• 제목/요약/키워드: data-intensive science

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An analysis of nursing focuses for standardization of ICU nursing records (중환자실 간호기록 표준화를 위한 간호초점 분석)

  • Kang, Young-Mi;Yu, Ji-Ho;Cho, Yong-Ae;Ryoo, Sung-Suk;Cho, Jeong-Koo;Sung, Young-Hee
    • Journal of Korean Critical Care Nursing
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    • v.1 no.1
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    • pp.73-83
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    • 2008
  • Purpose: Purpose of this study was to analyze the nursing focuses for standardization of ICU nursing records. Methods: The data were collected from 1,000days'nursing records of 197 ICU patients at a tertiary hospital in Seoul. Nursing focuses were unified at the consulting group meeting and they were cross-mapped with the NANDA nursing diagnoses. Results: The 62 nursing focuses in 7 NANDA categories were extracted from nursing record. Among total nursing focuses 41 correspond to the NANDA nursing diagnoses and 21 were added to ICU nursing focuses. The 10 most frequently used nursing focuses are 'Ineffective airway clearance', 'Impaired gas exchange', 'Ineffective tissue perfusion: cardiopulmonary', 'Ineffective breathing pattern', 'Ineffective tissue perfusion: renal', 'Ineffective infant feeding pattern', 'Risk for impaired skin integrity', 'Hyperthermia', 'Impaired skin integrity', 'Decreased cardiac output', Conclusion: Nursing focuses list of ICU was extracted from the result of this study. These nursing focuses might form a framework for development of research-based assessment guideline and care plans for ICU patients through standardization of nursing records.

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A Systematic Review and Meta-analysis on the Effect of Delirium Prevention Intervention in Korean Intensive Care Units (국내 중환자실 섬망 예방 중재에 관한 체계적 고찰 및 메타분석)

  • Kang, Jiyeon;Choi, Min Jeong
    • Journal of Korean Critical Care Nursing
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    • v.14 no.3
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    • pp.141-156
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    • 2021
  • Purpose : This study aimed to systematically review the preventive interventions for delirium in Korean intensive care unit (ICU) patients and evaluate their efficacy. Methods : For this systematic review and meta-analysis, we searched the literature and selected studies from data sources that included the RISS, KISS, National Central Library, National Assembly Library, DBpia, Science on, MEDLINE, and Cochrane Library. We used Cochrane's revised tool for risk of bias in randomized trials and non-randomized studies of intervention tools to assess the quality of the selected studies. The effect size of the intervention was calculated as odds ratio (OR) and standardized mean difference (SMD). Results : Preventive interventions reported in 23 studies with a total of 4,799 ICU patients were effective in reducing the occurrence of delirium (OR=0.64, 95% CI : 0.49~0.91, p=.011), but not the duration (SMD=-0.22, 95% CI : -0.51~0.08, p=.148). As a result of a subgroup analysis, non-pharmacological interventions were effective in reducing the occurrence of delirium (OR=0.66, 95% CI : 0.47~0.94, p=.020), while pharmacological interventions had no effect (OR=0.68, 95% CI : 0.33~1.40, p=.295). Among the non-pharmacological interventions, multi-component intervention had the largest effect size (OR=0.38, 95% CI : 0.26~0.55, p<.001). Conclusion : Non-pharmacological interventions were effective in reducing the occurrence of delirium. We recommend the development and application of multi-component interventions to prevent delirium in the Korean ICU patients.

Oral Hygiene Care of Endotracheal Intubated Patients in Korean Intensive Care Units : A Scoping Review (기관내관을 적용중인 국내 중환자실 성인 입원환자의 구강간호에 대한 주제범위 문헌고찰 )

  • Lim, Jungeun;Jung, Dukyoo;Yoo, Leeho
    • Journal of Korean Critical Care Nursing
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    • v.17 no.1
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    • pp.68-82
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    • 2024
  • Purpose : This scoping review was designed to identify gaps in knowledge and guide future directions for clinical nursing practices and research on oral hygiene care for endotracheally intubated patients in Korean intensive care units. Methods : We conducted a scoping review using the methodological framework proposed by Arksey and O'Malley. PubMed, CINAHL, RISS, Science On, and DBpia databases were searched. Two reviewers independently selected the studies and extracted data. A total of 445 studies were identified, of which 17 were included in the final analysis. Results : No research has been conducted from 2021 to the present. A total of 12 instruments were utilized in 13 studies to assess the effectiveness of oral hygiene care. All studies investigating the effectiveness of oral hygiene care have consistently documented that chlorhexidine has the most significant effect. The frequency and time of oral hygiene care were each examined in one study. Conclusion : A research study is necessary to develop a measurement tool for assessing the effectiveness of oral hygiene care suitable for endotracheal intubated patients in intensive care units. Interventional studies should be conducted to determine the effects of chlorhexidine and the appropriate frequency and time of oral hygiene care. Thereafter, revision of domestic evidence-based clinical practice guidelines by integrating these results will be necessary.

Intensive Monitoring Survey of Nearby Galaxies

  • Choi, Changsu;Im, Myungshin;Sung, Hyun-Il
    • The Bulletin of The Korean Astronomical Society
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    • v.40 no.1
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    • pp.79.1-79.1
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    • 2015
  • We describe our ongoing project, Intensive Monitoring Survey of Nearby Galaxies. This survey is designed to study transients such as Supernovae (SNe) in nearby galaxies. Our targets are UV-bright (MUV < -18.4) and nearby (d < 50 Mpc) 50 galaxies selected from a GALEX catalog, whose star formation rates are larger than normal galaxies. High star formation in these galaxies ensures that core-collapse supernova explosions occur more frequently in them than normal galaxies. By monitoring them with a short cadence of a few hours, we expect to discover 5 SNe/yr events. Most importantly, we hope to construct very early light curves in rising phase for some of them, which enables us to understand better the physical properties of progenitor star and the explosion mechanism. To enable such a high cadence observation, we constructed a world wide telescope network covering northern, southern hemisphere distributed over a wide range of longitudes (Korea, US, Australia, Uzbekistan and Spain). Data reduction pipe line, detection and classification algorithms are being developed for an efficient processing of the data. Using the network of telescopes, we expect to reach observe not only SNe but also other transients like GRBs, Asteroid, variable AGNs and gravitaional wave optical counter part.

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Effects of the Schematized Alarm-managing Manual for Continuous Renal Replacement Therapy on the Alarm Resolution Rate and Nursing Competence of Nurses in Intensive Care Units (지속적 신대체요법 시 도식화된 알람 관리 매뉴얼 사용이 중환자실 간호사의 알람 해결률과 간호수행능력에 미치는 효과)

  • Choi, Aeng Ja;Yi, Young Hee
    • Journal of Korean Academy of Nursing Administration
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    • v.20 no.5
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    • pp.535-544
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    • 2014
  • Purpose: This study was done to develop a schematized alarm-managing manual for continuous renal replacement therapy (CRRT) and to investigate its effects in maintaining continuity in the patients' treatment and promptly resolving alarms when CRRT is being carried out. Methods: Sixtynurses from two medical intensive care units (ICUs) (one experimental and one control) at one hospital were asked to answer a questionnaire including their CRRT nursing competency and satisfaction with the manual. Data on alarm resolution rate were collected by analyzing existing data, such as the details of each alarm and the number of resolutions around the clock in the CRRT device. Results: The alarm resolution rate and some of CRRT nursing competency scores in the experimental group were higher than those in the control group. The experimental group was also satisfied with the manual. Conclusion: The study confirmed that the schematized alarm-managing manual can be useful for ICU nurses to resolve alarms and can be used as a guideline. Application of this manual to clinical practices and its use can therefore, be encouraged through continuous education and promotion.

Patterns of Impatient's Families In the Intensive Care Units (중환자실 입원환자 가족 유형)

  • Kim Kyoung Seon
    • Journal of Korean Public Health Nursing
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    • v.16 no.1
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    • pp.1-12
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    • 2002
  • This study, aimed to categorize pattern of impatient's families in the ICU and to provide useful data for development of family-supportive program was conducted from June, 12 to Aug., 28, using Q-method. After reviewing the literature the researcher proceeded to interview 4 impatient's families in the ICU, developed the statement from consisting of 38 items, and then 30 impatient's families in the ICU were sampled. The collected data were coded after having been scaled from 1 to 9 points, and analyzed using the PC QUANL program. Three types were identified; The first type focused on self-regret about the impatient, the second type of families had some concerns for their health, and the third type was thinking of preparing for their future-lives, such as insurance and savings. It was common to feel powerlessness, regret, compassion, grief and anxiety in all types. They wanted to be given some information, the prognosis of patient and the way to overcome. The study will offer better understanding for family-centered approach and be useful for the system of orientation about impatients and their families.

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Influence of Posttraumatic Stress Symptoms and Conflict Management Styles on Nursing Performance of Intensive Care Unit (중환자실 간호사의 외상후 스트레스와 갈등관리 유형이 간호업무수행에 미치는 영향)

  • Hwang, Ji Na;Park, Wan Ju
    • Journal of Korean Critical Care Nursing
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    • v.11 no.3
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    • pp.58-70
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    • 2018
  • Purpose : This study examined the factors influencing posttraumatic and conflict management styles for nursing performance in intensive care units (ICUs). Methods : In this study, 250 nurses from eight general hospitals in three cities participated. Structured self-report questionnaires were used to collect data on posttraumatic, conflict management styles, and nursing performance. Finally, the data were analyzed by SAS 9.3 program. Results : The mean of total sum scores was 31.29, and the high risk of posttraumatic symptoms was 61.2%. It was noted that nursing performance is significantly correlated with collaboration, compromise, accommodation styles, and intrusion. Collaboration styles (${\beta}=0.39$, p<.001) and hyperarousal (${\beta}=-0.22$, p=.050), ICU experience below 1 year (${\beta}=-0.21$, p=.027) and that of 5-10 years (${\beta}=-0.19$, p=.049), and compromise style (${\beta}=0.16$, p=.049) were found to be the factors influencing nursing performance with 35.9% explanatory power value of regression model. Conclusions : The results of the study reveal that conflict management styles, hyperarousal, and ICU experience are factors predicting the successful performance of ICUs. These findings emphasize the need of developing interventions to reduce stress symptoms and conflicts in ICUs.

The Risk Factors Related to Early Readmission to the Intensive Care Unit. (중환자실 조기 재입실 관련 위험요인)

  • Jang, Jin Nyoung;Lee, Yun Mi;Park, Hyo Jin;Lee, Hyeon Ju
    • Journal of Korean Critical Care Nursing
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    • v.12 no.1
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    • pp.36-45
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    • 2019
  • Purpose : The purpose of this study was to identify status and characteristics of patients who have been readmitted to ICU, and to analyze risk factors associated with the readmission to ICU within 48hours. Method: Data were collected from patient's electronic medical reports from one hospital in B city. Participants were 2,937 patients aged 18 years old or older admitted to the ICU. Data were analyzed using odd ratios (ORs) from multivariate logistic regressions. Results: 2.2% of the 2,937 patients were early readmitted to ICU. Risk factors for early readmission to ICU were existence of respiratory disease, use of mechanical ventilator, and duration of hospitalization (longer). Conclusion: The assessment on the respiratory system of the patient who will be discharged from the ICU was identified as an important nursing activity. Therefore, the respiratory system management and education should be actively conducted. In addition, early ICU readmission may be prevented and decreased if a link was built to share the information on patient condition between the ICU and general wards.

Explainable Machine Learning Based a Packed Red Blood Cell Transfusion Prediction and Evaluation for Major Internal Medical Condition

  • Lee, Seongbin;Lee, Seunghee;Chang, Duhyeuk;Song, Mi-Hwa;Kim, Jong-Yeup;Lee, Suehyun
    • Journal of Information Processing Systems
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    • v.18 no.3
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    • pp.302-310
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    • 2022
  • Efficient use of limited blood products is becoming very important in terms of socioeconomic status and patient recovery. To predict the appropriateness of patient-specific transfusions for the intensive care unit (ICU) patients who require real-time monitoring, we evaluated a model to predict the possibility of transfusion dynamically by using the Medical Information Mart for Intensive Care III (MIMIC-III), an ICU admission record at Harvard Medical School. In this study, we developed an explainable machine learning to predict the possibility of red blood cell transfusion for major medical diseases in the ICU. Target disease groups that received packed red blood cell transfusions at high frequency were selected and 16,222 patients were finally extracted. The prediction model achieved an area under the ROC curve of 0.9070 and an F1-score of 0.8166 (LightGBM). To explain the performance of the machine learning model, feature importance analysis and a partial dependence plot were used. The results of our study can be used as basic data for recommendations related to the adequacy of blood transfusions and are expected to ultimately contribute to the recovery of patients and prevention of excessive consumption of blood products.

The Study on Stress, Hardiness, and Professional Burnout of Intensive Care Unit Nurses (중환자실 간호사의 업무 스트레스와 강인성 및 소진에 관한 연구)

  • Lim, Duck-Sun;Cho, Bok-Hee
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.14 no.1
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    • pp.120-127
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    • 2007
  • Purpose: This study was done to identify the level of stress, hardiness, and professional burnout of intensive care unit (ICU) nurses and to provide basic data for the qualitative improvement of nursing work achievement in the workplace. Method: The data were obtained from 129 ICU nurses through a questionnaire. Results: Stress showed positive correlation with the level of professional burnout and there was negative correlation between hardiness and professional burnout. Nurses in the group with a high level of stress, and a high level of hardiness reported a low level of professional burnout compared to those in the group with a lower level of hardiness (t=-2.60, p= .012). Nurses in the group with a low level of hardiness and a low level of stress showed a lower level of professional burnout than those with a high level of stress (t=3.51, p= .001). Conclusion: The results show that the high level of stress when coupled with a low level of hardiness of ICU nurses results in a high level of professional burnout. For this reason, it is important for nursing administration to support nurses to reduce levels of stress and the resulting burnout in ICU nurses.

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