• 제목/요약/키워드: Index and score

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붓스트랩을 이용한 비선형 시계열 모형의 예측구간 (Prediction Intervals for Nonlinear Time Series Models Using the Bootstrap Method)

  • 이성덕;김주성
    • 응용통계연구
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    • 제17권2호
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    • pp.219-228
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    • 2004
  • 오차항의 분포가 정규분포에 따르지 않는 비선형 시계열인 ARCH모형의 예측구간을 설정하는데 붓스트랩 방법과 근사적 방법간의 포함비율에 대한 정확성을 비교한다. 이 때 모형에서 모수를 추정하는 방법으로서는 분포에 대한 가정을 필요로 하지 않는 quasi-score 추정함수를 이용한 추정 법과 로버스트 추정 함수인 M quasi-score 추정 함수를 이용한 추정법을 사용한다. 추정된 모수를 이용하여 예측구간의 정확성을 비교하고 마지막으로 소비자 물가지수 자료를 이용하여 실제 예측구간을 구하는데 적용한다.

Acanthosis Nigricans as a Clinical Predictor of Insulin Resistance in Obese Children

  • Koh, Young Kwon;Lee, Jae Hee;Kim, Eun Young;Moon, Kyung Rye
    • Pediatric Gastroenterology, Hepatology & Nutrition
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    • 제19권4호
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    • pp.251-258
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    • 2016
  • Purpose: This study aimed to evaluate the utility of acanthosis nigricans (AN) severity as an index for predicting insulin resistance in obese children. Methods: The subjects comprised 74 obese pediatric patients who attended the Department of Pediatrics at Chosun University Hospital between January 2013 and March 2016. Waist circumference; body mass index; blood pressure; fasting glucose and fasting insulin levels; lipid profile; aspartate transaminase, alanine transaminase, glycated hemoglobin, C-peptide, and uric acid levels; and homeostatic model assessment insulin resistance (HOMA-IR) and quantitative insulin check sensitivity index (QUICKI) scores were compared between subjects with AN and those without AN. Receiver operating characteristic curves were used to investigate the utility of the AN score in predicting insulin resistance. HOMA-IR and QUICKI were compared according to AN severity. Results: The With AN group had higher fasting insulin levels ($24.1{\pm}21.0\;mU/L$ vs. $9.8{\pm}3.6\;mU/L$, p<0.001) and HOMA-IR score ($5.74{\pm}4.71$ vs. $2.14{\pm}0.86$, p<0.001) than the Without AN group. The AN score used to predict insulin resistance was 3 points or more (sensitivity 56.8%, specificity 83.9%). HOMA-IR scores increased with AN severity, from the Without AN group (mean, 2.15; 95% confidence interval [CI], 1.72-2.57) to the Mild AN (mean, 4.15; 95% CI, 3.04-5.25) and Severe AN groups (mean, 7.22; 95% CI, 5.08-9.35; p<0.001). Conclusion: Insulin resistance worsens with increasing AN severity, and patients with Severe AN (AN score ${\geq}3$) are at increased risk of insulin resistance.

슬관절전치환술 환자의 일상생활동작 수행력에 관한 연구 (A Study of ADL Performance on Elderly Total Knee Replacement Patients)

  • 박창곤;박래준
    • The Journal of Korean Physical Therapy
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    • 제15권4호
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    • pp.151-179
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    • 2003
  • The purpose of this study was to examine the influence of total knee replacement to arthritis patients in pain intensity and functional impairment. For this study, over 50-year-old 30 patients who had osteoarthritis and 69 patients who got total knee replacement at the one of the departments of orthopedics in Daegu were interviewed from June, 2002 to March, 2003. The results of this study were as follows : First, pain intensity was decreased to experimental group after operation than control group(P<.01) And the presence of crepitation was also decreased to them(P<.05). On the other hand there's no significant difference was noted in the presence of stiffness, degree of flexion contracture and extension contracture between two groups. Second, over 91 days group after operation and visitor's group of physiotherapy unit were better than others in Level of knee function(P<.01). Third, over 91 days group after operation and visitor's group of physiotherapy unit were higher than others in Barthel Index of knee function(P<.01). Forth, over 91 days group after operation and visitor's group of physiotherapy unit were higher than others in Level of IADL(P<.05). Fifth, over 91 days group after operation and visitor‘s group of physiotherapy unit were higher than others in Katz Index of knee function(P<.01). Sixth, although Old Ages' Activity Index seemed to get better as time goes by, there's no statistical difference. Seventh, over 91 days group after operation and visitor's group of physiotherapy unit were higher than admission group and under 30 days group after operation in Social Activity Index(P<.05). Eighth, the function of the knee was connected with the abilities in the activity of the old and the social skill. The Barthel index was connected with the function of the knee joint and the activities of the old and Katz index. IADL function was connected with the activities of the old and the social activity. The Katz index was connected with the Barthel index. The activity of the old was connected with the Barthel index, the functional score of the knee joint andthe IADL score. The ability of social skill was connected with the activity of the old, IADL score and the function of the knee.

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위암 환자에 있어서 위의 절제범위에 따른 수술 후 삶의 질 비교 (Quality of Life after Curative Surgery in Patients with Gastric Cancer: Comparison between a Subtotal Gastrectomy and a Total Gastrectomy)

  • 유완식;이창환;정호영
    • Journal of Gastric Cancer
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    • 제1권1호
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    • pp.44-49
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    • 2001
  • Purpose: Quality of life (QOL) assessment should be applied in surgical settings to compare treatment options. We compared QOL after a subtotal versus a total gastrectomy for gastric cancer to identify which resection would produce a better QOL for the patient. Patients and Methods: We studied 362 patients with no evidence of recurrent disease after curative surgery for gastric cancer. The QOL was measured by assessing patient health perceptions according to the Spitzer index and Troidl score and by treatment-specific symptoms according to Korenaga and others with some modifications. High scores reflect a better QOL. Results: The mean score of the Spitzer index was $8.87\pm1.36$ after a subtotal gastrectomy and $8.80\pm1.23$ after a total gastrectomy. More than $80\%$ of the patients in both groups maintained good quality of life when measured by the Spitzer index. The mean Troidl score was $10.41\pm2.12$ after a subtotal gastrectomy and $9.79\pm2.16$ after a total gastrectomy (p=0.033). Swallowing difficulty was more frequent after a total gastrectomy (p=0.002). There was a statistically significant difference in the meal size (p=0.044). Other variables of the Troidl score revealed no statistically significant differences. Dizziness was significantly more frequent after a total gastrectomy than after a subtotal gastrec tomy (p=0.009). Conclusion: We conclude that in terms of postoperative quality of life, a subtotal gastrectomy has advantages over a total gastrectomy. In those cases where an adequate proximal safety margin can be achieved by a subtotal gastrectomy, that procedure is preferable to a total gastrectomy.

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성별과 연령에 따른 골밀도와 체질량지수 변화에 대한 연구 (The Study on the Changes of Bone Mineral Density and Body Mass Index According to Sex and Age)

  • 김민철;육태한;송범룡
    • 한방재활의학과학회지
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    • 제19권4호
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    • pp.135-150
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    • 2009
  • Objectives : Osteoporosis is the most common metabolic disease of the bone, and one of the most important public health problems around the world. Obesity rate gradually increases as women grow older. The purpose of the study was to investigate the changes between bond mineral density(BMD) and body mass index(BMI) according to sex and age. Methods : We measured the bone mineral density(BMD) of lumber spine(L2-L4) and femoral neck in 10000 normal adult, using dual energy X-ray absorptiometry (DEXA; DPX-alpha). and also measured the body mass index(BMI) in 9810 normal adult. then we analysed the changes of BMD and BMI according to sex and age. Results : 1. As getting older, male's T-score of lumbar spine(L2-L4) was slowly decreased. On the other hand, female's T-score of lumbar spine was sharply dropped after 46 years old. 2. As getting older, male's T-score of femoral was slowly decreased. On the other hand, female's T-score of femoral was sharply dropped after 49 years old. 3. Irrespective of age, male's BMI keep up the extent within a definite period of numerical value. As getting older, female's BMI continued its upward trend. Conclusions : Much more attention should be needed for female patient suffering from osteoporosis and obesity than male.

산재보험 빅데이터를 활용한 산재 모니터링 지리정보시스템 개발 (Development of a Work-Related Injury and Illness Monitoring Geographic Information System using Workers' Compensation Insurance Big Data)

  • 유동희;정석훈;이정화;최근호
    • 한국정보시스템학회지:정보시스템연구
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    • 제31권2호
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    • pp.217-238
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    • 2022
  • Purpose This study aims to develop a work-related injury and illness monitoring geographic information system that analyzes and visualizes the types of work-related injury and illness based on workers' compensation insurance big data. Design/methodology/approach Using the developed system, we explained the process of monitoring the areas of the applied workplace, medical care application, index, and medical care institution. We also showed examples of analyzing the index and medical care institution area. By applying the system, we can intuitively recognize the current status of workers' compensation insurance and confirm the basic information necessary for managing the current status of workers' compensation insurance. Findings We generated more helpful information by combining workers' compensation insurance data and designated medical care institution data. We were able to apply the severity score and the vulnerability index of work-related injury and illness to the system as a demonstration. To efficiently manage workers' compensation insurance, it was necessary to integrate workers' compensation insurance and designated medical care institution data, as well as the data from various sources.

일 간호대학생의 문화적 역량과 공감능력과의 관계 (A Study on the Relationship between Cultural Competence and Empathy of Nursing Students)

  • 배영숙
    • 동서간호학연구지
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    • 제21권1호
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    • pp.52-60
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    • 2015
  • Purpose: This study investigated the relationship between cultural competence and empathy of nursing students who can provide appropriate health care to their patients in the future. Methods: All the participants (N=364) were nursing students and completed a survey of the Caffrey Cultural Competence in Health Scale (CCCHS), Cultural Competence Assessment (CCA), and Interpersonal Reactions Index (IRI). Results: The mean of cultural competence and empathy of participants were 2.8 and 3.7, respectively. The cultural competence score in male students was higher than the score of female students (p=.044). In addition, the cultural competence score of nursing students who had an experience with foreigners was higher than the score of students who had not (p=.017). However, the cultural competence score of nursing students who did not take a multicultural education was higher than the score of students who took it. The empathy score of female students was higher than the score of male students (p=.003). The empathy score of students who had a multicultural education was higher than the score of students who did not take it (p=.008). Conclusion: The findings suggest that nursing students need to enhance cultural competence and empathy.

Fundamental Research on Spring Season Daytime Sea Fog Detection Using MODIS in the Yellow Sea

  • Jeon, Joo-Young;Kim, Sun-Hwa;Yang, Chan-Su
    • 대한원격탐사학회지
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    • 제32권4호
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    • pp.339-351
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    • 2016
  • For the safety of sea, it is important to monitor sea fog, one of the dangerous meteorological phenomena which cause marine accidents. To detect and monitor sea fog, Moderate Resolution Imaging Spectroradiometer (MODIS) data which is capable to provide spatial distribution of sea fog has been used. The previous automatic sea fog detection algorithms were focused on detecting sea fog using Terra/MODIS only. The improved algorithm is based on the sea fog detection algorithm by Wu and Li (2014) and it is applicable to both Terra and Aqua MODIS data. We have focused on detecting spring season sea fog events in the Yellow Sea. The algorithm includes application of cloud mask product, the Normalized Difference Snow Index (NDSI), the STandard Deviation test using infrared channel ($STD_{IR}$) with various window size, Temperature Difference Index(TDI) in the algorithm (BTCT - SST) and Normalized Water Vapor Index (NWVI). Through the calculation of the Hanssen-Kuiper Skill Score (KSS) using sea fog manual detection result, we derived more suitable threshold for each index. The adjusted threshold is expected to bring higher accuracy of sea fog detection for spring season daytime sea fog detection using MODIS in the Yellow Sea.

간호사의 MBTI 성격유형과 학습조직화와의 관계 (A Study on MBTI Personality Type and Learning Organization)

  • 김은주;이화인;임지영
    • 간호행정학회지
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    • 제11권3호
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    • pp.265-273
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    • 2005
  • Purpose: This study was to investigate the degree and pattern of learning organization and MBTI personality type in clinical nurses. Methods: The participants were 685 nurses working in the 8 general hospitals located in Seoul and Incheon. The data were collected by self-reporting questionnaires from April 1 to August 30, 2004. The data were analyzed using SAS program for descriptive statistics and Pearson's correlation coefficient. Results: The most frequent identified personality type was ISTJ and the least identified personal types was ENFJ. In 4 preference patterns, Extroversion, Sensing, Thinking and Judgement were identified a dominant index in each categories. The mean score of learning organization was 3.47 and the mental model was got the highest score. The EI index had a significant positive correlation with personal mastery. However the TF index had a negative correlation with personal mastery, systems thinking, and mental models, and also the JP index had a negative correlation with 5 learning organization sub categories. Conclusion: With these results, it was identified that the preference patterns on MBTI had the significant correlation with learning organization. So these results will be used to develop the more effective strategies to increase learning organization based on nurse's personality types.

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유치원 아동 대상 계속구강건강관리 효과 (The effects of incremental dental care(IDC) on kindergarten children)

  • 하명옥;조민정;김은미
    • 한국치위생학회지
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    • 제13권2호
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    • pp.271-277
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    • 2013
  • Objectives : The purpose of this study was to evaluate the effects of incremental dental care(IDC) program on kindergarten children. Methods : The subjects were 46 kindergarten children aged 6 who wished participation in IDC program during 5 weeks at oral health center in G-college from March to May, 2012. The data of subjects were examined into oral conditions such as toothbrushing method and frequency, modified O'leary plaque index and dental caries activity before and after IDC program. The collected data were analyzed by SPSS statistical package version 19.0. Results : 1. The rolling and fones methods of toothbrushing increased from 10.8% to 91.3% after IDC program(p<.001). The change of toothbrushing frequency showed that over 3 times a day increased from 52.2% to 76.0% after IDC program(p<.01). 2. The modified O'leary plaque index of before toothbrushing education increased from 1st visit(score 32.19) to 5th visit(score 57.14) and after toothbrushing education increased from 1st visit(score 64.45) to 5th visit(score 78.27) during IDC program(p<.001). 3. As a results of dental caries activity test before and after IDC program, it was found that the bacterial numbers in S.mutans and Latobacillus reduced from 0.74, 0.70 to 0.28, 0.41 (p<.01) and the saliva buffering capacity increased from 1.50 to 2.02(p<.001). Conclusions : It is considered very necessary that IDC program should be maintained and extended to dental clinic so as to enhance the oral health state of kindergarten children.