{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,15]],"date-time":"2025-08-15T01:04:15Z","timestamp":1755219855087,"version":"3.43.0"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643686080","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,8,7]],"date-time":"2025-08-07T00:00:00Z","timestamp":1754524800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,8,7]]},"abstract":"<jats:p>This study addresses the need to understand adults\u2019 diverse daily care preferences (DCP). We aimed to identify and analyze the themes of DCP from unstructured text narratives, focusing on uncovering gender-specific variations. We analyzed 4,350 texts using LDA topic model. Our analysis identified six major themes including \u201cEntertainment,\u201d \u201cMusic,\u201d and \u201cPersonal Interests and Memories.\u201d The study revealed significant gender differences in DCP, especially in familial relationships and entertainment choices. These findings highlight the need to incorporate individual, gender-specific DCP into person-centered care to improve care quality, satisfaction, and overall quality of life.<\/jats:p>","DOI":"10.3233\/shti251335","type":"book-chapter","created":{"date-parts":[[2025,8,7]],"date-time":"2025-08-07T11:48:58Z","timestamp":1754567338000},"source":"Crossref","is-referenced-by-count":0,"title":["Understanding Gender-Specific Daily Care Preferences for Person-Centered Care: A Topic Modeling Study"],"prefix":"10.3233","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8710-2696","authenticated-orcid":false,"given":"Kyungmi","family":"Woo","sequence":"first","affiliation":[{"name":"College of Nursing, Seoul National University, Seoul, South Korea"}]},{"given":"Se Hee","family":"Min","sequence":"additional","affiliation":[{"name":"Columbia University School of Nursing, New York, NY USA"}]},{"given":"Aeri","family":"Kim","sequence":"additional","affiliation":[{"name":"The Research Institute of Nursing Science, Seoul National University, South Korea"}]},{"given":"Subin","family":"Choi","sequence":"additional","affiliation":[{"name":"College of Nursing, Seoul National University, Seoul, South Korea"}]},{"given":"Gregory L.","family":"Alexander","sequence":"additional","affiliation":[{"name":"Columbia University School of Nursing, New York, NY USA"},{"name":"Corresponding Faculty, Harvard University, Boston, MA USA"}]},{"given":"Terrence A.","family":"O\u2019Malley","sequence":"additional","affiliation":[{"name":"Corresponding Faculty, Harvard University, Boston, MA USA"}]},{"given":"Maria D.","family":"Moen","sequence":"additional","affiliation":[{"name":"Innovation and External Affairs, ADVault Inc, Nashville, TN, USA"}]},{"given":"Maxim","family":"Topaz","sequence":"additional","affiliation":[{"name":"Columbia University School of Nursing, New York, NY USA"},{"name":"Columbia University Data Science Institute, New York, NY USA"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","MEDINFO 2025 \u2014 Healthcare Smart \u00d7 Medicine Deep"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI251335","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,7]],"date-time":"2025-08-07T11:48:59Z","timestamp":1754567339000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI251335"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,7]]},"ISBN":["9781643686080"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti251335","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,8,7]]}}}