• Title/Summary/Keyword: Nursing care standard

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Artificial intelligence, machine learning, and deep learning in women's health nursing

  • Jeong, Geum Hee
    • Women's Health Nursing
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    • v.26 no.1
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    • pp.5-9
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    • 2020
  • Artificial intelligence (AI), which includes machine learning and deep learning has been introduced to nursing care in recent years. The present study reviews the following topics: the concepts of AI, machine learning, and deep learning; examples of AI-based nursing research; the necessity of education on AI in nursing schools; and the areas of nursing care where AI is useful. AI refers to an intelligent system consisting not of a human, but a machine. Machine learning refers to computers' ability to learn without being explicitly programmed. Deep learning is a subset of machine learning that uses artificial neural networks consisting of multiple hidden layers. It is suggested that the educational curriculum should include big data, the concept of AI, algorithms and models of machine learning, the model of deep learning, and coding practice. The standard curriculum should be organized by the nursing society. An example of an area of nursing care where AI is useful is prenatal nursing interventions based on pregnant women's nursing records and AI-based prediction of the risk of delivery according to pregnant women's age. Nurses should be able to cope with the rapidly developing environment of nursing care influenced by AI and should understand how to apply AI in their field. It is time for Korean nurses to take steps to become familiar with AI in their research, education, and practice.

Factors Influencing Geriatric Nursing Performance among Clinical Nurses (임상간호사의 노인간호수행에 영향을 미치는 요인)

  • Hong, Ye Ji;Lee, Youngjin;Bae, Sun Hyoung;Kang, Minkyung
    • Journal of Home Health Care Nursing
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    • v.31 no.1
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    • pp.89-98
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    • 2024
  • Purpose: This descriptive research study is intended to develop practical strategies for enhancing the quality of elderly care by evaluating the levels of ageism and compassion competence among clinical nurses and their impact on geriatric nursing performance. Methods: This study involved 162 nurses who provided direct care to elderly patients in a department with many such patients. Of the 161 returned questionnaires, 150 were analyzed, excluding 11 that had insincere or missing responses. To analyze the data, a comprehensive approach was employed using the IBM SPSS 27.0 program that included calculations of frequency and percentage, mean, and standard deviation, as well as more complex statistical tests such as the independent t-test, one-way ANOVA, Pearson's correlation coefficients, and hierarchical linear regression analysis. Results: Compassion competence was significantly positively correlated with elderly care and negatively correlated with ageism. This study conclusively demonstrates that compassion competence among nurses in geriatric nursing situations plays a crucial role in provision of quality nursing grounded in understanding and respect for the elderly. Consequently, it is imperative to develop educational strategies tailored to each career stage of nursing practice to further enhance effective elderly care. Conclusion: This study conclusively demonstrates that compassion competence in geriatric nursing situations plays a crucial role in provision of quality nursing grounded in understanding and respect for the elderly. Consequently, it is imperative to develop educational strategies tailored to each career stage of nursing practice to further enhance effective elderly care.

Task Analysis of Korean Geriatric Care Managers (노인 케어매니저의 직무 분석)

  • Oh Pok-Ja;Kim Il-Ok;Kim Young-Hye;Shin Sung-Rae;Lee Kyoung-Soon;Han Suk-Jung
    • Journal of Korean Academy of Nursing
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    • v.36 no.5
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    • pp.770-781
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    • 2006
  • Purpose: This study was designed to create a job description for Korean geriatric care managers and examine performance frequency, importance, and difficulty of task elements. Method: The sample consisted of 38 geriatric care managers and professors who performed duties related to geriatric care management at community based-facilities in Korea. A survey method was used, and the questionnaire included frequency, importance, and difficulty of task elements in job descriptions using the DACUM method. Using SPSS WIN 10.0, descriptive statistics such as frequency distribution, means, and standard deviation were conducted to examine the subject's general characteristics, frequency, importance, and difficulties of task performance. Result: The Job description of geriatric care managers revealed 10 duties, 34 tasks, and 105 task elements. On all ten duties, the average performance frequency, importance, and difficulty was 2.55, 2.21 and 2.43 respectively. Conclusion: The job description of geriatric care managers includes duty, task, and task elements and the definition of a completed job. Thus we recommend a data based trial to confirm and validate the information gathered.

A Study on Hospitalized Patients' Intent to Use Home Care Nursing According to the Types of Medical Security (입원환자의 의료보장형태에 따른 가정간호 이용의사에 대한 연구)

  • Kim, Myung-Hee;Cho, Eun-Ji;Park, Hyoung-Sook;Kang, In-Soon
    • Journal of Home Health Care Nursing
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    • v.12 no.2
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    • pp.63-86
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    • 2005
  • Purpose: This study is a descriptive research which is designed to investigate hospitalized patients' intent to use home care nursing according to the types of medical security. Method: This researcher surveyed 236 patients who were hospitalized at B medical center located in Busan,. Data were collected from Sep. 1 to Nov. 30, 2005 using a questionnaire survey, medical records, face-to-face interviews and observations. Collected data were analyzed in terms of frequency, percentage, mean and standard deviation through $x^2$-test and t-test under SPSS WIN 10.0 Program. Result: Out of the total subjects, 59.3% were medical aid clients and the remaining 40.7%, health insurance ones. The hospitalized period and frequency of the former group were 38.0 days and 4.0 times, respectively, while those of the latter, 37.7 and 3.4. When home care nursing clients were examined using a given classification device, it was found that out of the total 236 subjects, 205(86.9%) were needed to receive home care nursing, 121, medical aid and the other 84, health insurance. 24.0% of medical aid clients heard about home care nursing ever before, lower than 39.3% of health insurance clients. 43.8% of the former clients said cost for home care nursing was high while, 47.6% of the latter group responded expense for the nursing intervention was low. 30.6% of medical aid clients had intent to use home care nursing, lower than 47.6% of health insurance clients. 71.7% of those patients whose monthly income was 99 million won or below had no intent to use home care nursing, higher than 62.5% of those who were 100 million or over in monthly income(p<.05). 76.4% of those clients who had no nursing provider intented to use home care nursing, higher than those who had nursing provider(p<.05). Concerning contents of home care nursing, 85.1% of medical aid clients needed education, training and counseling while, 77.4% of health insurance aids wanted medication and injection. Conclusion: In conclusion, the use of home care nursing by medical aid clients should be promoted through improving conditions for home care nursing in terms of expense, family and residence and making public relations about activities and contents of the home care nursing.

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The Relationship among Moral Sensitivity, Self-leadership, Fatigue and Compliance with Standard Precautions of Intensive Care Nurses (중환자실 간호사의 도덕적 민감성, 셀프리더십, 피로도와 표준주의지침 수행과의 관계)

  • Park, Ju Young;Woo, Chung Hee
    • Journal of Digital Convergence
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    • v.18 no.9
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    • pp.229-237
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    • 2020
  • The study was done to identify relations among moral sensitivity, self-leadership, fatigue and compliance with standard precautions and to identify the influencing factors on compliance with standard precautions for intensive care nurses. Data were collected from 153 intensive care nurses in March 2019 and were analyzed using Descriptive statistics, Pearson correlation coefficients, and Stepwise multiple regression with SPSS/WIN 24.0 version. The compliance with standard precautions has positive correlation with their self-leadership (r=.17, p=.042). The self-leadership (β=.17, p=.042) was a significant predictor of the compliance with standard precautions. It was statistically significant (R2=.03, F=4.21, p=.042). Based on the findings of this study, each institution needs to make efforts to strengthen the capacity of nurses for self-leadership.

Development of Nursing Process Information System for the Home Health Care (가정간호를 위한 간호과정 정보시스템 개발)

  • Cho, Hyun;Kang, In-Soon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.10 no.5
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    • pp.1126-1132
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    • 2009
  • We carried out this study to reduce the gaps between medical institutes and between medical personnels and help to improve medical service quality, by classifying diagnoses and related intervention through the development of standard nursing intervention and by computerizing protocols. We considered two processes: one is the development process of home nursing standard intervention, and the other is the process of computerizing its related protocols. For the former, research covered analysis of home health care practices, development of client assessment protocol, of patients diagnosis protocols, and of patients intervention protocol. For the latter, strategies for home health care information systems should be set up and it constituted four research contents of analysis, design, management and evaluation of the systems. We also trained and educated home nurses who work at home health service center, by making them use the manual of home health care information systems at a certain city of P. In this study, therefore, we developed elements of standard home health care mediation so that they could be included in the forms of home health information note, home health progress note, and home health progress summary, home health discharge summary. Because standard home health care intervention has been developed, it became easier to exchange information between different home heath service center offices, can prevent from missing or redundant information, and contribute to standardization of hospital terminologies when EMR and HMR are developed.

Relationship Among Nurses' Knowledge, Attitude Towards Palliative Care and Perception of Death in Neonatal Intensive Care Units (신생아중환자실 간호사의 완화간호에 대한 지식과 태도 및 죽음에 대한 인식 간의 관계)

  • Wi, Da Hee;Kang, Sook Jung
    • Child Health Nursing Research
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    • v.22 no.4
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    • pp.257-264
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    • 2016
  • Purpose: The purpose of this study was to investigate the relationship among knowledge and attitude toward palliative care and perception of death for Neonatal Intensive Care Unit (NICU) nurses. Methods: A cross-sectional descriptive study was conducted with 110 nurses who work in NICUs in South Korea. The participants filled out a questionnaire regarding their knowledge, attitude towards palliative care and perception of death. The attitude scale was divided into 3 subscales: comfort level, nurses' role and nurses' involvement with family. Results: Comfort level regarding attitude towards palliative care was positively correlated with knowledge (r=.220, p=.016) and the perception of death (r=.194, p=.042). Nurses' role showed a positive correlation with perception of death (r=.395, p=.001). Conclusion: NICU nurses' knowledge of palliative care was below standard across the board, implying that there is a definite need for palliative care education for nurses. The education program for palliative care should include a section that focuses on fostering a positive perception of death as well as defining and delineating the role of nurses.

Characteristics and Knowledge of Needlestick Injuries and Compliance with Standard Precautions in Healthcare Workers (의료종사자의 주사침 자상 관련 특성과 지식 및 표준주의 이행도)

  • Yu, Ji Won;Yang, Nam Young
    • Journal of Home Health Care Nursing
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    • v.24 no.3
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    • pp.275-283
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    • 2017
  • Purpose: This study was conducted to examine the characteristics and knowledge of needlestick injuries, and compliance with standard precautions, in healthcare workers. Method: The participants were 185 healthcare workers working at university hospitals. Data were collected in May 2016 and analyzed using descriptive statistics, t-test, ANOVA, and Pearson correlation coefficients using SPSS 18.0 program. Results: It was found that 45.4% of the subjects had experienced needlestick injuries. The most common rate of getting injured was 1 or 2 times, and the most common reason for the occurrence of needlestick injuires was carelessness(66.6%). The mean scores for knowledge of needlestick injuries and compliance with standard precautions were above average. Significant correlations were found between knowledge of needlestick injuries and compliance with standard precautions in health workers, and Characteristics were related to the significant differences seen in both. Conclusion: These findings indicate that standard precautions and guidelines for the use of sharp instruments should be emphasized in order to prevent needlestick injuries in healthcare workers.

Attitudes towards Death, Perceptions of Hospice Care, and Hospice Care Needs among Family Members of Patients in the Intensive Care Unit

  • Oak, Yunha;Kim, Young-Sun
    • Journal of Hospice and Palliative Care
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    • v.23 no.4
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    • pp.172-182
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    • 2020
  • Purpose: This study aimed to identify the relationships among attitudes towards death, perceptions of hospice care, and hospice care needs as perceived by family members of patients in the intensive care unit (ICU). Methods: This study used a descriptive correlational method. A structured questionnaire was used to collect data from 114 participating families in the ICU at Dong-A University Hospital, from October 10 to November 1, 2019. The data were analyzed in terms of frequency, percentage, and mean and standard deviation. The t-test, one-way analysis of variance, and Pearson correlation coefficients were also conducted. Results: Perceptions of hospice care showed significant differences according to age (F=3.06, P=0.031) and marital status (t=3.55, P=0.001). However, no significant differences in attitudes towards death or hospice care needs were found. A significant positive correlation was found between perceptions of hospice care and hospice care needs (r=0.49, P<0.001). Conclusion: In order for families to recognize the need for hospice care and to receive high-quality palliative care at the appropriate time, it is necessary to increase public awareness of hospice care through various educational and awareness-raising efforts, thereby providing opportunities for families of terminally ill patients to request hospice care.

A Study on the optimum Area of Bedrooms in Nursing Homes (노인요양시설의 적정 침실 면적에 관한 연구)

  • Kwon, Soon-Jung;Han, Jung Han;Oh, Eun-Jin;Kim, Seok-Jun;Kim, Noh-Seok;Lee, Teuk-Koon
    • Journal of The Korea Institute of Healthcare Architecture
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    • v.14 no.3
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    • pp.13-21
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    • 2008
  • The purpose of this study is to suggest optimum size of residents' bedrooms in nursing homes. Bedroom is an essential part of nursing homes because nursing home residents spend most of their times in bedrooms and occupy the largest part of facility area. Therefore it is necessary to set an adequate standard related to resident room area in nursing facilities, which have a great effect on planning longterm care facilities for the elderly. The body dimensions of elderly people and care givers have been collected from the previous study. Based on the body dimensions data, the behaviors of elderly as well as care givers have been analysed. The minimum areas-exclusive of toilets, closets, vestibules and so on - have been proposed from the results of the behavior analysis.

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