Identifying the Risk Factors Associated with Nursing Home Residents’ Pressure Ulcers Using Machine Learning Methods
نویسندگان
چکیده
منابع مشابه
Pressure ulcers among nursing home residents: United States, 2004.
Data from the National Nursing Home Survey, 2004. In 2004, about 159,000 current U.S. nursing home residents (11%) had pressure ulcers. Stage 2 pressure ulcers were the most common. Residents aged 64 years and under were more likely than older residents to have pressure ulcers. Residents of nursing homes for a year or less were more likely to have pressure ulcers than those with longer stays. O...
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A retrospective, cross-sectional study was conducted to describe the occurrence of daytime sleep (DS) and to examine factors associated with DS in nursing home residents. We used the Minimum Data Set 2.0 records of 300 residents in a nursing home from January 2005 to March 2010. Descriptive statistics, independent t-test, chi-square, Pearson correlations, and logistic regression were utilized i...
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BACKGROUND Studies have identified factors associated with pressure ulcers in many health care settings including acute care, complex continuing care, long-term care, and home care. OBJECTIVE The purpose of this study was to identify factors associated with pressure ulcers among palliative home care clients. Identifying associations specific to each setting is important for ulcer prevention a...
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OBJECTIVE To determine risk factors for venous thromboembolism (VTE) among nursing home (NH) residents. PARTICIPANTS AND METHODS This population-based historical cohort study used Minnesota Case Mix Review Program (MCMRP) Public Research Files to identify all unique Olmsted County, Minnesota, residents in any local NH from January 1, 1988, through December 31, 1994. Cases were defined as resi...
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Introduction:Elderly people encounter with multiple disabilities, stress, anxiety and challenges, which effect on their quality of life. Self-efficacy may encourage them to improve self-care activities, challenges, life satisfaction and quality of their life. Objective: The aim of this study was to investigate general self-efficacy and the related factors among elderly in residential home ...
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ژورنال
عنوان ژورنال: International Journal of Environmental Research and Public Health
سال: 2021
ISSN: 1660-4601
DOI: 10.3390/ijerph18062954