{"id":"https://openalex.org/W4281297244","doi":"https://doi.org/10.3389/fpsyg.2022.806552","title":"Preferred Sources of Information, Knowledge, and Acceptance of Automated Vehicle Systems: Effects of Gender and Age","display_name":"Preferred Sources of Information, Knowledge, and Acceptance of Automated Vehicle Systems: Effects of Gender and Age","publication_year":2022,"publication_date":"2022-05-23","ids":{"openalex":"https://openalex.org/W4281297244","doi":"https://doi.org/10.3389/fpsyg.2022.806552","pmid":"https://pubmed.ncbi.nlm.nih.gov/35677114","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/9169717"},"language":"en","primary_location":{"id":"doi:10.3389/fpsyg.2022.806552","doi":"https://doi.org/10.3389/fpsyg.2022.806552","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fpsyg.2022.806552","pdf_url":"https://www.frontiersin.org/articles/10.3389/fpsyg.2022.806552/pdf","source":{"id":"https://openalex.org/S9692511","display_name":"Frontiers in Psychology","issn_l":"1664-1078","issn":["1664-1078"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","erih-plus","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Psychology","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/articles/10.3389/fpsyg.2022.806552/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007534667","display_name":"Pamela M. Greenwood","orcid":"https://orcid.org/0000-0003-0545-4071","observed_orcids":["https://orcid.org/0000-0003-0545-4071"]},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Pamela M. Greenwood","raw_affiliation_strings":["Department of Psychology, George Mason University, Fairfax, VA, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, George Mason University, Fairfax, VA, United States","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028207891","display_name":"Carryl L. Baldwin","orcid":"https://orcid.org/0000-0002-2206-3016","observed_orcids":["https://orcid.org/0000-0002-2206-3016"]},"institutions":[{"id":"https://openalex.org/I39587148","display_name":"Wichita State University","ror":"https://ror.org/00c4e7y75","country_code":"US","type":"education","lineage":["https://openalex.org/I39587148"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carryl L. Baldwin","raw_affiliation_strings":["Department of Psychology, Wichita State University, Wichita, KS, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, Wichita State University, Wichita, KS, United States","institution_ids":["https://openalex.org/I39587148"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5007534667"],"corresponding_institution_ids":["https://openalex.org/I162714631"],"apc_list":{"value":2950,"currency":"USD","value_usd":2950},"apc_paid":{"value":2950,"currency":"USD","value_usd":2950},"fwci":2.3626,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.87673861,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"13","issue":null,"first_page":"806552","last_page":"806552"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9926999807357788,"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":0.9926999807357788,"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/T12315","display_name":"Older Adults Driving Studies","score":0.0024999999441206455,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10709","display_name":"Social Robot Interaction and HRI","score":0.0010000000474974513,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/autonomous-vehicles","display_name":"autonomous vehicles","score":0.6200000047683716},{"id":"https://openalex.org/keywords/technology-acceptance","display_name":"technology acceptance","score":0.6740000247955322},{"id":"https://openalex.org/keywords/age-differences","display_name":"age differences","score":0.6240000128746033},{"id":"https://openalex.org/keywords/gender-differences","display_name":"gender differences","score":0.9990000128746033},{"id":"https://openalex.org/keywords/information-sources","display_name":"information sources","score":0.6639999747276306},{"id":"https://openalex.org/keywords/older-drivers","display_name":"older drivers","score":0.6980000138282776},{"id":"https://openalex.org/keywords/new-technology-adoption","display_name":"new technology adoption","score":0.5759999752044678},{"id":"https://openalex.org/keywords/driver-assistance-systems","display_name":"driver assistance systems","score":0.5730000138282776}],"concepts":[{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.7662283778190613},{"id":"https://openalex.org/C183469790","wikidata":"https://www.wikidata.org/wiki/Q333501","display_name":"Crash","level":2,"score":0.635300874710083},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5729213356971741},{"id":"https://openalex.org/C166735990","wikidata":"https://www.wikidata.org/wiki/Q1750812","display_name":"Human factors and ergonomics","level":3,"score":0.5179704427719116},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4918394088745117},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.469448059797287},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.46199846267700195},{"id":"https://openalex.org/C187155963","wikidata":"https://www.wikidata.org/wiki/Q629029","display_name":"Occupational safety and health","level":2,"score":0.4533767104148865},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.43037763237953186},{"id":"https://openalex.org/C190385971","wikidata":"https://www.wikidata.org/wiki/Q373494","display_name":"Injury prevention","level":3,"score":0.4202907681465149},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33727774024009705},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.300979882478714},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27672910690307617},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.17368119955062866},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.09599825739860535},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3389/fpsyg.2022.806552","doi":"https://doi.org/10.3389/fpsyg.2022.806552","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fpsyg.2022.806552","pdf_url":"https://www.frontiersin.org/articles/10.3389/fpsyg.2022.806552/pdf","source":{"id":"https://openalex.org/S9692511","display_name":"Frontiers in Psychology","issn_l":"1664-1078","issn":["1664-1078"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","erih-plus","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Psychology","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9169717","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9169717","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Front Psychol","raw_type":"Text"},{"id":"pmid:35677114","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35677114","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in psychology","raw_type":"Journal Article"},{"id":"pmh:oai:soar.wichita.edu:10057/24858","doi":null,"is_oa":true,"landing_page_url":"https://soar.wichita.edu/handle/10057/24858","pdf_url":null,"source":{"id":"https://openalex.org/S4306401479","display_name":"Holmes Museum Of Anthropology (Wichita State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I39587148","host_organization_name":"Wichita State University","host_organization_lineage":["https://openalex.org/I39587148"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Psychology","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:c88a7dc804034c43bb2515b1368d2ef6","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/c88a7dc804034c43bb2515b1368d2ef6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Psychology, Vol 13 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fpsyg.2022.806552","doi":"https://doi.org/10.3389/fpsyg.2022.806552","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fpsyg.2022.806552","pdf_url":"https://www.frontiersin.org/articles/10.3389/fpsyg.2022.806552/pdf","source":{"id":"https://openalex.org/S9692511","display_name":"Frontiers in Psychology","issn_l":"1664-1078","issn":["1664-1078"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","erih-plus","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Psychology","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334454","display_name":"Toyota Collaborative Safety Research Center","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281297244.pdf","grobid_xml":"https://content.openalex.org/works/W4281297244.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W198980824","https://openalex.org/W647288058","https://openalex.org/W650480612","https://openalex.org/W1791587663","https://openalex.org/W1969913186","https://openalex.org/W1974139278","https://openalex.org/W1977156329","https://openalex.org/W1982797558","https://openalex.org/W2014899466","https://openalex.org/W2032721580","https://openalex.org/W2032782437","https://openalex.org/W2038094717","https://openalex.org/W2051905709","https://openalex.org/W2052442344","https://openalex.org/W2061141931","https://openalex.org/W2063014800","https://openalex.org/W2069408732","https://openalex.org/W2099162900","https://openalex.org/W2099697766","https://openalex.org/W2100379340","https://openalex.org/W2109997162","https://openalex.org/W2146071451","https://openalex.org/W2150606839","https://openalex.org/W2157755971","https://openalex.org/W2162061662","https://openalex.org/W2166112671","https://openalex.org/W2228254744","https://openalex.org/W2322964208","https://openalex.org/W2338039853","https://openalex.org/W2515374531","https://openalex.org/W2554599086","https://openalex.org/W2554630140","https://openalex.org/W2607150912","https://openalex.org/W2759000117","https://openalex.org/W2778570143","https://openalex.org/W2793172626","https://openalex.org/W2809624034","https://openalex.org/W2890687636","https://openalex.org/W2966462751","https://openalex.org/W2985259611","https://openalex.org/W2990318625","https://openalex.org/W3021786870","https://openalex.org/W3025352631","https://openalex.org/W3036578929","https://openalex.org/W3106149304","https://openalex.org/W3127608059","https://openalex.org/W3140366605","https://openalex.org/W3174176040","https://openalex.org/W4213141625","https://openalex.org/W4214741016"],"related_works":["https://openalex.org/W4311914739","https://openalex.org/W2990780511","https://openalex.org/W2727353653","https://openalex.org/W3040884821","https://openalex.org/W4303476496","https://openalex.org/W3211532837","https://openalex.org/W2905308143","https://openalex.org/W4390081936","https://openalex.org/W2964003526","https://openalex.org/W3112632994"],"abstract_inverted_index":{".":[0],"Age-related":[1],"sensory-cognitive":[2,29],"changes":[3],"contribute":[4],"to":[5,57,108,160,179,203,225,251,261],"higher":[6,162],"crash":[7,22,43],"rates":[8],"and":[9,35,46,70,88,92,103,118,127,198,207,236,266],"increased":[10],"physical":[11],"frailty":[12],"makes":[13],"severe":[14],"injury":[15],"or":[16,209],"death":[17],"more":[18,101,191,249,263],"likely":[19,202,250],"when":[20],"a":[21,76,157],"occurs.":[23],"Vehicle":[24],"automation":[25,50,144,166,245,271],"can":[26,41],"decrease":[27,42],"the":[28,32,84,218],"load":[30],"of":[31,48,68,78,86,94,98,106,135,140,143,164,269],"driving":[33],"task":[34],"many":[36],"advanced":[37],"automated":[38],"safety":[39],"features":[40],"severity.":[44],"Acceptance":[45],"adoption":[47],"driver":[49],"systems":[51],"is":[52,62],"necessary":[53],"for":[54,217],"their":[55,125,195],"benefit":[56],"be":[58,248],"realized":[59],"yet":[60],"little":[61],"known":[63],"about":[64,72,110,181],"drivers'":[65],"preferred":[66,104],"sources":[67,105,193],"information":[69,107,189],"knowledge":[71,142,151,265],"such":[73],"systems.":[74,272],"In":[75],"sample":[77],"404":[79],"active":[80],"drivers,":[81],"we":[82],"examined":[83],"impact":[85],"age":[87,171],"gender":[89],"on":[90,205],"understanding":[91,134],"acceptance":[93,97,268],"vehicle":[95,111,136,165,183,244,270],"automation,":[96,184],"new":[99,182],"technologies":[100],"generally,":[102],"learn":[109,180],"automation.":[112,137],"Results":[113],"revealed":[114],"that":[115,220,228,241],"older":[116,185],"respondents":[117],"females":[119,168],"felt":[120],"less":[121,201],"technically":[122],"sophisticated":[123],"than":[124,152,167,194],"younger":[126,196],"male":[128],"counterparts.":[129],"Males":[130,154],"subjectively":[131],"reported":[132,156,187],"greater":[133,150,158],"However,":[138],"assessment":[139],"objective":[141,192],"operation":[145],"showed":[146],"males":[147],"had":[148],"no":[149],"females.":[153],"also":[155],"willingness":[159],"accept":[161,226],"levels":[163],"across":[169],"all":[170],"groups.":[172],"When":[173],"asked":[174],"how":[175],"they":[176,229,233,242,246],"would":[177],"prefer":[178],"adults":[186],"wanting":[188],"from":[190],"counterparts":[197],"were":[199],"significantly":[200],"rely":[204],"friends":[206],"family,":[208],"social":[210],"media.":[211],"The":[212,254],"present":[213],"results":[214,255],"provide":[215,256],"support":[216],"idea":[219],"people":[221,239],"are":[222],"not":[223,231],"willing":[224],"technology":[227],"do":[230],"feel":[232,240],"understand":[234,243],"well":[235],"conversely,":[237],"if":[238],"will":[247],"adopt":[252],"it.":[253],"insights":[257],"into":[258],"assisting":[259],"drivers":[260],"gain":[262],"accurate":[264],"hence":[267]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2022-05-24T00:00:00"}