{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T17:47:52Z","timestamp":1782841672158,"version":"3.54.5"},"reference-count":32,"publisher":"JMIR Publications Inc.","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JMIR Form Res"],"abstract":"Abstract<\/jats:title>\n \n Background<\/jats:title>\n Erectile dysfunction (ED) is strongly influenced by persistent misconceptions that delay help-seeking and limit engagement with effective care. Patient-centered digital strategies, including generative artificial intelligence (AI) microlearning, may improve sexual-health knowledge; however, real-world evidence in urological practice remains sparse.<\/jats:p>\n <\/jats:sec>\n \n Objective<\/jats:title>\n This study aimed to evaluate whether a clinician-supervised generative AI microlearning video improves ED-related knowledge in adult men attending routine outpatient care.<\/jats:p>\n <\/jats:sec>\n \n Methods<\/jats:title>\n This single-center pre\u2013post quasi-experimental study included 200 adult men in a university urology clinic. Participants completed an 8-item ED myth questionnaire immediately before and after watching a 3-minute educational video. The narration script was drafted using a large language model (ChatGPT) and iteratively reviewed by urologists for accuracy and cultural appropriateness. The primary outcome was the within-participant change in total correct responses (0\u20108). Subgroup analyses assessed effects across age (<40 years vs \u226540 years), education level, and self-reported ED. Paired analyses and multivariable logistic regression were used (\u03b1=.05).<\/jats:p>\n <\/jats:sec>\n \n Results<\/jats:title>\n \n All participants completed the intervention (mean age 44.0, SD 11.6 years). Total mean correct responses increased from 3.77 to 6.56 (mean difference 2.79;\n P<\/jats:italic>\n <.001), indicating a large effect (Cohen\n d<\/jats:italic>\n =1.52). Knowledge gains were consistent across subgroups, with greater improvements among those with lower education. Self-reported ED was independently associated with lower odds of achieving \u22652-point improvement (odds ratio 0.46, 95% CI 0.26\u20100.81;\n P<\/jats:italic>\n =.01). No adverse events or technical difficulties occurred.\n <\/jats:p>\n <\/jats:sec>\n \n Conclusions<\/jats:title>\n A brief clinician-supervised generative AI microlearning video was associated with substantial short-term improvements in ED myth\u2013related knowledge in routine outpatient care. AI-assisted microlearning may represent a scalable adjunct to patient education during urological consultations. Future studies should evaluate long-term retention and behavioral outcomes.<\/jats:p>\n <\/jats:sec>","DOI":"10.2196\/88818","type":"journal-article","created":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T16:05:06Z","timestamp":1774454706000},"page":"e88818-e88818","source":"Crossref","is-referenced-by-count":0,"title":["Generative AI\u2013Assisted Microlearning for Erectile Dysfunction Myth Reduction: Single-Center Pre\u2013Post Quasi-Experimental Study"],"prefix":"10.2196","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7725-1241","authenticated-orcid":false,"given":"Ali Can","family":"Albaz","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2840-0028","authenticated-orcid":false,"given":"O\u011fuzcan","family":"Erbatu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-1172-646X","authenticated-orcid":false,"given":"Okan","family":"Yi\u011fit","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7912-0408","authenticated-orcid":false,"given":"Oktay","family":"\u00dc\u00e7er","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7673-2206","authenticated-orcid":false,"given":"G\u00f6khan","family":"Temelta\u015f","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7799-008X","authenticated-orcid":false,"given":"Talha","family":"M\u00fcezzino\u011flu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1010","published-online":{"date-parts":[[2026,5,14]]},"reference":[{"issue":"9861","key":"R1","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1016\/S0140-6736(12)60520-0","article-title":"Erectile dysfunction","volume":"381","author":"Shamloul","journal-title":"Lancet"},{"issue":"1","key":"R2","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1016\/s0022-5347(17)34871-1","article-title":"Impotence and its medical and psychosocial correlates: results of the Massachusetts Male Aging Study","volume":"151","author":"Feldman","journal-title":"J Urol"},{"issue":"6","key":"R3","doi-asserted-by":"publisher","first-page":"2166","DOI":"10.1111\/j.1743-6109.2009.01542.x","article-title":"Erectile dysfunction and correlated factors in Brazilian men aged 18-40 years","volume":"7","author":"Martins","journal-title":"J Sex Med"},{"issue":"6","key":"R4","doi-asserted-by":"publisher","first-page":"422","DOI":"10.1007\/s00345-005-0035-1","article-title":"Sexual activity, sexual dysfunction and associated help-seeking behaviours in middle-aged and older adults in Spain: a population survey","volume":"23","author":"Moreira","journal-title":"World J Urol"},{"issue":"3","key":"R5","doi-asserted-by":"publisher","first-page":"583","DOI":"10.1111\/j.1743-6109.2007.00720.x","article-title":"Erectile dysfunction and constructs of masculinity and quality of life in the multinational Men\u2019s Attitudes to Life Events and Sexuality (MALES) study","volume":"5","author":"Sand","journal-title":"J Sex Med"},{"issue":"4-5","key":"R6","doi-asserted-by":"publisher","first-page":"486","DOI":"10.1080\/00224499.2016.1259386","article-title":"How did erectile dysfunction become \u201cnatural\u201d? 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