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<article xsi:noNamespaceSchemaLocation="http://jats.nlm.nih.gov/publishing/1.1/xsd/JATS-journalpublishing1-mathml3.xsd" dtd-version="1.1" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"><front><journal-meta><journal-id journal-id-type="publisher-id">JCNR</journal-id><journal-title-group><journal-title>Journal of Clinical and Nursing Research</journal-title></journal-title-group><issn>2208-3685</issn><eissn>2208-3693</eissn><publisher><publisher-name>Bio-Byword Scientific Publishing Pty. Ltd.</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.26689/jcnr.v8i12.9040</article-id><article-categories><subj-group subj-group-type="heading"><subject>Article</subject></subj-group></article-categories><title>Characteristics and Influencing Factors of Self-Advocacy in Young and Middle-Aged Patients with Breast Cancer: A Latent Profile Analysis</title><url>https://artdesignp.com/journal/JCNR/8/12/10.26689/jcnr.v8i12.9040</url><author>WangXinyi,ZhangShan,ZhangShaoshun,BaoYu</author><pub-date pub-type="publication-year"><year>2024</year></pub-date><volume>8</volume><issue>12</issue><history><date date-type="pub"><published-time>2024-12-31</published-time></date></history><abstract>Objective: To explore the potential categories and influencing factors of self-advocacy in young and middle-aged patients with breast cancer and to provide a theoretical basis for personalized intervention. Methods: From September 2023 to March 2024, 314 young and middle-aged breast cancer patients were studied. Female cancer patients were surveyed using the self-advocacy scale, social support rating scale, and chronic health literacy scale. Latent profile analysis was used to investigate the heterogeneity and influencing factors of self-advocacy. Results: Self-advocacy among young and middle-aged breast cancer patients were classified into two potential categories: low advocacy-lack of support (51.7%) and high advocacy-effective communication (48.3%). Binary logistic regression analysis indicated that educational level, per capita monthly income, social support, and health literacy were significant influencing factors of these categories (P &amp;lt; 0.05). Conclusion: Self-advocacy in young and middle-aged breast cancer patients demonstrates categorical heterogeneity. 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