{"id":"https://openalex.org/W4377157662","doi":"https://doi.org/10.1007/s00146-023-01684-3","title":"Beyond ideals: why the (medical) AI industry needs to motivate behavioural change in line with fairness and transparency values, and how it can do it","display_name":"Beyond ideals: why the (medical) AI industry needs to motivate behavioural change in line with fairness and transparency values, and how it can do it","publication_year":2023,"publication_date":"2023-05-20","ids":{"openalex":"https://openalex.org/W4377157662","doi":"https://doi.org/10.1007/s00146-023-01684-3","pmid":"https://pubmed.ncbi.nlm.nih.gov/39309255"},"language":"en","primary_location":{"id":"doi:10.1007/s00146-023-01684-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00146-023-01684-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00146-023-01684-3.pdf","source":{"id":"https://openalex.org/S4210190517","display_name":"AI & Society","issn_l":"0951-5666","issn":["0951-5666","1435-5655"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AI &amp; SOCIETY","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00146-023-01684-3.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025008293","display_name":"Alice Liefgreen","orcid":"https://orcid.org/0000-0001-8580-6924"},"institutions":[{"id":"https://openalex.org/I39586589","display_name":"Swansea University","ror":"https://ror.org/053fq8t95","country_code":"GB","type":"education","lineage":["https://openalex.org/I39586589"]},{"id":"https://openalex.org/I71052956","display_name":"University of Reading","ror":"https://ror.org/05v62cm79","country_code":"GB","type":"education","lineage":["https://openalex.org/I71052956"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Alice Liefgreen","raw_affiliation_strings":["Hillary Rodham Clinton School of Law, University of Swansea, Swansea, SA2 8PP UK","School of Psychology and Clinical Language Sciences, University of Reading, Whiteknights Road, Reading, RG6 6AL UK","Hillary Rodham Clinton School of Law, University of Swansea, Swansea, SA2 8PP, UK"],"raw_orcid":"https://orcid.org/0000-0001-8580-6924","affiliations":[{"raw_affiliation_string":"Hillary Rodham Clinton School of Law, University of Swansea, Swansea, SA2 8PP UK","institution_ids":["https://openalex.org/I39586589"]},{"raw_affiliation_string":"School of Psychology and Clinical Language Sciences, University of Reading, Whiteknights Road, Reading, RG6 6AL UK","institution_ids":["https://openalex.org/I71052956"]},{"raw_affiliation_string":"Hillary Rodham Clinton School of Law, University of Swansea, Swansea, SA2 8PP, UK","institution_ids":["https://openalex.org/I39586589"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036387798","display_name":"Netta Weinstein","orcid":"https://orcid.org/0000-0003-2200-6617"},"institutions":[{"id":"https://openalex.org/I71052956","display_name":"University of Reading","ror":"https://ror.org/05v62cm79","country_code":"GB","type":"education","lineage":["https://openalex.org/I71052956"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Netta Weinstein","raw_affiliation_strings":["School of Psychology and Clinical Language Sciences, University of Reading, Whiteknights Road, Reading, RG6 6AL UK","School of Psychology and Clinical Language Sciences, University of Reading, Whiteknights Road, Reading, RG6 6AL, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Psychology and Clinical Language Sciences, University of Reading, Whiteknights Road, Reading, RG6 6AL UK","institution_ids":["https://openalex.org/I71052956"]},{"raw_affiliation_string":"School of Psychology and Clinical Language Sciences, University of Reading, Whiteknights Road, Reading, RG6 6AL, UK","institution_ids":["https://openalex.org/I71052956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075172090","display_name":"Sandra Wachter","orcid":"https://orcid.org/0000-0003-3800-0113"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210120676","display_name":"Mathematical Institute of the Slovak Academy of Sciences","ror":"https://ror.org/02fhy7464","country_code":"SK","type":"facility","lineage":["https://openalex.org/I207624831","https://openalex.org/I4210120676"]}],"countries":["GB","SK"],"is_corresponding":false,"raw_author_name":"Sandra Wachter","raw_affiliation_strings":["Oxford Internet Institute, University of Oxford, 1 St. Giles, Oxford, OX1 3JS UK","Oxford Internet Institute, University of Oxford, 1 St. Giles, Oxford, OX1 3JS, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oxford Internet Institute, University of Oxford, 1 St. Giles, Oxford, OX1 3JS UK","institution_ids":["https://openalex.org/I4210120676"]},{"raw_affiliation_string":"Oxford Internet Institute, University of Oxford, 1 St. Giles, Oxford, OX1 3JS, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081516308","display_name":"Brent Mittelstadt","orcid":"https://orcid.org/0000-0002-4709-6404"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210120676","display_name":"Mathematical Institute of the Slovak Academy of Sciences","ror":"https://ror.org/02fhy7464","country_code":"SK","type":"facility","lineage":["https://openalex.org/I207624831","https://openalex.org/I4210120676"]}],"countries":["GB","SK"],"is_corresponding":false,"raw_author_name":"Brent Mittelstadt","raw_affiliation_strings":["Oxford Internet Institute, University of Oxford, 1 St. Giles, Oxford, OX1 3JS UK","Oxford Internet Institute, University of Oxford, 1 St. Giles, Oxford, OX1 3JS, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oxford Internet Institute, University of Oxford, 1 St. Giles, Oxford, OX1 3JS UK","institution_ids":["https://openalex.org/I4210120676"]},{"raw_affiliation_string":"Oxford Internet Institute, University of Oxford, 1 St. Giles, Oxford, OX1 3JS, UK","institution_ids":["https://openalex.org/I40120149"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5025008293"],"corresponding_institution_ids":["https://openalex.org/I39586589","https://openalex.org/I71052956"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":4.2299,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.95098458,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"39","issue":"5","first_page":"2183","last_page":"2199"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9846000075340271,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9846000075340271,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T12520","display_name":"Psychology of Moral and Emotional Judgment","score":0.9501000046730042,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9433000087738037,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/transparency","display_name":"Transparency (behavior)","score":0.8257070779800415},{"id":"https://openalex.org/keywords/performing-arts","display_name":"Performing arts","score":0.6009977459907532},{"id":"https://openalex.org/keywords/line","display_name":"Line (geometry)","score":0.5415785908699036},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4496616721153259},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3663244843482971},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.3455539345741272},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3278343081474304},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.14737093448638916},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14088431000709534},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.12256136536598206},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.09621718525886536}],"concepts":[{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.8257070779800415},{"id":"https://openalex.org/C163286209","wikidata":"https://www.wikidata.org/wiki/Q184485","display_name":"Performing arts","level":2,"score":0.6009977459907532},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.5415785908699036},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4496616721153259},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3663244843482971},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3455539345741272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3278343081474304},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.14737093448638916},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14088431000709534},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.12256136536598206},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.09621718525886536},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1007/s00146-023-01684-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00146-023-01684-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00146-023-01684-3.pdf","source":{"id":"https://openalex.org/S4210190517","display_name":"AI & Society","issn_l":"0951-5666","issn":["0951-5666","1435-5655"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AI &amp; SOCIETY","raw_type":"journal-article"},{"id":"pmid:39309255","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39309255","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,"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":"AI & society","raw_type":null},{"id":"pmh:oai:centaur.reading.ac.uk:112464","is_oa":true,"landing_page_url":"https://centaur.reading.ac.uk/view/creators/90011405.html>","pdf_url":"https://centaur.reading.ac.uk/112464/1/s00146-023-01684-3.pdf","source":{"id":"https://openalex.org/S4306402273","display_name":"CentAUR (University of Reading)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71052956","host_organization_name":"University of Reading","host_organization_lineage":["https://openalex.org/I71052956"],"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":"PeerReviewed"},{"id":"pmh:oai:cronfa.swan.ac.uk:cronfa63376","is_oa":true,"landing_page_url":"https://cronfa.swan.ac.uk/Record/cronfa63376","pdf_url":"https://cronfa.swan.ac.uk/Record/cronfa63376/Download/63376__27605__65a85fa701fb403ba0b91329945432ee.pdf","source":{"id":"https://openalex.org/S4306401612","display_name":"Cronfa (Swansea University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39586589","host_organization_name":"Swansea University","host_organization_lineage":["https://openalex.org/I39586589"],"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":null,"raw_type":"Journal article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11415467","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11415467","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11415467/pdf/146_2023_Article_1684.pdf","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,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"AI Soc","raw_type":"Text"},{"id":"pmh:oai:ora.ox.ac.uk:uuid:67b7cae5-80c8-4db1-bcf5-5400c6de3eca","is_oa":true,"landing_page_url":"https://ora.ox.ac.uk/objects/uuid:67b7cae5-80c8-4db1-bcf5-5400c6de3eca","pdf_url":null,"source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"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":"Symplectic Elements","raw_type":"Journal article"}],"best_oa_location":{"id":"doi:10.1007/s00146-023-01684-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00146-023-01684-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00146-023-01684-3.pdf","source":{"id":"https://openalex.org/S4210190517","display_name":"AI & Society","issn_l":"0951-5666","issn":["0951-5666","1435-5655"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AI &amp; SOCIETY","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4144191745","display_name":null,"funder_award_id":"223765/Z/21/Z","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"},{"id":"https://openalex.org/G6462933668","display_name":null,"funder_award_id":"PF2\\180114","funder_id":"https://openalex.org/F4320320004","funder_display_name":"British Academy"}],"funders":[{"id":"https://openalex.org/F4320306151","display_name":"Alfred P. Sloan Foundation","ror":"https://ror.org/052csg198"},{"id":"https://openalex.org/F4320311904","display_name":"Wellcome Trust","ror":"https://ror.org/029chgv08"},{"id":"https://openalex.org/F4320315939","display_name":"Miami Foundation","ror":"https://ror.org/01k6q3j92"},{"id":"https://openalex.org/F4320319990","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08"},{"id":"https://openalex.org/F4320319994","display_name":"Department of Health and Social Care","ror":"https://ror.org/03sbpja79"},{"id":"https://openalex.org/F4320320004","display_name":"British Academy","ror":"https://ror.org/0302b4677"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4377157662.pdf"},"referenced_works_count":151,"referenced_works":["https://openalex.org/W72750982","https://openalex.org/W168039867","https://openalex.org/W622263847","https://openalex.org/W834904445","https://openalex.org/W1537067621","https://openalex.org/W1580912488","https://openalex.org/W1670772717","https://openalex.org/W1679365809","https://openalex.org/W1680515141","https://openalex.org/W1896027656","https://openalex.org/W1965426829","https://openalex.org/W1967605054","https://openalex.org/W1997783512","https://openalex.org/W2010040259","https://openalex.org/W2013602917","https://openalex.org/W2013897994","https://openalex.org/W2017852158","https://openalex.org/W2017939023","https://openalex.org/W2025544150","https://openalex.org/W2039156968","https://openalex.org/W2048683145","https://openalex.org/W2062726140","https://openalex.org/W2072339033","https://openalex.org/W2073689153","https://openalex.org/W2077676995","https://openalex.org/W2087419231","https://openalex.org/W2098860027","https://openalex.org/W2100315372","https://openalex.org/W2103594011","https://openalex.org/W2112247480","https://openalex.org/W2112524266","https://openalex.org/W2113090014","https://openalex.org/W2130950828","https://openalex.org/W2143379844","https://openalex.org/W2143406793","https://openalex.org/W2155059737","https://openalex.org/W2158401748","https://openalex.org/W2158736712","https://openalex.org/W2165784380","https://openalex.org/W2170488209","https://openalex.org/W2294320738","https://openalex.org/W2317166805","https://openalex.org/W2339337324","https://openalex.org/W2477771363","https://openalex.org/W2531587846","https://openalex.org/W2550925836","https://openalex.org/W2597930427","https://openalex.org/W2704480242","https://openalex.org/W2743497474","https://openalex.org/W2771467280","https://openalex.org/W2792568981","https://openalex.org/W2794085046","https://openalex.org/W2804586743","https://openalex.org/W2805597277","https://openalex.org/W2808195757","https://openalex.org/W2892099700","https://openalex.org/W2893171349","https://openalex.org/W2897312458","https://openalex.org/W2901291391","https://openalex.org/W2902999784","https://openalex.org/W2905210764","https://openalex.org/W2906849518","https://openalex.org/W2916080321","https://openalex.org/W2916797267","https://openalex.org/W2921462679","https://openalex.org/W2946644350","https://openalex.org/W2953522645","https://openalex.org/W2953532875","https://openalex.org/W2954266614","https://openalex.org/W2956792022","https://openalex.org/W2959327140","https://openalex.org/W2962059918","https://openalex.org/W2970837303","https://openalex.org/W2973190536","https://openalex.org/W2981869278","https://openalex.org/W2985543011","https://openalex.org/W2988347076","https://openalex.org/W2990768863","https://openalex.org/W2993533402","https://openalex.org/W2996541402","https://openalex.org/W3002093512","https://openalex.org/W3007935259","https://openalex.org/W3011424188","https://openalex.org/W3013880603","https://openalex.org/W3016745222","https://openalex.org/W3023538885","https://openalex.org/W3030030520","https://openalex.org/W3035286874","https://openalex.org/W3035885149","https://openalex.org/W3039044431","https://openalex.org/W3044403197","https://openalex.org/W3044430020","https://openalex.org/W3085414015","https://openalex.org/W3093535088","https://openalex.org/W3102092462","https://openalex.org/W3103319283","https://openalex.org/W3105871743","https://openalex.org/W3111271797","https://openalex.org/W3112891438","https://openalex.org/W3118468603","https://openalex.org/W3121929494","https://openalex.org/W3122217746","https://openalex.org/W3123581198","https://openalex.org/W3124443940","https://openalex.org/W3125041301","https://openalex.org/W3128206934","https://openalex.org/W3131567681","https://openalex.org/W3139213397","https://openalex.org/W3144843390","https://openalex.org/W3155753514","https://openalex.org/W3157311084","https://openalex.org/W3157496665","https://openalex.org/W3171193031","https://openalex.org/W3172087295","https://openalex.org/W3172392762","https://openalex.org/W3174420708","https://openalex.org/W3175297548","https://openalex.org/W3176768410","https://openalex.org/W3177019841","https://openalex.org/W3184020878","https://openalex.org/W3184192093","https://openalex.org/W3196615241","https://openalex.org/W3197709363","https://openalex.org/W3199196172","https://openalex.org/W3200759624","https://openalex.org/W3201240995","https://openalex.org/W3202196203","https://openalex.org/W3205730953","https://openalex.org/W3206840963","https://openalex.org/W3208920975","https://openalex.org/W4200454910","https://openalex.org/W4206415094","https://openalex.org/W4206968786","https://openalex.org/W4210380971","https://openalex.org/W4211192987","https://openalex.org/W4221141112","https://openalex.org/W4221153496","https://openalex.org/W4223506650","https://openalex.org/W4223995644","https://openalex.org/W4239107786","https://openalex.org/W4242057982","https://openalex.org/W4243807566","https://openalex.org/W4251130022","https://openalex.org/W4281723109","https://openalex.org/W4287388650","https://openalex.org/W4288321064","https://openalex.org/W4300107936","https://openalex.org/W4301858760","https://openalex.org/W4312275694","https://openalex.org/W4321607679","https://openalex.org/W4376848249"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W4382930947","https://openalex.org/W3081288631","https://openalex.org/W2158488214","https://openalex.org/W3152382318","https://openalex.org/W2036035404","https://openalex.org/W3004686567","https://openalex.org/W2886310615","https://openalex.org/W2738656338","https://openalex.org/W2603787370"],"abstract_inverted_index":{"Artificial":[0],"intelligence":[1],"(AI)":[2],"is":[3,56],"increasingly":[4],"relied":[5],"upon":[6],"by":[7,107],"clinicians":[8],"for":[9,176,187],"making":[10],"diagnostic":[11],"and":[12,26,39,70,84,112,129,150,164,172,184,194],"treatment":[13],"decisions,":[14],"playing":[15],"an":[16],"important":[17],"role":[18],"in":[19,35,73,110,148,190],"imaging,":[20],"diagnosis,":[21],"risk":[22],"analysis,":[23],"lifestyle":[24],"monitoring,":[25],"health":[27],"information":[28],"management.":[29],"While":[30],"research":[31,60],"has":[32],"identified":[33],"biases":[34],"healthcare":[36,135,170],"AI":[37,75,114,134,169],"systems":[38,76],"proposed":[40],"technical":[41],"solutions":[42,50,69],"to":[43,63,99,124,139,158],"address":[44],"these,":[45],"we":[46,95,160,173],"argue":[47],"that":[48,77,103,166],"effective":[49],"require":[51],"human":[52],"engagement.":[53],"Furthermore,":[54],"there":[55],"a":[57],"lack":[58],"of":[59,67],"on":[61,90],"how":[62,118],"motivate":[64],"the":[65,87,97,101,133,162,168,178],"adoption":[66],"these":[68,156],"promote":[71],"investment":[72],"designing":[74],"align":[78],"with":[79,127,192],"values":[80,102],"such":[81],"as":[82],"transparency":[83,193],"fairness":[85,195],"from":[86,92],"outset.":[88],"Drawing":[89],"insights":[91],"psychological":[93],"theories,":[94],"assert":[96],"need":[98],"understand":[100],"underlie":[104],"decisions":[105],"made":[106],"individuals":[108],"involved":[109],"creating":[111],"deploying":[113],"systems.":[115],"We":[116],"describe":[117],"this":[119],"understanding":[120],"can":[121],"be":[122],"leveraged":[123],"increase":[125],"engagement":[126],"de-biasing":[128],"fairness-enhancing":[130],"practices":[131],"within":[132],"industry,":[136],"ultimately":[137],"leading":[138],"sustained":[140],"behavioral":[141],"change":[142,189],"via":[143],"autonomy-supportive":[144],"communication":[145],"strategies":[146],"rooted":[147],"motivational":[149],"social":[151,185],"psychology":[152],"theories.":[153],"In":[154],"developing":[155],"pathways":[157],"engagement,":[159],"consider":[161],"norms":[163],"needs":[165],"govern":[167],"domain,":[171],"evaluate":[174],"incentives":[175,186],"maintaining":[177],"status":[179],"quo":[180],"against":[181],"economic,":[182],"legal,":[183],"behavior":[188],"line":[191],"values.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-23T13:55:30.953635","created_date":"2025-10-10T00:00:00"}
