{"id":"https://openalex.org/W4360991389","doi":"https://doi.org/10.1145/3581641.3584066","title":"Appropriate Reliance on AI Advice: Conceptualization and the Effect of Explanations","display_name":"Appropriate Reliance on AI Advice: Conceptualization and the Effect of Explanations","publication_year":2023,"publication_date":"2023-03-27","ids":{"openalex":"https://openalex.org/W4360991389","doi":"https://doi.org/10.1145/3581641.3584066"},"language":"en","primary_location":{"id":"doi:10.1145/3581641.3584066","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581641.3584066","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://publikationen.bibliothek.kit.edu/1000158077/150613452","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064032777","display_name":"Max Schemmer","orcid":"https://orcid.org/0000-0001-6341-2051"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Max Schemmer","raw_affiliation_strings":["Karlsruhe Institute of Technology, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6341-2051","affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110460401","display_name":"Niklas Kuehl","orcid":null},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Niklas Kuehl","raw_affiliation_strings":["Karlsruhe Service Research Institute, Karlsruhe Institute of Technology, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6750-0876","affiliations":[{"raw_affiliation_string":"Karlsruhe Service Research Institute, Karlsruhe Institute of Technology, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037041572","display_name":"Carina Benz","orcid":"https://orcid.org/0000-0002-5614-1772"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Carina Benz","raw_affiliation_strings":["Karlsruhe Institute of Technology, Germany"],"raw_orcid":"https://orcid.org/0000-0002-5614-1772","affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060790524","display_name":"Andrea Bartos","orcid":"https://orcid.org/0000-0002-2667-5917"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andrea Bartos","raw_affiliation_strings":["Karlsruhe Institute of Technology, Germany"],"raw_orcid":"https://orcid.org/0000-0002-2667-5917","affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000245557","display_name":"Gerhard Satzger","orcid":"https://orcid.org/0000-0001-8731-654X"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gerhard Satzger","raw_affiliation_strings":["Karlsruhe Service Research Institute, Karlsruhe Institute of Technology, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8731-654X","affiliations":[{"raw_affiliation_string":"Karlsruhe Service Research Institute, Karlsruhe Institute of Technology, Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":32.7974,"has_fulltext":true,"cited_by_count":147,"citation_normalized_percentile":{"value":0.9986053,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"410","last_page":"422"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9925000071525574,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9861999750137329,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/advice","display_name":"Advice (programming)","score":0.9270461797714233},{"id":"https://openalex.org/keywords/conceptualization","display_name":"Conceptualization","score":0.8497867584228516},{"id":"https://openalex.org/keywords/imperfect","display_name":"Imperfect","score":0.6445852518081665},{"id":"https://openalex.org/keywords/discretion","display_name":"Discretion","score":0.6320564150810242},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49431538581848145},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.41371840238571167},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.4028898775577545},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22641626000404358},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11175495386123657},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.09695431590080261},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.0745050311088562}],"concepts":[{"id":"https://openalex.org/C2779955035","wikidata":"https://www.wikidata.org/wiki/Q4686785","display_name":"Advice (programming)","level":2,"score":0.9270461797714233},{"id":"https://openalex.org/C90734943","wikidata":"https://www.wikidata.org/wiki/Q17008777","display_name":"Conceptualization","level":2,"score":0.8497867584228516},{"id":"https://openalex.org/C2780310539","wikidata":"https://www.wikidata.org/wiki/Q12547192","display_name":"Imperfect","level":2,"score":0.6445852518081665},{"id":"https://openalex.org/C2777632292","wikidata":"https://www.wikidata.org/wiki/Q315515","display_name":"Discretion","level":2,"score":0.6320564150810242},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49431538581848145},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.41371840238571167},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4028898775577545},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22641626000404358},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11175495386123657},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.09695431590080261},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0745050311088562},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3581641.3584066","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581641.3584066","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"},{"id":"pmh:oai:EVASTAR-Karlsruhe.de:1000158077","is_oa":true,"landing_page_url":"https://publikationen.bibliothek.kit.edu/1000158077","pdf_url":"https://publikationen.bibliothek.kit.edu/1000158077/150613452","source":{"id":"https://openalex.org/S4306401992","display_name":"Repository KITopen (Karlsruhe Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102335020","host_organization_name":"Karlsruhe Institute of Technology","host_organization_lineage":["https://openalex.org/I102335020"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"doc-type:report"},{"id":"doi:10.5445/ir/1000158077","is_oa":true,"landing_page_url":"https://doi.org/10.5445/ir/1000158077","pdf_url":null,"source":{"id":"https://openalex.org/S7407052948","display_name":"KITopen","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"report"}],"best_oa_location":{"id":"pmh:oai:EVASTAR-Karlsruhe.de:1000158077","is_oa":true,"landing_page_url":"https://publikationen.bibliothek.kit.edu/1000158077","pdf_url":"https://publikationen.bibliothek.kit.edu/1000158077/150613452","source":{"id":"https://openalex.org/S4306401992","display_name":"Repository KITopen (Karlsruhe Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102335020","host_organization_name":"Karlsruhe Institute of Technology","host_organization_lineage":["https://openalex.org/I102335020"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"doc-type:report"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6200000047683716,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4360991389.pdf","grobid_xml":"https://content.openalex.org/works/W4360991389.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1913957972","https://openalex.org/W1996728935","https://openalex.org/W2001116638","https://openalex.org/W2007567868","https://openalex.org/W2010158189","https://openalex.org/W2030483771","https://openalex.org/W2069239848","https://openalex.org/W2097411145","https://openalex.org/W2281090488","https://openalex.org/W2496777941","https://openalex.org/W2786329903","https://openalex.org/W2793883315","https://openalex.org/W2799915114","https://openalex.org/W2891503716","https://openalex.org/W2899448251","https://openalex.org/W2901895173","https://openalex.org/W2903175405","https://openalex.org/W2941411956","https://openalex.org/W2998175747","https://openalex.org/W2999637955","https://openalex.org/W3009578469","https://openalex.org/W3032816739","https://openalex.org/W3036047738","https://openalex.org/W3082837871","https://openalex.org/W3093033010","https://openalex.org/W3095444354","https://openalex.org/W3099742594","https://openalex.org/W3103751997","https://openalex.org/W3134111219","https://openalex.org/W3156106752","https://openalex.org/W3159250634","https://openalex.org/W3163411042","https://openalex.org/W3163443091","https://openalex.org/W3174333417","https://openalex.org/W3199747482","https://openalex.org/W4205961837","https://openalex.org/W4224940987","https://openalex.org/W4230170278","https://openalex.org/W4242690609","https://openalex.org/W4253429119","https://openalex.org/W4285603627"],"related_works":["https://openalex.org/W4362575170","https://openalex.org/W2984230149","https://openalex.org/W2531253623","https://openalex.org/W1532772865","https://openalex.org/W2112095637","https://openalex.org/W2237121679","https://openalex.org/W4390616414","https://openalex.org/W2006867289","https://openalex.org/W1188194610","https://openalex.org/W4294081884"],"abstract_inverted_index":{"AI":[0,106,127,145],"advice":[1,15],"is":[2,16],"becoming":[3],"increasingly":[4],"popular,":[5],"e.g.,":[6],"in":[7],"investment":[8],"and":[9,38,140],"medical":[10],"treatment":[11],"decisions.":[12],"As":[13],"this":[14,75,78],"typically":[17],"imperfect,":[18],"decision-makers":[19],"have":[20,32,66],"to":[21,25,33],"exert":[22],"discretion":[23],"as":[24,54,56,86],"whether":[26],"actually":[27],"follow":[28],"that":[29,69,98],"advice:":[30],"they":[31],"\u201cappropriately\u201d":[34],"rely":[35],"on":[36,46],"correct":[37],"turn":[39],"down":[40],"incorrect":[41],"advice.":[42,107,128],"However,":[43],"current":[44],"research":[45,96],"appropriate":[47],"reliance":[48,138],"still":[49],"lacks":[50],"a":[51,95],"common":[52],"definition":[53],"well":[55],"an":[57,87,109],"operational":[58],"measurement":[59,91],"concept.":[60,92],"Additionally,":[61],"no":[62],"in-depth":[63],"behavioral":[64],"experiments":[65],"been":[67],"conducted":[68],"help":[70],"understand":[71],"the":[72,100,120,124,135,141],"factors":[73],"influencing":[74],"behavior.":[76],"In":[77,108],"paper,":[79],"we":[80,114],"propose":[81],"Appropriateness":[82],"of":[83,102,126,137,144],"Reliance":[84],"(AoR)":[85],"underlying,":[88],"quantifiable":[89],"two-dimensional":[90],"We":[93],"develop":[94],"model":[97],"analyzes":[99],"effect":[101],"providing":[103],"explanations":[104,118],"for":[105,134],"experiment":[110],"with":[111],"200":[112],"participants,":[113],"demonstrate":[115],"how":[116],"these":[117],"influence":[119],"AoR,":[121],"and,":[122],"thus,":[123],"effectiveness":[125],"Our":[129],"work":[130],"contributes":[131],"fundamental":[132],"concepts":[133],"analysis":[136],"behavior":[139],"purposeful":[142],"design":[143],"advisors.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":36},{"year":2025,"cited_by_count":67},{"year":2024,"cited_by_count":35},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-13T07:54:00.901334","created_date":"2025-10-10T00:00:00"}