{"id":"https://openalex.org/W7162750220","doi":"https://doi.org/10.1145/3797246.3806794","title":"A Comparative Audit of Demographic Reporting Practices in Eye Tracking Datasets: Gaps and Biases","display_name":"A Comparative Audit of Demographic Reporting Practices in Eye Tracking Datasets: Gaps and Biases","publication_year":2026,"publication_date":"2026-05-29","ids":{"openalex":"https://openalex.org/W7162750220","doi":"https://doi.org/10.1145/3797246.3806794"},"language":null,"primary_location":{"id":"doi:10.1145/3797246.3806794","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3797246.3806794","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 2026 Symposium on Eye Tracking Research and Applications","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3797246.3806794","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5126473992","display_name":"Hsin-Yuan Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I124261462","display_name":"Oxford Brookes University","ror":"https://ror.org/04v2twj65","country_code":"GB","type":"education","lineage":["https://openalex.org/I124261462"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Hsin-Yuan Chen","raw_affiliation_strings":["Oxford Brookes University, Oxford, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-5361-380X","affiliations":[{"raw_affiliation_string":"Oxford Brookes University, Oxford, United Kingdom","institution_ids":["https://openalex.org/I124261462"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5126473992"],"corresponding_institution_ids":["https://openalex.org/I124261462"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9819999933242798,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9819999933242798,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.004100000020116568,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10709","display_name":"Social Robot Interaction and HRI","score":0.0012000000569969416,"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/generalizability-theory","display_name":"Generalizability theory","score":0.7811999917030334},{"id":"https://openalex.org/keywords/audit","display_name":"Audit","score":0.6516000032424927},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.6122999787330627},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.5605000257492065},{"id":"https://openalex.org/keywords/ethnic-group","display_name":"Ethnic group","score":0.5501000285148621},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.5285000205039978},{"id":"https://openalex.org/keywords/demographics","display_name":"Demographics","score":0.4902999997138977}],"concepts":[{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.7811999917030334},{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.6516000032424927},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.6122999787330627},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.5605000257492065},{"id":"https://openalex.org/C137403100","wikidata":"https://www.wikidata.org/wiki/Q41710","display_name":"Ethnic group","level":2,"score":0.5501000285148621},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.5285000205039978},{"id":"https://openalex.org/C2780084366","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demographics","level":2,"score":0.4902999997138977},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.44690001010894775},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.44609999656677246},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.4336000084877014},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.40869998931884766},{"id":"https://openalex.org/C76509639","wikidata":"https://www.wikidata.org/wiki/Q918036","display_name":"Race (biology)","level":2,"score":0.3262999951839447},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3212999999523163},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3098999857902527},{"id":"https://openalex.org/C61980418","wikidata":"https://www.wikidata.org/wiki/Q2221906","display_name":"Location","level":2,"score":0.3091999888420105},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2709999978542328},{"id":"https://openalex.org/C125209646","wikidata":"https://www.wikidata.org/wiki/Q1338878","display_name":"Cultural diversity","level":2,"score":0.2662999927997589},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.26179999113082886},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.2522999942302704}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3797246.3806794","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3797246.3806794","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 2026 Symposium on Eye Tracking Research and Applications","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3797246.3806794","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3797246.3806794","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 2026 Symposium on Eye Tracking Research and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","score":0.6314833164215088,"display_name":"Gender equality"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1988798713","https://openalex.org/W2027879843","https://openalex.org/W2042906110","https://openalex.org/W2468114283","https://openalex.org/W2765629358","https://openalex.org/W2895535699","https://openalex.org/W2941240724","https://openalex.org/W2986102820","https://openalex.org/W3096147990","https://openalex.org/W3179188416","https://openalex.org/W4200453943","https://openalex.org/W4283785785","https://openalex.org/W4361278075"],"related_works":[],"abstract_inverted_index":{"The":[0],"proliferation":[1],"of":[2,40,135],"publicly":[3],"available":[4],"eye":[5,44],"tracking":[6,45],"datasets":[7,28,122],"has":[8],"been":[9],"instrumental":[10],"in":[11,86,92,104,138],"advancing":[12],"gaze":[13],"estimation,":[14],"attention":[15],"modeling,":[16],"and":[17,32,61,71,75,97,108,116,133],"human":[18],"computer":[19],"interaction":[20],"research.":[21],"However,":[22],"the":[23,105,131],"extent":[24],"to":[25],"which":[26],"these":[27,139],"document":[29],"participant":[30,54],"demographics":[31],"methodological":[33],"details":[34],"remain":[35],"unclear.":[36],"A":[37,101],"systematic":[38],"audit":[39],"15":[41],"widely":[42],"used":[43],"datasets,":[46],"evaluating":[47],"their":[48],"reporting":[49],"practices":[50],"across":[51,120],"ten":[52],"dimensions:":[53],"count,":[55],"age":[56],"distribution,":[57,59],"gender":[58],"ethnicity":[60,93],"race":[62],"information,":[63],"recruitment":[64,95],"type,":[65,69],"recording":[66],"environment,":[67],"task":[68],"device":[70],"platform,":[72],"geographic":[73,102],"location":[74],"visual":[76,98],"acuity":[77,99],"status":[78],"is":[79,123],"presented.":[80],"Our":[81],"analysis":[82],"reveals":[83],"substantial":[84],"heterogeneity":[85],"documentation":[87],"completeness,":[88],"with":[89],"critical":[90],"gaps":[91],"reporting,":[94],"method":[96],"information.":[100],"concentration":[103],"United":[106],"States":[107],"Europe,":[109],"a":[110],"reliance":[111],"on":[112],"controlled":[113],"laboratory":[114],"settings,":[115],"limited":[117],"demographic":[118],"diversity":[119],"most":[121],"identified.":[124],"These":[125],"findings":[126],"carry":[127],"significant":[128],"implications":[129],"for":[130],"generalizability":[132],"fairness":[134],"models":[136],"trained":[137],"resources.":[140]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-05-30T00:00:00"}
