{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,9]],"date-time":"2026-07-09T04:55:48Z","timestamp":1783572948787,"version":"3.55.0"},"reference-count":42,"publisher":"SAGE Publications","license":[{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["DIGITAL HEALTH"],"published-print":{"date-parts":[[2025,4]]},"abstract":"<jats:sec>\n                    <jats:title>Aim<\/jats:title>\n                    <jats:p>To explore the attitudes of healthcare professionals and non-healthcare professionals on anorexic behavior on social media.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>The significant function of attitude in alleviating anorexic behavior has been widely recognized. However, traditional methods often fail to capture patients\u2019 hidden emotions due to stigma and fear of judgment. Social media provides a novel platform for anonymously examining these behaviors and emotions, offering insights into anorexic behaviors that can enhance intervention strategies.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Design<\/jats:title>\n                    <jats:p>This study has a qualitative design based on machine learning.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>Data was collected from Zhihu, Weibo, and Xiaohongshu social media platforms up to 1 September 2024. This study method consisted of five steps: data collection, data cleaning, validation of relevance, sentiment analysis, and content analysis using the K-means algorithm.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>This study comprised 1099 comments, comprising 277,793 words. Non-healthcare professionals had seven emotions (good, happy, surprise, anger, disgust, fear, and sad) for anorexic behavior, and negative emotions were predominant. Healthcare professionals had three emotions (happy, good, and sad), and negative emotions were predominant. Healthcare professionals have a role deficit in recognizing negative emotions.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>The study emphasizes the need for healthcare professionals to improve the recognition of negative emotions expressed by non-healthcare professionals\/patients and develop data-driven interventions that address psychological barriers, fostering holistic patient care and improving outcomes.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1177\/20552076251410987","type":"journal-article","created":{"date-parts":[[2025,12,26]],"date-time":"2025-12-26T07:16:18Z","timestamp":1766733378000},"update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":1,"title":["Non-healthcare and healthcare professionals\u2019 attitudes towards behaviors of anorexia: A qualitative analysis of Chinese social media content"],"prefix":"10.1177","volume":"11","author":[{"given":"Danhong","family":"Qian","sequence":"first","affiliation":[{"name":"Hangzhou Linping District Integrated Traditional Chinese and Western Medicine Hospital"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lili","family":"Yang","sequence":"additional","affiliation":[{"name":"the Fourth Affiliated Hospital of School of Medicine, International School of Medicine, International Institutes of Medicine, Zhejiang University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuting","family":"Yang","sequence":"additional","affiliation":[{"name":"the Fourth Affiliated Hospital of School of Medicine, International School of Medicine, International Institutes of Medicine, Zhejiang University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yikang","family":"Mo","sequence":"additional","affiliation":[{"name":"Hangzhou Linping District Integrated Traditional Chinese and Western Medicine Hospital"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jiekai","family":"Yang","sequence":"additional","affiliation":[{"name":"Hangzhou Linping District Integrated Traditional Chinese and Western Medicine Hospital"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lihui","family":"Yan","sequence":"additional","affiliation":[{"name":"Hangzhou Linping District Integrated Traditional Chinese and Western Medicine Hospital"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ziqin","family":"Wang","sequence":"additional","affiliation":[{"name":"Hangzhou Linping District Integrated Traditional Chinese and Western Medicine Hospital"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-1641-6522","authenticated-orcid":false,"given":"Qi","family":"Zhou","sequence":"additional","affiliation":[{"name":"Hangzhou Linping District Integrated Traditional Chinese and Western Medicine Hospital"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2025,12,25]]},"reference":[{"key":"e_1_3_3_2_2","doi-asserted-by":"publisher","DOI":"10.1016\/S2215-0366(21)00395-3"},{"key":"e_1_3_3_3_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.amjmed.2015.06.031"},{"key":"e_1_3_3_4_2","doi-asserted-by":"publisher","DOI":"10.1016\/S2215-0366(15)00356-9"},{"key":"e_1_3_3_5_2","doi-asserted-by":"publisher","DOI":"10.1002\/eat.24304"},{"key":"e_1_3_3_6_2","doi-asserted-by":"publisher","DOI":"10.1186\/s12888-024-06165-5"},{"key":"e_1_3_3_7_2","doi-asserted-by":"publisher","DOI":"10.1002\/eat.23411"},{"key":"e_1_3_3_8_2","doi-asserted-by":"publisher","DOI":"10.1002\/eat.24095"},{"key":"e_1_3_3_9_2","doi-asserted-by":"publisher","DOI":"10.1002\/eat.20507"},{"key":"e_1_3_3_10_2","article-title":"Characterization of anorexia nervosa on social media: textual, visual, relational, behavioral, and demographical analysis","volume":"23","author":"Ram\u00edrez-Cifuentes D","year":"2021","unstructured":"Ram\u00edrez-Cifuentes D, Freire A, Baeza-Yates R, et al. 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