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Management and Analysis of Sports Health Level of the Elderly Based on Deep Learning. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2022; 2022:6044320. [PMID: 35814594 PMCID: PMC9262495 DOI: 10.1155/2022/6044320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 06/06/2022] [Accepted: 06/10/2022] [Indexed: 11/17/2022]
Abstract
With the accelerating rate of population aging in China, the health of the elderly has received more and more attention and has become one of the most important issues in the elderly care industry. Because of insufficient research on the personal health of the elderly, the value of medical examination data cannot be fully exploited, many physical indicators have a certain impact on overall health or heart health, and there are few studies on heart health assessment. This paper proposes a deep learning-based elderly management analysis method of human exercise health level, using the exercise health management model to evaluate the heart health level of the elderly. Firstly, the indicators to measure heart health are proposed through traditional expert knowledge and personal health index to analyze heart health. Through dynamic assessment, predict the heart health status at the next time point, analyze possible heart diseases, and provide corresponding methods for the health of the elderly, which helps improve the physical health of the elderly. Quality of life provides assistance to meet the needs of improving the health of older adults.
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Hendricks-Sturrup RM, Edgar LM, Johnson-Glover T, Lu CY. Exploring African American community perspectives about genomic medicine research: A literature review. SAGE Open Med 2020; 8:2050312120901740. [PMID: 32064110 PMCID: PMC6993150 DOI: 10.1177/2050312120901740] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Accepted: 12/30/2019] [Indexed: 11/18/2022] Open
Abstract
Genomic medicine research is an important topic in the African American health care community. African American nurses and advance practice nursing professionals are poised to encourage and educate themselves and their communities about the importance of diversity in genomic medicine research. The Southern Nevada Black Nurses Association, a chapter within the larger National Black Nurses Association’s, recently engaged in the National Institutes of Health All of Us research program to educate their members about formularies and other treatment modalities that could clinically benefit African-Americans and other populations of color. During this event, the Southern Nevada Black Nurses Association discovered that National Black Nurses Association members held ethical, legal, and social concerns about engaging in genomic medicine research that align with respective concerns reported in the literature. In this review, we discuss National Black Nurses Association concerns and how they relate to qualitative themes emerging from the literature and a recent National Academies of Science, Engineering, and Medicine event on disparities in access to genomic medicine. We conclude that researchers should engage with African American health community leaders to effectively engage the African American community in genomic medicine research and help ensure that genomic medicine does not exacerbate existing health disparities.
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Affiliation(s)
- Rachele M Hendricks-Sturrup
- Department of Population Medicine, Harvard Pilgrim Health Care Institute and Harvard Medical School, Boston, MA, USA
| | - Lauren M Edgar
- Southern Nevada Black Nurses Association, Las Vegas, NV, USA
| | - Tracey Johnson-Glover
- Southern Nevada Black Nurses Association, Las Vegas, NV, USA.,School of Nursing, Touro University, Henderson, NV, USA
| | - Christine Y Lu
- Department of Population Medicine, Harvard Pilgrim Health Care Institute and Harvard Medical School, Boston, MA, USA
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Mikkonen K, Tuomikoski AM, Sjögren T, Koivula M, Koskimäki M, Lähteenmäki ML, Mäki-Hakola H, Wallin O, Sormunen M, Saaranen T, Koskinen C, Koskinen M, Salminen L, Holopainen A, Kääriäinen M. Development and testing of an instrument (HeSoEduCo) for health and social care educators' competence in professional education. NURSE EDUCATION TODAY 2020; 84:104239. [PMID: 31707253 DOI: 10.1016/j.nedt.2019.104239] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Revised: 09/01/2019] [Accepted: 10/08/2019] [Indexed: 06/10/2023]
Abstract
BACKGROUND Health and social care education is highly important for preparing future professionals for their future roles in sustainable health and social care. However, previous studies have emphasized that health and social care educators' competence is complex and poorly defined. Thus, there is a clear need for a psychometrically validated instrument to enable clarification and assessment of the required skills. OBJECTIVE To develop and psychometrically validate an instrument (the HeSoEduCo) for assessing health and social care educators' competence in higher and professional education. DESIGN Cross-sectional study. METHODS A HeSoEduCo instrument, with items inviting 1-4 Likert scale responses, was developed, based on one systematic review and one qualitative study, then validated in terms of face, content and construct validity and internal consistency (Cronbach's alpha values). All health and social care educators based in all 21 universities of applied sciences in Finland and seven vocational colleges were subsequently invited to participate in a large-scale application of the instrument in fall 2018. In total, responses of 390 of these educators are analyzed here. RESULTS The face and content validity of 71 newly developed items were assessed by experts in two evaluation rounds. The final content validity showed high scores for the instrument's relevance and clarity. Confirmatory factor analysis (to test construct validity) yielded eight factors (43-items remaining), defining the following competence areas of educators: evidence-based practice, digital collaborative learning, student-centered pedagogy, collaboration & societal, leadership & management, cultural & linguistic diversity, mentoring student into professional competence development and subject & curriculum. Cronbach's alpha values for the factors ranged from 0.70 to 0.89. CONCLUSION The instrument can be used to obtain self-evaluations of educators' competence when assessing their general competence levels and help human resources departments and managers to identify suitable continuous education programs for their staff.
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Affiliation(s)
- Kristina Mikkonen
- Research Unit of Nursing Science and Health Management, University of Oulu, Oulu, Finland.
| | - Anna-Maria Tuomikoski
- Research Unit of Nursing Science and Health Management, University of Oulu, Oulu, Finland; Nursing Research Foundation, Finland; The Finnish Centre for Evidence-based Health Care: A Joanna Briggs Institute Affiliated Group, Finland; WHO Collaborating Centre for Nursing, Helsinki, Finland
| | - Tuulikki Sjögren
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Meeri Koivula
- Faculty of Social Sciences, Tampere University, Tampere, Finland
| | - Minna Koskimäki
- Faculty of Social Sciences, Tampere University, Tampere, Finland
| | | | - Hanne Mäki-Hakola
- Pedagogical R&D, Tampere University of Applied Sciences, Tampere, Finland
| | - Outi Wallin
- Degree Programme in Social Services, Tampere University of Applied Sciences, Tampere, Finland
| | - Marjorita Sormunen
- Faculty of Health Sciences, Department of Nursing Science, University of Eastern Finland, Kuopio, Finland
| | - Terhi Saaranen
- Faculty of Health Sciences, Department of Nursing Science, University of Eastern Finland, Kuopio, Finland
| | - Camilla Koskinen
- Faculty of Education and Welfare Studies, Åbo Akademi University, Turku, Finland; Faculty of Health Sciences, Department of Caring and Ethics, University of Stavanger, Stavanger, Norway
| | - Monika Koskinen
- Faculty of Education and Welfare Studies, Åbo Akademi University, Turku, Finland
| | - Leena Salminen
- Faculty of Medicine, Department of Nursing Science, University of Turku, Turku, Finland
| | - Arja Holopainen
- Nursing Research Foundation, Finland; The Finnish Centre for Evidence-based Health Care: A Joanna Briggs Institute Affiliated Group, Finland; WHO Collaborating Centre for Nursing, Helsinki, Finland
| | - Maria Kääriäinen
- Research Unit of Nursing Science and Health Management, University of Oulu, Oulu, Finland; Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
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