{"id":"https://openalex.org/W4392757147","doi":"https://doi.org/10.1080/10447318.2024.2310354","title":"A Study on Factors Influencing Designers\u2019 Behavioral Intention in Using AI-Generated Content for Assisted Design: Perceived Anxiety, Perceived Risk, and UTAUT","display_name":"A Study on Factors Influencing Designers\u2019 Behavioral Intention in Using AI-Generated Content for Assisted Design: Perceived Anxiety, Perceived Risk, and UTAUT","publication_year":2024,"publication_date":"2024-03-06","ids":{"openalex":"https://openalex.org/W4392757147","doi":"https://doi.org/10.1080/10447318.2024.2310354"},"language":"en","primary_location":{"id":"doi:10.1080/10447318.2024.2310354","is_oa":true,"landing_page_url":"https://doi.org/10.1080/10447318.2024.2310354","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/10447318.2024.2310354?needAccess=true","source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human\u2013Computer Interaction","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/10447318.2024.2310354?needAccess=true","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054101457","display_name":"Weiyi Li","orcid":null},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Weiyi Li","raw_affiliation_strings":["Institute for Design Innovation, Loughborough University","Institute for Design Innovation, Loughborough University, London, the United Kingdom"],"affiliations":[{"raw_affiliation_string":"Institute for Design Innovation, Loughborough University","institution_ids":["https://openalex.org/I143804889"]},{"raw_affiliation_string":"Institute for Design Innovation, Loughborough University, London, the United Kingdom","institution_ids":["https://openalex.org/I143804889"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5054101457"],"corresponding_institution_ids":["https://openalex.org/I143804889"],"apc_list":null,"apc_paid":null,"fwci":507.0293,"has_fulltext":true,"cited_by_count":121,"citation_normalized_percentile":{"value":1.0,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"41","issue":"2","first_page":"1064","last_page":"1077"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14233","display_name":"Diverse Topics in Contemporary Research","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/3316","display_name":"Cultural Studies"},"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/T14233","display_name":"Diverse Topics in Contemporary Research","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/3316","display_name":"Cultural Studies"},"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/T14484","display_name":"Technology and Data Analysis","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13751","display_name":"Diverse Approaches in Healthcare and Education Studies","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/anxiety","display_name":"Anxiety","score":0.7063251733779907},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.613191545009613},{"id":"https://openalex.org/keywords/risk-perception","display_name":"Risk perception","score":0.5790752172470093},{"id":"https://openalex.org/keywords/unified-theory-of-acceptance-and-use-of-technology","display_name":"Unified theory of acceptance and use of technology","score":0.473683625459671},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.4519020915031433},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.4211309552192688},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.30113622546195984},{"id":"https://openalex.org/keywords/expectancy-theory","display_name":"Expectancy theory","score":0.24901577830314636},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.16714361310005188},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12245729565620422},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.04984617233276367}],"concepts":[{"id":"https://openalex.org/C558461103","wikidata":"https://www.wikidata.org/wiki/Q154430","display_name":"Anxiety","level":2,"score":0.7063251733779907},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.613191545009613},{"id":"https://openalex.org/C163355716","wikidata":"https://www.wikidata.org/wiki/Q2154783","display_name":"Risk perception","level":3,"score":0.5790752172470093},{"id":"https://openalex.org/C2780346085","wikidata":"https://www.wikidata.org/wiki/Q7884986","display_name":"Unified theory of acceptance and use of technology","level":3,"score":0.473683625459671},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.4519020915031433},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.4211309552192688},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.30113622546195984},{"id":"https://openalex.org/C188353592","wikidata":"https://www.wikidata.org/wiki/Q450586","display_name":"Expectancy theory","level":2,"score":0.24901577830314636},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.16714361310005188},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12245729565620422},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.04984617233276367},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/10447318.2024.2310354","is_oa":true,"landing_page_url":"https://doi.org/10.1080/10447318.2024.2310354","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/10447318.2024.2310354?needAccess=true","source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human\u2013Computer Interaction","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1080/10447318.2024.2310354","is_oa":true,"landing_page_url":"https://doi.org/10.1080/10447318.2024.2310354","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/10447318.2024.2310354?needAccess=true","source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human\u2013Computer Interaction","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392757147.pdf","grobid_xml":"https://content.openalex.org/works/W4392757147.grobid-xml"},"referenced_works_count":76,"referenced_works":["https://openalex.org/W1872161261","https://openalex.org/W1937598794","https://openalex.org/W1966272739","https://openalex.org/W1970896857","https://openalex.org/W1975711369","https://openalex.org/W1987258130","https://openalex.org/W1998668054","https://openalex.org/W2004873925","https://openalex.org/W2009622288","https://openalex.org/W2011381597","https://openalex.org/W2014219520","https://openalex.org/W2041041925","https://openalex.org/W2048799165","https://openalex.org/W2074777293","https://openalex.org/W2100379340","https://openalex.org/W2102567586","https://openalex.org/W2106096361","https://openalex.org/W2114653294","https://openalex.org/W2120852766","https://openalex.org/W2128012267","https://openalex.org/W2135876625","https://openalex.org/W2142999685","https://openalex.org/W2144638923","https://openalex.org/W2145339207","https://openalex.org/W2147602228","https://openalex.org/W2150482479","https://openalex.org/W2152226178","https://openalex.org/W2157543468","https://openalex.org/W2339566996","https://openalex.org/W2342935421","https://openalex.org/W2482931780","https://openalex.org/W2544903954","https://openalex.org/W2757551982","https://openalex.org/W2765464600","https://openalex.org/W2793518975","https://openalex.org/W2800465435","https://openalex.org/W2806728162","https://openalex.org/W2957144896","https://openalex.org/W2964268190","https://openalex.org/W2964981395","https://openalex.org/W2966738387","https://openalex.org/W2991230093","https://openalex.org/W3024823887","https://openalex.org/W3025096376","https://openalex.org/W3036752012","https://openalex.org/W3041630692","https://openalex.org/W3045096110","https://openalex.org/W3092688451","https://openalex.org/W3093877536","https://openalex.org/W3097929716","https://openalex.org/W3102615421","https://openalex.org/W3121180210","https://openalex.org/W3121349198","https://openalex.org/W3121514618","https://openalex.org/W3130295820","https://openalex.org/W3134556506","https://openalex.org/W3136842903","https://openalex.org/W3156155522","https://openalex.org/W3165817221","https://openalex.org/W4205445214","https://openalex.org/W4214642722","https://openalex.org/W4224012639","https://openalex.org/W4225713930","https://openalex.org/W4233772329","https://openalex.org/W4246394261","https://openalex.org/W4281769898","https://openalex.org/W4285032561","https://openalex.org/W4288071299","https://openalex.org/W4296100598","https://openalex.org/W4322831995","https://openalex.org/W4366548225","https://openalex.org/W4383955828","https://openalex.org/W4384526285","https://openalex.org/W4390828922","https://openalex.org/W6724203801","https://openalex.org/W6959978187"],"related_works":["https://openalex.org/W2946465479","https://openalex.org/W1560974461","https://openalex.org/W3203988261","https://openalex.org/W1849537097","https://openalex.org/W2605340046","https://openalex.org/W2139496806","https://openalex.org/W2769368297","https://openalex.org/W3148233419","https://openalex.org/W3176362324","https://openalex.org/W2058212250"],"abstract_inverted_index":{"This":[0],"study":[1],"aims":[2],"to":[3,8,95,120],"comprehensively":[4],"understand":[5],"the":[6,53,72,78,118,147,154,161],"intention":[7],"use":[9,121],"Artificial":[10],"Intelligence":[11],"Generated":[12],"Assistance":[13],"in":[14,153],"Design":[15],"Tools":[16],"(AIGC)":[17],"among":[18],"design":[19,155,167],"students":[20],"and":[21,30,66,89,112,127,137,143,164],"practitioners,":[22],"along":[23],"with":[24],"its":[25],"influencing":[26],"factors.Utilizing":[27],"Smart-PLS":[28],"software":[29],"Partial":[31],"Least":[32],"Squares":[33],"Structural":[34],"Equation":[35],"Modeling":[36],"(PLS-SEM)":[37],"technique,":[38],"we":[39,50],"constructed":[40],"a":[41,97],"comprehensive":[42],"research":[43,76,101],"model.Based":[44],"on":[45],"404":[46],"valid":[47],"questionnaire":[48],"responses,":[49],"systematically":[51],"analyzed":[52],"underlying":[54],"mechanisms":[55],"of":[56,68,75,100,150,166],"designers'":[57],"attitudes":[58],"towards":[59],"AIGC":[60,122,151],"tools.The":[61],"sample":[62],"encompasses":[63],"diverse":[64],"schools":[65],"levels":[67],"professional":[69,82],"experience,":[70],"ensuring":[71],"wide":[73],"applicability":[74],"outcomes.In":[77],"data":[79],"analysis":[80,84,88],"process,":[81],"statistical":[83],"methods,":[85],"including":[86],"path":[87,91],"standardized":[90],"coefficients,":[92],"were":[93],"employed":[94],"ensure":[96],"profound":[98,158],"exploration":[99],"questions.The":[102],"results":[103],"indicate":[104],"that":[105],"performance":[106],"expectancy,":[107,109],"effort":[108],"social":[110],"influence,":[111],"facilitating":[113],"conditions":[114],"significantly":[115],"positively":[116],"influence":[117],"willingness":[119],"tools,":[123],"while":[124],"perceived":[125,128],"anxiety":[126],"risk":[129],"exert":[130],"negative":[131],"impacts.This":[132],"study,":[133],"by":[134],"integrating":[135],"traditional":[136],"novel":[138],"factors,":[139],"provides":[140],"crucial":[141],"theoretical":[142],"practical":[144],"guidance":[145],"for":[146,160],"actual":[148],"application":[149],"technology":[152],"field,":[156],"offering":[157],"insights":[159],"future":[162],"development":[163],"education":[165],"technology.":[168]},"counts_by_year":[{"year":2026,"cited_by_count":27},{"year":2025,"cited_by_count":74},{"year":2024,"cited_by_count":20}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
