{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T14:14:12Z","timestamp":1783433652584,"version":"3.54.6"},"publisher-location":"Cham","reference-count":21,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032307095","type":"print"},{"value":"9783032307101","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,7,8]],"date-time":"2026-07-08T00:00:00Z","timestamp":1783468800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,7,8]],"date-time":"2026-07-08T00:00:00Z","timestamp":1783468800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2027]]},"DOI":"10.1007\/978-3-032-30710-1_11","type":"book-chapter","created":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T13:22:08Z","timestamp":1783430528000},"page":"92-102","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["How Explanation Framing Shapes Reliance on\u00a0AI in\u00a0Clinical Decision Support"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4065-3415","authenticated-orcid":false,"given":"Federico","family":"Cabitza","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-8210-686X","authenticated-orcid":false,"given":"Alessia","family":"Papale","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2769-5028","authenticated-orcid":false,"given":"Luc\u00eda","family":"Vicente","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2828-782X","authenticated-orcid":false,"given":"Rossella","family":"Tomaiuolo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,7,8]]},"reference":[{"issue":"9","key":"11_CR1","doi-asserted-by":"publisher","DOI":"10.2196\/27634","volume":"23","author":"A Ainiwaer","year":"2021","unstructured":"Ainiwaer, A., Zhang, S., Ainiwaer, X., Ma, F.: Effects of message framing on cancer prevention and detection behaviors, intentions, and attitudes: Systematic review and meta-analysis. J. Med. Internet Res. 23(9), e27634 (2021)","journal-title":"J. Med. Internet Res."},{"key":"11_CR2","doi-asserted-by":"crossref","unstructured":"Balog, K., Radlinski, F., Petrov, A.: Measuring the impact of explanation bias: a study of natural language justifications for recommender systems. CHI EA \u2019 23, (2023) ACM","DOI":"10.1145\/3544549.3585748"},{"key":"11_CR3","doi-asserted-by":"crossref","unstructured":"Bertrand, A., Belloum, R., Eagan, J.R., Maxwell, W.: How cognitive biases affect XAI-assisted decision-making: a systematic review. In: AAAI\/ACM AIES \u201922, pp. 78\u201391. ACM (2022)","DOI":"10.1145\/3514094.3534164"},{"issue":"7247","key":"11_CR4","doi-asserted-by":"publisher","first-page":"1468","DOI":"10.1136\/bmj.320.7247.1468","volume":"320","author":"JM Bland","year":"2000","unstructured":"Bland, J.M., Altman, D.G.: The odds ratio. BMJ 320(7247), 1468 (2000)","journal-title":"BMJ"},{"key":"11_CR5","doi-asserted-by":"crossref","unstructured":"Campagner, A., Fregosi, C., Natali, C., Cabitza, F.: Under what influence: measuring AI influence to fit user profiles in decision-making. Int. J. Hum Comput Stud. 210(103763) (2026)","DOI":"10.1016\/j.ijhcs.2026.103763"},{"key":"11_CR6","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.222176","volume":"307","author":"T Dratsch","year":"2023","unstructured":"Dratsch, T., et al.: Automation bias in mammography: the impact of artificial intelligence bi-rads suggestions on reader performance. Radiology 307, e222176 (2023)","journal-title":"Radiology"},{"key":"11_CR7","doi-asserted-by":"crossref","unstructured":"Ehsan, U., et\u00a0al.: The who in XAI: how AI background shapes perceptions of AI explanations. In: CHI \u201924, pp. 1\u201332. ACM (2024)","DOI":"10.1145\/3613904.3642474"},{"key":"11_CR8","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2023.108107","volume":"153","author":"H Fahnenstich","year":"2024","unstructured":"Fahnenstich, H., Rieger, T., Roesler, E.: Trusting under risk-comparing human to AI decision support agents. Comput. Hum. Behav. 153, 108107 (2024)","journal-title":"Comput. Hum. Behav."},{"issue":"1","key":"11_CR9","doi-asserted-by":"publisher","first-page":"175","DOI":"10.2307\/2983411","volume":"158","author":"H Goldstein","year":"1995","unstructured":"Goldstein, H., Healy, M.J.: The graphical presentation of a collection of means. J. R. Stat. Soc. A. Stat. Soc. 158(1), 175\u2013177 (1995)","journal-title":"J. R. Stat. Soc. A. Stat. Soc."},{"issue":"6","key":"11_CR10","doi-asserted-by":"publisher","first-page":"645","DOI":"10.1080\/13548506.2013.766352","volume":"18","author":"J Gong","year":"2013","unstructured":"Gong, J., et al.: The framing effect in medical decision-making: a review of the literature. Psychol. Health Med. 18(6), 645\u2013653 (2013)","journal-title":"Psychol. Health Med."},{"issue":"9","key":"11_CR11","doi-asserted-by":"publisher","first-page":"697","DOI":"10.1037\/0003-066X.58.9.697","volume":"58","author":"D Kahneman","year":"2003","unstructured":"Kahneman, D.: A perspective on judgment and choice: mapping bounded rationality. Am. Psychol. 58(9), 697\u2013720 (2003)","journal-title":"Am. Psychol."},{"issue":"4","key":"11_CR12","first-page":"790","volume":"39","author":"T Kim","year":"2023","unstructured":"Kim, T., Song, H.: Communicating the limitations of AI: the effect of message framing and ownership on trust in artificial intelligence. Int. J. Hum.-Comput. Int. 39(4), 790\u2013800 (2023)","journal-title":"Int. J. Hum.-Comput. Int."},{"issue":"1","key":"11_CR13","doi-asserted-by":"publisher","first-page":"30","DOI":"10.1186\/s41235-023-00485-y","volume":"8","author":"MA Kunar","year":"2023","unstructured":"Kunar, M.A., Watson, D.G.: Framing the fallibility of computer-aided detection aids cancer detection. Cogn. Res. 8(1), 30 (2023). https:\/\/doi.org\/10.1186\/s41235-023-00485-y","journal-title":"Cogn. Res."},{"issue":"2","key":"11_CR14","doi-asserted-by":"publisher","first-page":"149","DOI":"10.1006\/obhd.1998.2804","volume":"76","author":"IP Levin","year":"1998","unstructured":"Levin, I.P., Schneider, S.L., Gaeth, G.J.: All frames are not created equal: a typology and critical analysis of framing effects. Organ. Behav. Hum. Decis. Process. 76(2), 149\u2013188 (1998)","journal-title":"Organ. Behav. Hum. Decis. Process."},{"key":"11_CR15","doi-asserted-by":"crossref","unstructured":"Liao, M., Sundar, S.S.: How should AI systems talk to users when collecting their personal information? Effects of role framing and self-referencing on human-AI interaction. In: CHI \u201921, ACM (2021)","DOI":"10.1145\/3411764.3445415"},{"key":"11_CR16","unstructured":"Liu, H., Su, Y., Lease, M.: Rhetorical XAI: explaining AI\u2019s benefits as well as its use via rhetorical design (2025). https:\/\/arxiv.org\/abs\/2505.09862"},{"issue":"1","key":"11_CR17","doi-asserted-by":"publisher","first-page":"89","DOI":"10.1111\/j.2044-8309.1989.tb00849.x","volume":"28","author":"TM Marteau","year":"1989","unstructured":"Marteau, T.M.: Framing of information: its influence upon decisions of doctors and patients. Br. J. Soc. Psychol. 28(1), 89\u201394 (1989)","journal-title":"Br. J. Soc. Psychol."},{"issue":"21","key":"11_CR18","doi-asserted-by":"publisher","first-page":"1259","DOI":"10.1056\/NEJM198205273062103","volume":"306","author":"BJ McNeil","year":"1982","unstructured":"McNeil, B.J., Pauker, S.G., Sox, H.C., Tversky, A.: On the elicitation of preferences for alternative therapies. N. Engl. J. Med. 306(21), 1259\u20131262 (1982)","journal-title":"N. Engl. J. Med."},{"key":"11_CR19","doi-asserted-by":"publisher","first-page":"1076","DOI":"10.1038\/s42256-023-00720-7","volume":"5","author":"P Pataranutaporn","year":"2023","unstructured":"Pataranutaporn, P., Liu, R., Finn, E., Maes, P.: Influencing human\u2013AI interaction by priming beliefs about ai can increase perceived trustworthiness, empathy and effectiveness. Nat. Mach. Intell. 5, 1076\u20131086 (2023)","journal-title":"Nat. Mach. Intell."},{"key":"11_CR20","doi-asserted-by":"crossref","unstructured":"Schemmer, M., Kuehl, N., Benz, C., Bartos, A., Satzger, G.: Appropriate reliance on AI advice: conceptualization and the effect of explanations. In: IUI \u201923, pp. 410\u2013422 (2023)","DOI":"10.1145\/3581641.3584066"},{"issue":"4481","key":"11_CR21","doi-asserted-by":"publisher","first-page":"453","DOI":"10.1126\/science.7455683","volume":"211","author":"A Tversky","year":"1981","unstructured":"Tversky, A., Kahneman, D.: The framing of decisions and the psychology of choice. Science 211(4481), 453\u2013458 (1981)","journal-title":"Science"}],"container-title":["Lecture Notes in Computer Science","Artificial Intelligence in Medicine"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-30710-1_11","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T13:22:24Z","timestamp":1783430544000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-30710-1_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7,8]]},"ISBN":["9783032307095","9783032307101"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-30710-1_11","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,7,8]]},"assertion":[{"value":"8 July 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"The authors have no competing interests to declare that are relevant to the content of this article.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosure of Interests"}},{"value":"AIME","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Artificial Intelligence in Medicine","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Ottawa, ON","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Canada","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2026","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 July 2026","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10 July 2026","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aime2026","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/aime26.aimedicine.info\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}