{"id":"https://openalex.org/W4390992030","doi":"https://doi.org/10.1109/bibm58861.2023.10385315","title":"Employing Nudge Theory and Persuasive Principles with Explainable AI in Clinical Decision Support","display_name":"Employing Nudge Theory and Persuasive Principles with Explainable AI in Clinical Decision Support","publication_year":2023,"publication_date":"2023-12-05","ids":{"openalex":"https://openalex.org/W4390992030","doi":"https://doi.org/10.1109/bibm58861.2023.10385315"},"language":"en","primary_location":{"id":"doi:10.1109/bibm58861.2023.10385315","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm58861.2023.10385315","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"conference-paper","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":"https://openalex.org/A5026516324","display_name":"Seda Polat Erdeniz","orcid":"https://orcid.org/0009-0006-5106-3986"},"institutions":[{"id":"https://openalex.org/I15766117","display_name":"University of Graz","ror":"https://ror.org/01faaaf77","country_code":"AT","type":"education","lineage":["https://openalex.org/I15766117"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Seda Polat Erdeniz","raw_affiliation_strings":["KAGes,Data Science Team,Graz,Austria","Data Science Team, KAGes, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KAGes,Data Science Team,Graz,Austria","institution_ids":["https://openalex.org/I15766117"]},{"raw_affiliation_string":"Data Science Team, KAGes, Graz, Austria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051851807","display_name":"Thi Ngoc Trang Tran","orcid":"https://orcid.org/0000-0002-3550-8352"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Thi Ngoc Trang Tran","raw_affiliation_strings":["Graz University of Technology,Applied Software Eng. and AI Group,Graz,Austria","Applied Software Eng. and AI Group, Graz University of Technology, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graz University of Technology,Applied Software Eng. and AI Group,Graz,Austria","institution_ids":["https://openalex.org/I4092182"]},{"raw_affiliation_string":"Applied Software Eng. and AI Group, Graz University of Technology, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033783997","display_name":"Alexander Felfernig","orcid":"https://orcid.org/0000-0003-0108-3146"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Alexander Felfernig","raw_affiliation_strings":["Graz University of Technology,Applied Software Eng. and AI Group,Graz,Austria","Applied Software Eng. and AI Group, Graz University of Technology, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graz University of Technology,Applied Software Eng. and AI Group,Graz,Austria","institution_ids":["https://openalex.org/I4092182"]},{"raw_affiliation_string":"Applied Software Eng. and AI Group, Graz University of Technology, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040617592","display_name":"Sebastian Lubos","orcid":"https://orcid.org/0000-0002-5024-3786"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Sebastian Lubos","raw_affiliation_strings":["Graz University of Technology,Applied Software Eng. and AI Group,Graz,Austria","Applied Software Eng. and AI Group, Graz University of Technology, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graz University of Technology,Applied Software Eng. and AI Group,Graz,Austria","institution_ids":["https://openalex.org/I4092182"]},{"raw_affiliation_string":"Applied Software Eng. and AI Group, Graz University of Technology, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067996354","display_name":"Michael Schrempf","orcid":null},"institutions":[{"id":"https://openalex.org/I15766117","display_name":"University of Graz","ror":"https://ror.org/01faaaf77","country_code":"AT","type":"education","lineage":["https://openalex.org/I15766117"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Michael Schrempf","raw_affiliation_strings":["KAGes,Data Science Team,Graz,Austria","Data Science Team, KAGes, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KAGes,Data Science Team,Graz,Austria","institution_ids":["https://openalex.org/I15766117"]},{"raw_affiliation_string":"Data Science Team, KAGes, Graz, Austria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064589865","display_name":"Diether Kramer","orcid":null},"institutions":[{"id":"https://openalex.org/I15766117","display_name":"University of Graz","ror":"https://ror.org/01faaaf77","country_code":"AT","type":"education","lineage":["https://openalex.org/I15766117"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Diether Kramer","raw_affiliation_strings":["KAGes,Data Science Team,Graz,Austria","Data Science Team, KAGes, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KAGes,Data Science Team,Graz,Austria","institution_ids":["https://openalex.org/I15766117"]},{"raw_affiliation_string":"Data Science Team, KAGes, Graz, Austria","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031315514","display_name":"Peter P. Rainer","orcid":"https://orcid.org/0000-0002-2840-6454"},"institutions":[{"id":"https://openalex.org/I202276237","display_name":"Medical University of Graz","ror":"https://ror.org/02n0bts35","country_code":"AT","type":"education","lineage":["https://openalex.org/I202276237"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Peter P. Rainer","raw_affiliation_strings":["Medical University Graz,Cardiology Dept.,Graz,Austria","Cardiology Dept., Medical University Graz, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical University Graz,Cardiology Dept.,Graz,Austria","institution_ids":["https://openalex.org/I202276237"]},{"raw_affiliation_string":"Cardiology Dept., Medical University Graz, Graz, Austria","institution_ids":["https://openalex.org/I202276237"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9601,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.89194348,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2983","last_page":"2989"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9708999991416931,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9592999815940857,"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/persuasion","display_name":"Persuasion","score":0.9258466958999634},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5151375532150269},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.508321225643158},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5074872374534607},{"id":"https://openalex.org/keywords/persuasive-technology","display_name":"Persuasive technology","score":0.47847697138786316},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46721139550209045},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4560953378677368},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.4468671381473541},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4071071147918701},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4033639430999756},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30805832147598267},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.1768399477005005},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.08356675505638123}],"concepts":[{"id":"https://openalex.org/C2781310500","wikidata":"https://www.wikidata.org/wiki/Q1231428","display_name":"Persuasion","level":2,"score":0.9258466958999634},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5151375532150269},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.508321225643158},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5074872374534607},{"id":"https://openalex.org/C100143864","wikidata":"https://www.wikidata.org/wiki/Q2902255","display_name":"Persuasive technology","level":3,"score":0.47847697138786316},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46721139550209045},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4560953378677368},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.4468671381473541},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4071071147918701},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4033639430999756},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30805832147598267},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.1768399477005005},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.08356675505638123},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"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:10.1109/bibm58861.2023.10385315","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm58861.2023.10385315","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W137835268","https://openalex.org/W1128302166","https://openalex.org/W1481908410","https://openalex.org/W1560649687","https://openalex.org/W2112779498","https://openalex.org/W2296060127","https://openalex.org/W2501417037","https://openalex.org/W2597763611","https://openalex.org/W2613482391","https://openalex.org/W2896014951","https://openalex.org/W2945976633","https://openalex.org/W2975495759","https://openalex.org/W2982327119","https://openalex.org/W3107155688","https://openalex.org/W3172362366","https://openalex.org/W4294218623","https://openalex.org/W4299700722","https://openalex.org/W6731955850","https://openalex.org/W6769906180","https://openalex.org/W6801109346"],"related_works":["https://openalex.org/W2141939030","https://openalex.org/W2053896475","https://openalex.org/W2049539380","https://openalex.org/W2046929026","https://openalex.org/W2779278343","https://openalex.org/W2920888039","https://openalex.org/W2133856333","https://openalex.org/W1996434451","https://openalex.org/W1569026615","https://openalex.org/W2791725133"],"abstract_inverted_index":{"Persuasive":[0,5,23],"XAI,":[1],"also":[2],"known":[3],"as":[4],"Explainable":[6],"Artificial":[7],"Intelligence,":[8],"refers":[9],"to":[10,38,49,64,75,84],"the":[11,32,40,45],"combination":[12],"of":[13,42],"two":[14],"concepts:":[15],"explainable":[16],"artificial":[17],"intelligence":[18],"(XAI)":[19],"and":[20,52,72,87],"persuasive":[21],"technology.":[22],"XAI":[24,71],"can":[25],"be":[26],"applied":[27],"in":[28,31,35,70,78,89],"decision-support":[29],"systems":[30],"healthcare":[33],"domain":[34],"various":[36],"ways":[37],"enhance":[39],"perception":[41],"patients":[43,88],"about":[44],"outcomes,":[46],"encourage":[47],"adherence":[48],"treatment":[50],"plans,":[51],"improve":[53],"overall":[54],"patient":[55],"or":[56],"clinician":[57],"engagement.":[58],"In":[59],"this":[60],"paper,":[61],"we":[62],"aim":[63],"analyze":[65],"state-of-the-art":[66],"persuasion":[67],"strategies":[68],"used":[69],"discuss":[73],"how":[74],"apply":[76],"them":[77],"Clinical":[79],"Decision":[80],"Support":[81],"Systems":[82],"(CDSS)":[83],"support":[85],"clinicians":[86],"making":[90],"healthcare-related":[91],"decisions.":[92]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}