factors"},{"key":"756_CR78","doi-asserted-by":"publisher","DOI":"10.1016\/j.apergo.2022.103695","volume":"101","author":"Y Wang","year":"2022","unstructured":"Wang Y, Zhang W, Zhou R (2022) Speech-based takeover requests in conditionally automated driving: Effects of different voices on the driver takeover performance. Appl Ergon 101:103695. https:\/\/doi.org\/10.1016\/j.apergo.2022.103695","journal-title":"Appl Ergon"},{"key":"756_CR79","doi-asserted-by":"crossref","unstructured":"Wolf A-M (2021) Voice assistants in cars: dream or nightmare?: the effects of voice assistants on trust, emotions and purchase intention. University of Twente]","DOI":"10.2139\/ssrn.4024966"},{"key":"756_CR80","doi-asserted-by":"publisher","unstructured":"Wong PNY, Brumby DP, Babu HVR, Kobayashi K (2019) Voices in self-driving cars should be assertive to more quickly grab a distracted driver's attention. In: Proceedings of the 11th international conference on automotive user interfaces and interactive vehicular applications, Utrecht, Netherlands. https:\/\/doi.org\/10.1145\/3342197.3344535","DOI":"10.1145\/3342197.3344535"},{"key":"756_CR81","doi-asserted-by":"publisher","first-page":"764","DOI":"10.1109\/JRFID.2022.3208199","volume":"6","author":"L Wu","year":"2022","unstructured":"Wu L, Xue J, Li W, Wang K, Zhang X, Guo G (2022) Toward decreasing the driving risk: speech-based driver\u2019s anger regulation in smart cockpit. IEEE J Radio Freq Identif 6:764\u2013768. https:\/\/doi.org\/10.1109\/JRFID.2022.3208199","journal-title":"IEEE J Radio Freq Identif"},{"issue":"2","key":"756_CR82","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1016\/S1369-8478(01)00018-3","volume":"4","author":"D Yagil","year":"2001","unstructured":"Yagil D (2001) Interpersonal antecedents of drivers\u2019 aggression. Transport Res Part F Traffic Psychol Behav 4(2):119\u2013131. https:\/\/doi.org\/10.1016\/S1369-8478(01)00018-3","journal-title":"Transport Res Part F Traffic Psychol Behav"},{"key":"756_CR83","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1016\/j.trf.2022.01.009","volume":"86","author":"Y Yoo","year":"2022","unstructured":"Yoo Y, Yang M-Y, Lee S, Baek H, Kim J (2022) The effect of the dominance of an in-vehicle agent\u2019s voice on driver situation awareness, emotion regulation, and trust: a simulated lab study of manual and automated driving. Transport Res Part F Traffic Psychol Behav 86:33\u201347. https:\/\/doi.org\/10.1016\/j.trf.2022.01.009","journal-title":"Transport Res Part F Traffic Psychol Behav"},{"issue":"3","key":"756_CR84","doi-asserted-by":"publisher","first-page":"2284","DOI":"10.1109\/TITS.2021.3069776","volume":"23","author":"F Zhou","year":"2022","unstructured":"Zhou F, Yang XJ, Winterx JCFD (2022) Using eye-tracking data to predict situation awareness in real time during takeover transitions in conditionally automated driving. IEEE Trans Intell Transp Syst 23(3):2284\u20132295. https:\/\/doi.org\/10.1109\/TITS.2021.3069776","journal-title":"IEEE Trans Intell Transp Syst"},{"issue":"3","key":"756_CR85","doi-asserted-by":"publisher","first-page":"327","DOI":"10.1177\/000276488031003005","volume":"31","author":"D Zillmann","year":"1988","unstructured":"Zillmann D (1988) Mood management through communication choices. Am Behav Sci 31(3):327\u2013340. https:\/\/doi.org\/10.1177\/000276488031003005","journal-title":"Am Behav Sci"},{"key":"756_CR86","doi-asserted-by":"publisher","first-page":"14","DOI":"10.1016\/j.trf.2016.12.005","volume":"46","author":"T Zimasa","year":"2017","unstructured":"Zimasa T, Jamson S, Henson B (2017) Are happy drivers safer drivers? Evidence from hazard response times and eye tracking data. Transport Res Part F Traffic Psychol Behav 46:14\u201323. https:\/\/doi.org\/10.1016\/j.trf.2016.12.005","journal-title":"Transport Res Part F Traffic Psychol Behav"}],"container-title":["Cognition, Technology &amp; Work"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10111-024-00756-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10111-024-00756-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10111-024-00756-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,21]],"date-time":"2024-05-21T09:11:37Z","timestamp":1716282697000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10111-024-00756-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,3,20]]},"references-count":87,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2024,6]]}},"alternative-id":["756"],"URL":"https:\/\/doi.org\/10.1007\/s10111-024-00756-8","relation":{},"ISSN":["1435-5558","1435-5566"],"issn-type":[{"value":"1435-5558","type":"print"},{"value":"1435-5566","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,3,20]]},"assertion":[{"value":"10 July 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"13 February 2024","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 March 2024","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and\/or national research committee and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval"}},{"value":"Informed consent was obtained from all individual participants included in the study.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Informed consent"}}]}}