• The Journal of Korean Academic Society of Nursing Education
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• v.17 no.3
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• pp.524-535
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• 2011

유전 위험 사정과 상담서비스가 임상실무에 널리 적용되어 감에 따라, 다양한 비용효율 면에서 다양한 상담서비스 모델을 사정하고, 대상자의 임상 요구와 건강문제를 해결하는데 어떤 모델이 유용한 지 확인할 필요가 있다. 본 연구의 목적은 114건의 현장 관찰과 문헌고찰을 통하여 3가지 유전상담 모형을 분석하였다. 유전의학 전문가 모델, 유전상담사 모델, 임상연구전문가 모델을 중심으로 각 모델의 구조, 전문가의 역할 및 기능, 목표, 물리적 세팅, 교육도구 등을 분석하였다. 각 모형 안에서 환자에게 기대되는 결과 면에서 질적 서비스가 보장되는지 확인하기 위하여 이론적 분석을 실시하였다. 본 연구를 통하여 각 모형의 상담 전, 중, 후 환자 만족, 지식 변화, 상담 효과 및 커뮤니케이션 효과 등을 분석하였지만, 결론적으로 상담서비스가 이루어지고 있는 기관의 구조를 충분히 고려하지 않은 상태에서 최상의 서비스 모델을 제시하기 어려울 것임을 논의하였다.

• Proceedings of the Korea Information Processing Society Conference
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• 2024.05a
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• pp.652-655
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• 2024

COPD(Chronic Obstructive Pulmonary Disease)는 장기간에 걸쳐 기도가 좁아지는 폐질환으로, 규칙적 운동은 호흡을 용이하게 하고 증상을 개선할 수 있는 주요 자가관리 중재법 중 하나이다. 건강정보 데이터와 인공지능을 사용하여 규직적 운동 이행군과 불이행군을 선별하여 자가관리 취약 집단을 파악하는 것은 질병관리 측면에서 비용효과적인 전략이다. 하지만 많은 양의 데이터를 확보하기 어렵고, 규칙적 운동군과 그렇지 않은 환자의 비율이 상이하기 때문에 인공지능 모델의 전체적인 선별 능력을 향상시키기 어렵다는 한계가 있다. 이러한 한계를 극복하기 위해 본 연구에서는 국민건강영양조사 데이터를 사용하여 머신러닝 모델인 XGBoost와 딥러닝 모델인 MLP에 오버샘플링, 언더샘플링, 가중치 부여 등 불균형 데이터 처리 기법을 적용 후 성능을 비교하여 가장 효과적인 불균형 데이터 처리 기법을 제시한다.

• Korean journal of health promotion
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• v.18 no.4
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• pp.184-193
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• 2018

Background: Despite increasing the number of newly licensed nurses across Korea, shortages caused by geographical imbalances remains a significant concern. Therefore, understanding nursing students' attitudes to working and living, factors influencing where they first choose to work after graduation is useful in formulating appropriate interventions to retain nurses in regional areas. Methods: A total of 329 senior nursing students from areas outside Metropolitan Seoul completed self-report questionnaires. Data were analyzed using t-test, chi-square test and multiple logistic regression analysis. Results: Of the respondents, 57.8% reported that they planned to work in the region in which their school was located. The three factors ranked as having the greatest influence on their decision to work in non-metropolitan regions were: the cost of living, housing costs, and the proximity to family. Enjoyable aspects of rural life contributed positively to students' intentions to work in non-metropolitan regions, whereas isolation and socialization problems negatively affected their intentions to work in such areas. Conclusions: Greater consideration should be given to improving working conditions and housing environments in non-metropolitan regions.

• Journal of Korean Academy of Nursing Administration
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• v.17 no.4
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• pp.432-442
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• 2011

Purpose: The purpose of this study was to identify the factors influencing the intention of the reuse in patients admitted in university hospital emergency medical center. Method: The participants were 253 patients admitted to a niversity hospital emergency medical center. Data were collected with self-administrated questionnaires and analyzed by hierarchical multiple regression. Results: Patient satisfaction with nursing care service and switching cost were positively correlated with reuse by patients while the perceived risk was negatively correlated. As levels of satisfaction with nursing care services and switching cost increase, intention of reuse increases. Satisfaction with nursing care service, switching cost and perceived risk in emergency medical center influence intention to reuse and explain 68.8% of total variation of intention to reuse. Conclusion: Findings provide strong empirical evidence for importance of atient satisfaction with nursing care service, the switching costs and the perceived risk in explaining the intention of reuse an emergency medical center.

• Journal of Korean Academic Society of Home Health Care Nursing
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• v.21 no.2
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• pp.127-138
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• 2014

Purpose: The objectives of this study were to analyze the state of hospital-based home care (HC) services annually and to provide basic information for research and policy regarding home care. Methods: This study is a secondary analysis of the yearly state of HC services from the Health Insurance Review & Assessment Services from 2007 to 2012. Results: The decreased by 34.6%, from 214 agencies in 2007 to 140 in 2012. The annual average number of active home care nurses was 440, which included 6.7% of the licensed home care nurses until 2012. The annual average number of HC patients were 32,000, and this number decreased by 21% in 2012, compared to that of 2008. Of the HC patients, about 70% were over 60 years of age. The chronic diseases among HC patients have been decreasing steadily since 2007. Seventy to eighty percent of the home visits were made in general hospitals or higher level hospitals. The total medical cost for HC services was 21 billion won in 2007, which consisted of 0.06% of the national medical costs, and it was 22 billion won and 0.03% in 2012. Conclusion: Based on the results of this study, further research on HC services is necessary to frame policies for the expansion of HC agencies.

• Journal of Korean Academy of Nursing Administration
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• v.12 no.2
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• pp.225-232
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• 2006

Purpose: The purpose of this study was to analyze the services and cost of CVA patients in hospital-based home health care and compare the differences of home health care cost by hospital types. Methods: The subjects of this study were 5,756 home care patients with cerebrovascular disease. Data were collected by using home health care medical expense claims from 127 hospitals in 2004. Results: The home care service 'indewelling catheterization' was the highest(19.28%), and then 'nasogastric tube insertion and change(16.72%)', 'bladder irrigation(15.98)', 'wound management(simple dressing)(10.42%)' followed. Average home health care cost per visit was 39,943 won, and the highest 46,058 won in general hospitals and the lowest 33,922 won in tertiary hospitals, so there were statistically significant among the types of hospitals(F=1112.47, p<0.0001). Conclusions: The number of home health care patients has been rapidly growing with the increase of aged population and demand for home care services is rising. So, it could be urgent to develop a reasonable cost reimbursement system for home health services and to expend scopes of the roles of home care specialist nurses. Amid the demand of more detail understanding the present status of home care, our study can be contributed to provide fundamental information of home care in Korea.

• Journal of Korean Biological Nursing Science
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• v.21 no.2
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• pp.133-140
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• 2019

Purpose: The purpose of this study was to check the degree of residual microbial contamination after disinfection of reusable suction containers, used in an intensive care unit (ICU) and present basic data for efficient use through cost analysis in comparison to disposable suction containers. Methods: This study was conducted on 32 reusable suction containers used in an ICU on a selected specific day. After disinfection and washing, specimens were collected from the used containers and cultured to check for microbial contamination. Additionally, a comparative narrative study analyzes the cost of using reusable suction containers and disposable suction containers. Data were analyzed with the SPSS WIN 20.0 program using real numbers and percentage ${\chi}^2$-test. Results: As a result of the study, microorganisms were found in all samples where in 30 were gram-positive (62.5%) while 13 were gram-negative (27.1%). Based on level of contamination, microorganisms were less than 10CFU/ml in 18 samples (56.3%); 11-99CFU/ml in six samples (18.8%); and more than 100CFU/ml in eight samples (25%). Cost per day for a reusable suction container was $10,655+{\alpha}$ while cost per day for a disposable suction container was 10,666 won. Conclusion: This study found that reusable suction containers, even after disinfection, accounted for factors of potential infection as well as microbial contamination. So, disposable suction containers are superior in cost-effectiveness and highly efficient for use with infected patients.

• 한국노년학
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• v.31 no.2
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• pp.371-380
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• 2011

This study was to address changes on hospital-based home care utilization after long-term care insurance(LTCI) was launched. National electronic data information(EDI) on hospital-based home care from Health Insurance Review Agency in 2007.7~2008.6(prior to LTCI) and in 2009(posterior to LTCI) was analyzed. After the launch of long-term care insurance, 40 hospital-based home health care agencies(HHCA) were diminished and regions not having any HHCA were increased from 53% to 59%. Hospital-based home care utilization was decreased in the elderly(clients 13.4%, visits 20.9%) as well as non-elderly(clients 3.5%, visits 3.9%). It is presumed that diminished HHCAs result in decreased accessibility to hospital-based home health care for non-elderly. The clients, visits, and reimbursed cost per agency were not changed. It is presumed that small agencies were closed already. The total reimbursed cost per agency in 2009 was 121,850,000 won. Results suggest that the government has to give support to open more HHCA to increase the accessibility for non-elderly. Also, hospital-based home care services utilization has to be monitoring regularly.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.18 no.8
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• pp.162-170
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• 2017

This study analyzed the current situation of medium and small-sized hospital nursing staff and related policies, and identified the factors that affect staffing level to provide evidence for planning and adopting policy. By analyzing the statistical data published by public institutions such as the Ministry of Health and Welfare and Health Insurance Review and Assessment Service, the result was viewed based on the understanding of various internal and external health care environments. The number of active nurses was less than 50% of the number of licensed nurses and has decreased every year. This means that the cost-effectiveness of increases in nursing college enrollment should be reconsidered. Inpatient nursing fees by staffing grades has caused nurses to move from medium and small-sized hospitals, where there is a severe lack of staff, to more advanced general hospitals. As a result, the lack of nursing staff in medium and small-sized hospitals has worsened. In conclusion, reexamination is needed to improve effectiveness of inpatient nursing fees by staffing grades as a policy to secure the workforce of medium and small-sized hospitals. Furthermore, the tracking management system of licensed nurses must be able to solve the imbalance between demand and supply of nursing staff.

• Korean Journal of Adult Nursing
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• v.22 no.3
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• pp.229-238
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• 2010

Purpose: The purpose of this study was to examine the effect of maximal sterile barrier precaution on the central venous catheter-related infection and subsequent cost savings. Methods: Study subjects were 462 hospitalized patients with central venous, catheter of more than 48 hours duration. Data collection period was from April 2008 to February 2009 at a tertiary university hospital in Seoul. Subjects were randomly assigned to either the treatment or the usual care group. Patients in the treatment group (n=209) were treated by staff using maximal sterile barrier precautions and the comparison group(n=253) received traditional care. Results: Central venous catheter-days was2,821 in treatment group and 3,515 in comparison group. The incidence density of central venous catheter-related infection was 2.1 times higher in the comparison group (8.2 per 1,000 catheter-days) compared with the treatment group (3.9 per 1,000 catheter-days). The incidence density of central venous catheter-related bloodstream infection was 4.54 times higher than in the comparison group (3.2 per 1,000 catheter-days) compared with the treatment group (0.7 per 1,000 catheter-days). The attributable cost of central venous catheter-related infection in the treatment group was 10,174,197 won and that of the comparison group was 22,224,554 won. Attributable cost by area was also significantly lower compared with that of the comparisons. Conclusion: The maximal sterile barrier precaution during central venous catheter insertion was an effective intervention to reduce central venous catheter-related infection rate and provides a significant cost savings.