{"id":"https://openalex.org/W7118005106","doi":"https://doi.org/10.1145/3765766.3765878","title":"Driving with Voices: How Virtual Agent Affects Driver Stress and Performance","display_name":"Driving with Voices: How Virtual Agent Affects Driver Stress and Performance","publication_year":2025,"publication_date":"2025-11-10","ids":{"openalex":"https://openalex.org/W7118005106","doi":"https://doi.org/10.1145/3765766.3765878"},"language":null,"primary_location":{"id":"doi:10.1145/3765766.3765878","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3765766.3765878","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Human-Agent Interaction","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3765766.3765878","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091709268","display_name":"Zhao Zou","orcid":"https://orcid.org/0000-0002-2867-7246"},"institutions":[{"id":"https://openalex.org/I2800129036","display_name":"Academy of the Social Sciences in Australia","ror":"https://ror.org/04xsveh31","country_code":"AU","type":"education","lineage":["https://openalex.org/I2800129036"]},{"id":"https://openalex.org/I63525965","display_name":"Western Sydney University","ror":"https://ror.org/03t52dk35","country_code":"AU","type":"education","lineage":["https://openalex.org/I63525965"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Zhao Zou","raw_affiliation_strings":["School of Computer, Data and Mathematical Sciences, Western Sydney University, Sydney, New South Wales, Australia","School of Information Technology, National Academy of Professional Studies, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2867-7246","affiliations":[{"raw_affiliation_string":"School of Computer, Data and Mathematical Sciences, Western Sydney University, Sydney, New South Wales, Australia","institution_ids":["https://openalex.org/I63525965"]},{"raw_affiliation_string":"School of Information Technology, National Academy of Professional Studies, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I2800129036"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120938443","display_name":"Fady Alnajjar","orcid":null},"institutions":[{"id":"https://openalex.org/I117222138","display_name":"Abu Dhabi University","ror":"https://ror.org/01r3kjq03","country_code":"AE","type":"education","lineage":["https://openalex.org/I117222138"]},{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]},{"id":"https://openalex.org/I2801277386","display_name":"Emirates Foundation","ror":"https://ror.org/05nd26619","country_code":"AE","type":"other","lineage":["https://openalex.org/I2801277386"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Fady Alnajjar","raw_affiliation_strings":["College of Information Technology, United Arab Emirates University, Alain, Abu Dhabi, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0001-6102-3765","affiliations":[{"raw_affiliation_string":"College of Information Technology, United Arab Emirates University, Alain, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I201726411","https://openalex.org/I117222138","https://openalex.org/I2801277386"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048219377","display_name":"Michael Lwin","orcid":"https://orcid.org/0000-0002-3669-9306"},"institutions":[{"id":"https://openalex.org/I63525965","display_name":"Western Sydney University","ror":"https://ror.org/03t52dk35","country_code":"AU","type":"education","lineage":["https://openalex.org/I63525965"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Michael Lwin","raw_affiliation_strings":["School of Business, Western Sydney University, Sydney, New South Wales, Australia"],"raw_orcid":"https://orcid.org/0000-0002-3669-9306","affiliations":[{"raw_affiliation_string":"School of Business, Western Sydney University, Sydney, New South Wales, Australia","institution_ids":["https://openalex.org/I63525965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110158583","display_name":"A. G. Khan","orcid":null},"institutions":[{"id":"https://openalex.org/I63525965","display_name":"Western Sydney University","ror":"https://ror.org/03t52dk35","country_code":"AU","type":"education","lineage":["https://openalex.org/I63525965"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Aila Khan Khan","raw_affiliation_strings":["School of Business, Western Sydney University, Sydney, New South Wales, Australia"],"raw_orcid":"https://orcid.org/0000-0001-7847-6576","affiliations":[{"raw_affiliation_string":"School of Business, Western Sydney University, Sydney, New South Wales, Australia","institution_ids":["https://openalex.org/I63525965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121758624","display_name":"Abdullah Al Mahmud","orcid":null},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Abdullah Al Mahmud","raw_affiliation_strings":["School of Design and Architecture, Swinburne University of Technology, Melbourne, Victoria, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2801-723X","affiliations":[{"raw_affiliation_string":"School of Design and Architecture, Swinburne University of Technology, Melbourne, Victoria, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022431311","display_name":"Omar Mubin","orcid":"https://orcid.org/0000-0002-6435-6407"},"institutions":[{"id":"https://openalex.org/I63525965","display_name":"Western Sydney University","ror":"https://ror.org/03t52dk35","country_code":"AU","type":"education","lineage":["https://openalex.org/I63525965"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Omar Mubin","raw_affiliation_strings":["School of Computer, Data and Mathematical Sciences, Western Sydney University, Sydney, New South Wales, Australia"],"raw_orcid":"https://orcid.org/0000-0002-6435-6407","affiliations":[{"raw_affiliation_string":"School of Computer, Data and Mathematical Sciences, Western Sydney University, Sydney, New South Wales, Australia","institution_ids":["https://openalex.org/I63525965"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5091709268"],"corresponding_institution_ids":["https://openalex.org/I2800129036","https://openalex.org/I63525965"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.71417136,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"479","last_page":"481"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.7900999784469604,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.7900999784469604,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.03830000013113022,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12125","display_name":"Aerospace and Aviation Technology","score":0.03590000048279762,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/stress","display_name":"Stress (linguistics)","score":0.6480000019073486},{"id":"https://openalex.org/keywords/cognitive-load","display_name":"Cognitive load","score":0.5670999884605408},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5546000003814697},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5288000106811523},{"id":"https://openalex.org/keywords/driving-simulator","display_name":"Driving simulator","score":0.4408000111579895},{"id":"https://openalex.org/keywords/cognitive-style","display_name":"Cognitive style","score":0.38839998841285706}],"concepts":[{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.6480000019073486},{"id":"https://openalex.org/C61641136","wikidata":"https://www.wikidata.org/wiki/Q1107019","display_name":"Cognitive load","level":3,"score":0.5670999884605408},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5546000003814697},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5288000106811523},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.47110000252723694},{"id":"https://openalex.org/C2780689630","wikidata":"https://www.wikidata.org/wiki/Q2081815","display_name":"Driving simulator","level":2,"score":0.4408000111579895},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4275999963283539},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40950000286102295},{"id":"https://openalex.org/C150681269","wikidata":"https://www.wikidata.org/wiki/Q2380771","display_name":"Cognitive style","level":3,"score":0.38839998841285706},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.3107999861240387},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.3073999881744385},{"id":"https://openalex.org/C2984493583","wikidata":"https://www.wikidata.org/wiki/Q3500368","display_name":"Mental stress","level":2,"score":0.30309998989105225},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.2971000075340271},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.2969000041484833},{"id":"https://openalex.org/C36951298","wikidata":"https://www.wikidata.org/wiki/Q379784","display_name":"Arousal","level":2,"score":0.25870001316070557},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2563999891281128},{"id":"https://openalex.org/C182964821","wikidata":"https://www.wikidata.org/wiki/Q7939498","display_name":"Voice analysis","level":2,"score":0.25029999017715454}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3765766.3765878","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3765766.3765878","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Human-Agent Interaction","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3765766.3765878","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3765766.3765878","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Human-Agent Interaction","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1986984616","https://openalex.org/W2040084091","https://openalex.org/W2105896311","https://openalex.org/W2142567154","https://openalex.org/W2209258291","https://openalex.org/W2745497104","https://openalex.org/W2790248246","https://openalex.org/W2799403119","https://openalex.org/W4281554778","https://openalex.org/W4391335048","https://openalex.org/W4391474613"],"related_works":[],"abstract_inverted_index":{"Auditory":[0],"features":[1,59],"like":[2],"voice":[3,16,26,51,113],"pitch":[4,89,104],"and":[5,29,31,36,41,66,93,119,128],"speech":[6,33,84,97],"style":[7,85,98],"significantly":[8],"influence":[9],"human-computer":[10],"interaction,":[11],"especially":[12],"in":[13,46,110],"driving":[14,48],"where":[15],"assistants":[17,114],"provide":[18],"real-time":[19],"guidance.":[20],"This":[21],"study":[22],"examined":[23],"how":[24],"two":[25,32],"pitches":[27],"(Alto":[28],"Bass)":[30],"styles":[34],"(Casual":[35],"Frozen)":[37],"affected":[38],"drivers\u2019":[39],"cognitive":[40,94],"emotional":[42],"responses.":[43],"Eighty-four":[44],"participants":[45],"a":[47,100],"simulator":[49],"received":[50],"reminders":[52],"from":[53],"an":[54],"assistant":[55],"with":[56,87],"varied":[57],"auditory":[58,130],"while":[60,96],"stress,":[61],"heart":[62],"rate":[63],"variability,":[64],"emotions,":[65],"task":[67],"performance":[68],"were":[69],"recorded.":[70],"Cognitive":[71],"load":[72],"was":[73],"assessed":[74],"using":[75],"the":[76,82],"NASA-TLX":[77],"questionnaire.":[78],"Results":[79],"showed":[80],"that":[81,115],"Frozen":[83],"combined":[86],"Alto":[88],"triggered":[90],"higher":[91],"stress":[92,118],"load,":[95],"had":[99],"stronger":[101],"effect":[102],"than":[103],"on":[105],"emotions.":[106],"These":[107],"insights":[108],"aid":[109],"designing":[111],"user-friendly":[112],"reduce":[116],"driver":[117],"improve":[120],"safety.":[121],"Future":[122],"studies":[123],"should":[124],"investigate":[125],"long-term":[126],"effects":[127],"individual":[129],"differences.":[131]},"counts_by_year":[],"updated_date":"2026-05-03T08:25:01.440150","created_date":"2026-01-02T00:00:00"}
