{"id":"https://openalex.org/W7112496930","doi":null,"title":"Understanding and Regulating Happy and Sad Emotional States in Driving Through Music","display_name":"Understanding and Regulating Happy and Sad Emotional States in Driving Through Music","publication_year":2025,"publication_date":"2025-01-14","ids":{"openalex":"https://openalex.org/W7112496930"},"language":"en","primary_location":{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/124193","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/10919/124193","pdf_url":"https://vtechworks.lib.vt.edu/bitstreams/7dc955af-2732-41c1-9409-a31054051e39/download","source":{"id":"https://openalex.org/S4306400248","display_name":"VTechWorks (Virginia Tech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I859038795","host_organization_name":"Virginia Tech","host_organization_lineage":["https://openalex.org/I859038795"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://vtechworks.lib.vt.edu/bitstreams/7dc955af-2732-41c1-9409-a31054051e39/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Fang, Ziming","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Fang, Ziming","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.8217999935150146,"subfield":{"id":"https://openalex.org/subfields/3307","display_name":"Human Factors and Ergonomics"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"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":0.8217999935150146,"subfield":{"id":"https://openalex.org/subfields/3307","display_name":"Human Factors and Ergonomics"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10370","display_name":"Traffic and Road Safety","score":0.14900000393390656,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.00800000037997961,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/driver-emotions","display_name":"driver emotions","score":0.5950000286102295},{"id":"https://openalex.org/keywords/driving-performance","display_name":"driving performance","score":0.6110000014305115},{"id":"https://openalex.org/keywords/auditory-feedback","display_name":"auditory feedback","score":0.6669999957084656},{"id":"https://openalex.org/keywords/sonification","display_name":"sonification","score":0.9480000138282776},{"id":"https://openalex.org/keywords/following-distance","display_name":"following distance","score":0.7329999804496765},{"id":"https://openalex.org/keywords/brake-pedal-force","display_name":"brake pedal force","score":0.8960000276565552},{"id":"https://openalex.org/keywords/overconfidence","display_name":"overconfidence","score":0.699999988079071},{"id":"https://openalex.org/keywords/musical-sophistication","display_name":"musical sophistication","score":0.9380000233650208},{"id":"https://openalex.org/keywords/in-vehicle-technology","display_name":"in-vehicle systems","score":0.8840000033378601},{"id":"https://openalex.org/keywords/driver-safety","display_name":"driver safety","score":0.3449999988079071}],"concepts":[{"id":"https://openalex.org/C2778999518","wikidata":"https://www.wikidata.org/wiki/Q8","display_name":"Happiness","level":2,"score":0.7508999705314636},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.7024999856948853},{"id":"https://openalex.org/C168725872","wikidata":"https://www.wikidata.org/wiki/Q991663","display_name":"Sophistication","level":2,"score":0.6765000224113464},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.6050999760627747},{"id":"https://openalex.org/C2776378700","wikidata":"https://www.wikidata.org/wiki/Q3030775","display_name":"Distraction","level":2,"score":0.6040999889373779},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.5619999766349792},{"id":"https://openalex.org/C36951298","wikidata":"https://www.wikidata.org/wiki/Q379784","display_name":"Arousal","level":2,"score":0.48240000009536743},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.48010000586509705},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.41350001096725464},{"id":"https://openalex.org/C2779302386","wikidata":"https://www.wikidata.org/wiki/Q79871","display_name":"Anger","level":2,"score":0.3961000144481659},{"id":"https://openalex.org/C2780689630","wikidata":"https://www.wikidata.org/wiki/Q2081815","display_name":"Driving simulator","level":2,"score":0.3700000047683716},{"id":"https://openalex.org/C2992199184","wikidata":"https://www.wikidata.org/wiki/Q2267800","display_name":"Emotional regulation","level":2,"score":0.33070001006126404},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.3012999892234802},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.2904999852180481},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2897999882698059},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.2754000127315521},{"id":"https://openalex.org/C206310091","wikidata":"https://www.wikidata.org/wiki/Q750859","display_name":"Emotion classification","level":2,"score":0.2736999988555908},{"id":"https://openalex.org/C124086623","wikidata":"https://www.wikidata.org/wiki/Q5994","display_name":"Piano","level":2,"score":0.27000001072883606},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.26989999413490295},{"id":"https://openalex.org/C166735990","wikidata":"https://www.wikidata.org/wiki/Q1750812","display_name":"Human factors and ergonomics","level":3,"score":0.2678000032901764},{"id":"https://openalex.org/C10864753","wikidata":"https://www.wikidata.org/wiki/Q4353948","display_name":"Music and emotion","level":4,"score":0.2630999982357025},{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.2605000138282776},{"id":"https://openalex.org/C2779864741","wikidata":"https://www.wikidata.org/wiki/Q4820027","display_name":"Auditory feedback","level":2,"score":0.25589999556541443},{"id":"https://openalex.org/C168862018","wikidata":"https://www.wikidata.org/wiki/Q5373805","display_name":"Emotionality","level":2,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/124193","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/10919/124193","pdf_url":"https://vtechworks.lib.vt.edu/bitstreams/7dc955af-2732-41c1-9409-a31054051e39/download","source":{"id":"https://openalex.org/S4306400248","display_name":"VTechWorks (Virginia Tech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I859038795","host_organization_name":"Virginia Tech","host_organization_lineage":["https://openalex.org/I859038795"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"}],"best_oa_location":{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/124193","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/10919/124193","pdf_url":"https://vtechworks.lib.vt.edu/bitstreams/7dc955af-2732-41c1-9409-a31054051e39/download","source":{"id":"https://openalex.org/S4306400248","display_name":"VTechWorks (Virginia Tech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I859038795","host_organization_name":"Virginia Tech","host_organization_lineage":["https://openalex.org/I859038795"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7112496930.pdf","grobid_xml":"https://content.openalex.org/works/W7112496930.grobid-xml"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W1739306637","https://openalex.org/W1969090622","https://openalex.org/W1969245477","https://openalex.org/W1972340780","https://openalex.org/W1981455444","https://openalex.org/W1983627329","https://openalex.org/W1992064522","https://openalex.org/W2003220763","https://openalex.org/W2004336567","https://openalex.org/W2006494763","https://openalex.org/W2007445014","https://openalex.org/W2018722483","https://openalex.org/W2023097517","https://openalex.org/W2024955945","https://openalex.org/W2032807220","https://openalex.org/W2042266440","https://openalex.org/W2042276900","https://openalex.org/W2049088352","https://openalex.org/W2054093967","https://openalex.org/W2075241587","https://openalex.org/W2085366382","https://openalex.org/W2088661631","https://openalex.org/W2089665033","https://openalex.org/W2102573486","https://openalex.org/W2115855938","https://openalex.org/W2116280868","https://openalex.org/W2129105917","https://openalex.org/W2138110513","https://openalex.org/W2140742986","https://openalex.org/W2144198023","https://openalex.org/W2148233570","https://openalex.org/W2152772614","https://openalex.org/W2154094451","https://openalex.org/W2157289187","https://openalex.org/W2158533495","https://openalex.org/W2159261394","https://openalex.org/W2161638362","https://openalex.org/W2281198815","https://openalex.org/W2315058115","https://openalex.org/W2322255606","https://openalex.org/W2413092152","https://openalex.org/W2487944238","https://openalex.org/W2539516450","https://openalex.org/W2569299383","https://openalex.org/W2604650893","https://openalex.org/W2623785684","https://openalex.org/W2750510341","https://openalex.org/W2795890722","https://openalex.org/W2827988337","https://openalex.org/W2883133683","https://openalex.org/W2921091976","https://openalex.org/W2954368180","https://openalex.org/W2965195900","https://openalex.org/W3042183479","https://openalex.org/W3203769442","https://openalex.org/W4280522580","https://openalex.org/W4386691998","https://openalex.org/W4387473326"],"related_works":["https://openalex.org/W2054093967","https://openalex.org/W2159261394","https://openalex.org/W2568071501","https://openalex.org/W7167693756","https://openalex.org/W4385300819","https://openalex.org/W2921091976","https://openalex.org/W2570227917","https://openalex.org/W1967193415","https://openalex.org/W4200403663","https://openalex.org/W4392106973"],"abstract_inverted_index":{"This":[0,195],"research":[1],"investigated":[2],"the":[3,16,155,158],"effects":[4],"of":[5,18,97,157,187],"happy":[6,54,88,112],"and":[7,14,34,40,82,118,191,204,219],"sad":[8,56,75,109],"emotional":[9,68],"states":[10,69],"on":[11],"driving":[12,38,72,120,137,221],"performance":[13,138],"explored":[15],"utilization":[17],"auditory":[19],"feedback":[20,133],"to":[21,136],"mitigate":[22],"these":[23,126],"effects,":[24],"through":[25,139,182],"two":[26],"studies.":[27],"Study":[28,122],"1":[29],"examined":[30],"how":[31],"induced":[32],"emotions":[33,213],"musical":[35,141,151,162,183],"interventions":[36,159,184],"influence":[37],"behavior":[39,73],"safety,":[41],"using":[42],"a":[43,198],"3":[44,50],"(emotion:":[45],"neutral,":[46],"happy,":[47],"sad)":[48],"x":[49],"(music:":[51],"no":[52],"music,":[53,55],"music)":[57],"mixed":[58],"factorial":[59],"design":[60],"with":[61,111,144,166],"42":[62],"participants.":[63,146],"Results":[64,147],"revealed":[65,148],"that":[66,134,149,178,208],"both":[67,188],"significantly":[70,114,153],"influenced":[71,154],"-":[74,160],"drivers":[76,89],"exhibited":[77],"reduced":[78],"brake":[79],"pedal":[80],"force":[81],"higher":[83,161],"perceived":[84],"accident":[85],"risk,":[86],"while":[87,214],"maintained":[90],"shorter":[91],"following":[92,169],"distances":[93,170],"despite":[94],"showing":[95],"signs":[96],"overconfidence.":[98],"Music":[99],"emerged":[100],"as":[101],"an":[102],"effective":[103,179],"emotion":[104,180],"regulation":[105,181],"tool,":[106],"particularly":[107],"for":[108,200,216],"drivers,":[110],"music":[113,173],"increasing":[115],"happiness":[116],"scores":[117],"improving":[119],"performance.":[121],"2":[123],"built":[124],"upon":[125],"findings":[127,176],"by":[128],"implementing":[129],"real-time":[130,192],"music-based":[131],"sonification":[132],"responds":[135],"designed":[140],"parameter":[142],"mappings":[143],"16":[145],"participants'":[150],"sophistication":[152,163],"effectiveness":[156],"was":[164],"associated":[165],"more":[167,202],"stable":[168],"during":[171],"happiness-enhanced":[172],"conditions.":[174],"The":[175],"suggest":[177],"requires":[185],"consideration":[186],"individual":[189],"differences":[190],"adaptation":[193],"complexities.":[194],"work":[196],"provides":[197],"foundation":[199],"developing":[201],"sophisticated":[203],"practical":[205],"in-vehicle":[206],"systems":[207],"can":[209],"help":[210],"regulate":[211],"driver":[212],"accounting":[215],"personal":[217],"traits":[218],"real-world":[220],"factors.":[222]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2025-12-10T00:00:00"}
