{"id":"https://openalex.org/W7204755928","doi":"https://doi.org/10.1016/j.ergon.2026.104039","title":"User experience in AI text-to-image generation: Exploring usability challenges, image quality perceptions, and prompting across different user groups","display_name":"User experience in AI text-to-image generation: Exploring usability challenges, image quality perceptions, and prompting across different user groups","publication_year":2026,"publication_date":"2026-09-01","ids":{"openalex":"https://openalex.org/W7204755928","doi":"https://doi.org/10.1016/j.ergon.2026.104039"},"language":"en","primary_location":{"id":"doi:10.1016/j.ergon.2026.104039","doi":"https://doi.org/10.1016/j.ergon.2026.104039","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ergon.2026.104039","pdf_url":null,"source":{"id":"https://openalex.org/S92539022","display_name":"International Journal of Industrial Ergonomics","issn_l":"0169-8141","issn":["0169-8141","1872-8219"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Industrial Ergonomics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Yuqing Cai","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuqing Cai","raw_affiliation_strings":["Department of Mechanical and Industrial Design, School of Mechanical Engineering, Southeast University, Nanjing, 211189, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Industrial Design, School of Mechanical Engineering, Southeast University, Nanjing, 211189, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148823645","display_name":"Yihan Zhou","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yihan Zhou","raw_affiliation_strings":["Department of Mechanical and Industrial Design, School of Mechanical Engineering, Southeast University, Nanjing, 211189, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Industrial Design, School of Mechanical Engineering, Southeast University, Nanjing, 211189, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148818112","display_name":"Jingni Yan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingni Yan","raw_affiliation_strings":["Department of Mechanical and Industrial Design, School of Mechanical Engineering, Southeast University, Nanjing, 211189, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Industrial Design, School of Mechanical Engineering, Southeast University, Nanjing, 211189, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013254443","display_name":"Xiaoqun Yu","orcid":"https://orcid.org/0000-0001-8795-5237","observed_orcids":["https://orcid.org/0000-0001-8795-5237"]},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoqun Yu","raw_affiliation_strings":["Department of Mechanical and Industrial Design, School of Mechanical Engineering, Southeast University, Nanjing, 211189, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Industrial Design, School of Mechanical Engineering, Southeast University, Nanjing, 211189, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063806810","display_name":"Woojoo Kim","orcid":"https://orcid.org/0000-0001-6203-7309","observed_orcids":["https://orcid.org/0000-0001-6203-7309","https://orcid.org/0009-0008-3527-9095"]},"institutions":[{"id":"https://openalex.org/I165507594","display_name":"Kangwon National University","ror":"https://ror.org/01mh5ph17","country_code":"KR","type":"education","lineage":["https://openalex.org/I165507594"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Woojoo Kim","raw_affiliation_strings":["Division of Liberal Studies, Kangwon National University, Chuncheon-si, 24341, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0001-6203-7309","affiliations":[{"raw_affiliation_string":"Division of Liberal Studies, Kangwon National University, Chuncheon-si, 24341, Republic of Korea","institution_ids":["https://openalex.org/I165507594"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5013254443","https://openalex.org/A5063806810"],"corresponding_institution_ids":["https://openalex.org/I165507594","https://openalex.org/I76569877"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"115","issue":null,"first_page":"104039","last_page":"104039"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10470","display_name":"Usability and User Interface Design","score":0.7666000127792358,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10470","display_name":"Usability and User Interface Design","score":0.7666000127792358,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T14254","display_name":"Digital Media and Visual Art","score":0.12039999663829803,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10803","display_name":"Innovative Human-Technology Interaction","score":0.07479999959468842,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/text-to-image-generation","display_name":"text-to-image generation","score":0.8600000143051147},{"id":"https://openalex.org/keywords/generative-ai","display_name":"generative AI","score":0.8240000009536743},{"id":"https://openalex.org/keywords/usability","display_name":"usability","score":0.8970000147819519},{"id":"https://openalex.org/keywords/perceived-image-quality","display_name":"perceptual image quality","score":0.8949999809265137},{"id":"https://openalex.org/keywords/user-profiles","display_name":"user profiles","score":0.6700000166893005},{"id":"https://openalex.org/keywords/midjourney","display_name":"Midjourney","score":1.0},{"id":"https://openalex.org/keywords/stable-diffusion","display_name":"Stable Diffusion","score":1.0},{"id":"https://openalex.org/keywords/black-box-ai","display_name":"black-box AI","score":0.5580000281333923},{"id":"https://openalex.org/keywords/ai-transparency","display_name":"AI transparency","score":0.7879999876022339},{"id":"https://openalex.org/keywords/co-creation","display_name":"co-creation","score":0.7799999713897705},{"id":"https://openalex.org/keywords/adaptive-interaction","display_name":"adaptive interaction","score":0.5360000133514404}],"concepts":[{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.8446999788284302},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.7321000099182129},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6646999716758728},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6347000002861023},{"id":"https://openalex.org/C3017738328","wikidata":"https://www.wikidata.org/wiki/Q613366","display_name":"User group","level":2,"score":0.5609999895095825},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5187000036239624},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.43459999561309814},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.4253999888896942},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3292999863624573},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3240000009536743},{"id":"https://openalex.org/C56995899","wikidata":"https://www.wikidata.org/wiki/Q1126687","display_name":"Focus group","level":2,"score":0.3116999864578247},{"id":"https://openalex.org/C100302975","wikidata":"https://www.wikidata.org/wiki/Q1642623","display_name":"Usability engineering","level":3,"score":0.310699999332428},{"id":"https://openalex.org/C166735990","wikidata":"https://www.wikidata.org/wiki/Q1750812","display_name":"Human factors and ergonomics","level":3,"score":0.3093999922275543},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.2939999997615814},{"id":"https://openalex.org/C2987933465","wikidata":"https://www.wikidata.org/wiki/Q141130","display_name":"Image manipulation","level":3,"score":0.2930000126361847},{"id":"https://openalex.org/C143267671","wikidata":"https://www.wikidata.org/wiki/Q7901856","display_name":"User requirements document","level":2,"score":0.29019999504089355},{"id":"https://openalex.org/C188688815","wikidata":"https://www.wikidata.org/wiki/Q7205541","display_name":"Pluralistic walkthrough","level":3,"score":0.28690001368522644},{"id":"https://openalex.org/C91262260","wikidata":"https://www.wikidata.org/wiki/Q528074","display_name":"End user","level":2,"score":0.2777000069618225},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.27140000462532043},{"id":"https://openalex.org/C63880386","wikidata":"https://www.wikidata.org/wiki/Q5157592","display_name":"Computer user satisfaction","level":4,"score":0.2605000138282776},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.25110000371932983}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.ergon.2026.104039","doi":"https://doi.org/10.1016/j.ergon.2026.104039","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ergon.2026.104039","pdf_url":null,"source":{"id":"https://openalex.org/S92539022","display_name":"International Journal of Industrial Ergonomics","issn_l":"0169-8141","issn":["0169-8141","1872-8219"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Industrial Ergonomics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4156000018119812,"id":"https://metadata.un.org/sdg/4","display_name":"Quality education"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G2164924642","display_name":null,"funder_award_id":"RS-2023-00242528","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G2576203243","display_name":null,"funder_award_id":"RF1028623338","funder_id":"https://openalex.org/F4320324856","funder_display_name":"Southeast University"},{"id":"https://openalex.org/G8022947856","display_name":null,"funder_award_id":"RS-2024-00343882","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"}],"funders":[{"id":"https://openalex.org/F4320321248","display_name":"Kangwon National University","ror":"https://ror.org/01mh5ph17"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320324856","display_name":"Southeast University","ror":"https://ror.org/04ct4d772"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1964729842","https://openalex.org/W2129203575","https://openalex.org/W2964268190","https://openalex.org/W3130295820","https://openalex.org/W4220751443","https://openalex.org/W4229440802","https://openalex.org/W4297461724","https://openalex.org/W4308579274","https://openalex.org/W4378574522","https://openalex.org/W4390060956","https://openalex.org/W4396956224","https://openalex.org/W4399126063","https://openalex.org/W4401506519","https://openalex.org/W4402884720","https://openalex.org/W4404858203","https://openalex.org/W4408447781","https://openalex.org/W4409346353","https://openalex.org/W4409455078","https://openalex.org/W4415322254","https://openalex.org/W7160035406"],"related_works":["https://openalex.org/W4410886415","https://openalex.org/W4414400730","https://openalex.org/W4396833147","https://openalex.org/W7117969466","https://openalex.org/W4413193716","https://openalex.org/W7124128257","https://openalex.org/W4392619076","https://openalex.org/W4404413033","https://openalex.org/W4402982814","https://openalex.org/W7117965301"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2026-09-01T00:00:00"}
