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Article Abstract
This study addresses the need to understand adults' 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 "Entertainment," "Music," and "Personal Interests and Memories." 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.
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