• 제목/요약/키워드: Nonparametric test

검색결과 328건 처리시간 0.035초

맥파 스트레스 지수를 활용한 도시철도 건설공사자의 안전보건관리 방안에 관한 연구 (A Study on the Safety and Health Management Plan of Subway Construction Workers using Macpa Stress Index)

  • 채정식;이유정;이종빈;장성록
    • 한국안전학회지
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    • 제37권6호
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    • pp.102-107
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    • 2022
  • South Korea will soon be a super-aged society, as more than 20.6% of its population will be 65 years and older by 2025. As of 2022, 17.5% of the total population in South Korea is 65 years and older, which exceeds the set threshold for an aged society, where more than 14% of the population is 65 years and older. The proportion of older subway construction workers has increased. Aging workers and their work stress negatively impact their workability. A previous study demonstrated that the stress index measured using the uBioMacpa measurement device (Macpa stress index) had a significant correlation with work stress in South Korea. The device tests vascular health and measures stress levels via Macpa signal analysis. In this study, the pulse waves of subway construction workers were measured using uBioMacpa to identify their stress levels. The stress levels were analyzed by age, years of service, job position, employment type, and work type. Herein, these statistics could not be easily represented by a normal distribution; therefore, the Kruskal-Wallis test, a nonparametric statistical method, was used for the analysis of data. The results showed that age, job position, employment type, and working type affected the Macpa stress index and the stress levels of workers increased with age. In terms of job position, technical engineers were more stressed than other workers because of their poor working environment. In terms of employment type, daily-wage workers were more stressed than other workers. In terms of working type, tunneling, waterproofing, and construction scored the highest Macpa stress indexes without any significant difference, whereas earthworks scored the lowest. Based on the analysis of Macpa stress index, safety and health management plans were proposed to reduce the stress levels of workers. Moreover, a manual for efficient stress management must be developed for subway construction workers.

예비타당성조사 적용 CVM의 분석체계와 개선과제 (Issues in Applying CV Methods to the Preliminary Feasibility Test)

  • 엄영숙;권오상;신영철
    • 자원ㆍ환경경제연구
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    • 제20권3호
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    • pp.595-628
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    • 2011
  • 본 연구는 한국개발연구원의 예비타당성조사에서 문화 과학 시설 등의 비정형 사업에 대한 편익 평가의 기법으로 활용도가 커지고 있는 CVM의 분석체계를 고찰하고 개선과제를 제시하였다. CVM의 설계에서 시장영역, 즉 목표모집단의 설정, 소득세라는 지불수단, 5년간 연단위로 한정하는 지불 방법, 저항응답의 사유 등에 대해서는 추가적인 논의가 필요하고, CVM의 설계에서 편의를 줄일 수 있는 전문가 검토, 표적집단조사, 사전조사, 본조사가 운영되도록 하여야 한다. 한편 CVM의 지불의사 유도 방법으로 활용되고 있는 단일 및 이중 양분선택형 질문방식에 의한 지불의사 유도 방법이 일반적이지만, 이 모형들과 관련된 쟁점에 대한 검토와 더불어 이외의 모형에 대해서도 검토하는 작업이 필요하다. WTP 함수 추정에 가정하고 있는 특정 분포 가정을 다양화하여 WTP의 변동성을 검토하고, 모수적 분포 이외에 비모수적 기법을 활용하여 WTP 함수를 추정하는 연구가 필요한 시점이다. 아울러 0의 지불의사 문제와 저항응답을 처리하기 위한 다양한 시도가 필요하며, 지불거부여부를 제시금액 이전에 제시하는 등의 질문 순서의 변화 등을 통한 지불거부자 파악 과정에서 발생하는 편의를 회피하는 노력 등도 검토되어야 한다.

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치위생과 학생들의 치과위생사 이미지에 영향을 미치는 요인 연구 (A study on influential factors for dental hygiene students' image of dental hygienist)

  • 이경희;윤미숙;하명옥
    • 한국치위생학회지
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    • 제10권5호
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    • pp.831-839
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    • 2010
  • Objectives : The purpose of this study was to examine dental hygiene students' image of dental hygienist and factors affecting the image of dental hygienist in an effort to provide some information useful for dental hygiene education. It's basically meant to recreate the image of dental hygienist as a professional. Methods : The subjects in this study were 310 sophomores and seniors who ere selected by convenience sampling from three different three-year-course colleges located in Gyeonggi Province, Chungcheong Province and Gwangju. After a survey was conducted, the answer sheets from 277 respondents were analyzed except for 33 incomplete ones. The collected data were analyzed with a SPSSWIN 17.0 program, and statistical data on frequency and percentage were obtained to find out the general characteristics of the subjects, and another statistical data on mean and standard deviation for each item were acquired to check their image of dental hygienist. Besides, t-test, ANOVA and Kruscal-Wallis test, one of nonparametric test, were utilized to look for connections between their general characteristics and image of dental hygienist. Results : 1. They gave a mean of 3.53 to the image of dental hygienist, which showed that the dental hygiene students took a favorable view of dental hygienists in general. 2. Their response to four items showed that they looked at the image of dental hygienist in a positive manner. The four items respectively described dental hygienists as professionals, as ones who played a crucial role in the improvement of national oral health, as ones with professional knowledge and sophisticated knowhow, and as neat and decent people. And their response to the following five items indicated that they looked at the image of dental hygienists in a negative way. One was that dental hygienists were considered to be dental nurses, and another was that the occupation of dental hygienist was a demanding and stressful job. The third was that there was no single, fixed title to call dental hygienists, and the fourth was that dental hygiene wasn't recognized as an independent area. The fifth was that the social standing of dental hygienists was sort of high. 3. In regard to the impact of the general characteristics of the dental hygiene students on their image of dental hygienist, they had a more favorable image of dental hygienist when they perceived dental hygiene in a more positive manner(p<0.001). Conclusions : In order to boost the image of dental hygienist, the working conditions of dental hygienists should be improved, and educational programs should be prepared to provided them extended continuing educational opportunities. And the kind of educational environments that could nurture dental hygienists who are convinced and have a vision should be created.

The Effects of Low-Calorie Diet with Raw-Food Formula on Obesity and Its Complications in the Obese Premenopausal women

  • Chang, Yu-Kyung;Park, Yoo-Sin;Park, Mi-Hyoun;Lee, Jung-Ho;Kim, So-Hyung
    • Journal of Community Nutrition
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    • 제4권2호
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    • pp.99-108
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    • 2002
  • Recently interests on raw-food diets are rapidly increasing in relation to chronic diseases prevention in Korea, but studies on raw-food diets have been hardly performed by nutritionists. This study was performed to investigate the effects of low-calorie diets using a raw-food formula in the form of freeze-dried powder on obesity and its complications in the obese women (body mass index (BMI) $\geq$ 25kg/㎡) for eight weeks. Forty premenopausal women (mean BMI 28.04kg/㎡, mean age 28.33years old) participated in this diet intervention, and were controlled by eating 1 regular meal, 1-2 snacks and 2 raw-food formula (140kcal/pack) meals a day within the 1500-1300kcal ranges. Anthropo-mentric measurements, body compositions, physical exercise, and obesity-related risk factors were assessed before (the initial), during (the 4th week) and after (the 8th week) the study. All the data was analyzed by paired t-test, repeated measures ANOVA, and nonparametric rank test at p<0.05 level. Obesity was significantly increased during this study, and it was decreased in weight (-4.59%, p<0.000), BMI (-4.56%, p<0.000), body fat percent (-6.18%, p<0.000), fat mass (-10.19%, p<0.000), waist and hip circumferences(-5.69%, p<0.000 and -2.55%, p<0.000) and WHR (-3.24%, p<0.000). Energy expenditure of physical exercise was increased as much as 70kca1/day during the study (p=0.000), but it did not have any correlations with weight loss and changes of body compositions. Biochemical measurements including blood triglyceride(p <0.006) and leptin(p<0.000) levels were significantly decreased, LDL cholesterol level was increased(p<0.05), but all the blood lipid levels were in the normal ranges. Fatty liver echogenicity and menstrual irregularity were improved after the diet intervention(p<0.000 and p<0.034). In conclusion, this B-week low-calorie diet intervention using raw-food formula was effective for obese premenopausal women in reducing obesity and its risk factors so as not to proceed towards comorbidities. However, the variation of blood lipid levels should be observed for a longer Period.

최근 국유림경영계획에서 산림기능별 면적구분과 생태계서비스 개념의 반영에 관한 분석 (Analysis on the Area by Forest Function and the Reflection of Ecosystem Service Concepts in Korea's National Forest Management Plans)

  • 고기연;최재용
    • 한국산림과학회지
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    • 제109권2호
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    • pp.211-222
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    • 2020
  • 본 연구는 산림의 기능구분에서 시간에 따라 변화가 있는지 여부를 알아보고자 하였다. 또한 생태계서비스 개념이 현재 국유림 관리계획에서 고려되는 수준을 파악하고자 하였다. 자료는 98개 국유림의 경영계획구의 현재와 직전 기간의 경영계획서를 활용하였다, 경영계획서상 전, 현차기의 경영계획구별 산림기능별 면적의 구성 비율을 분석대상으로 삼았다. 전차기, 현차기의 2개 그룹의 평균이 정규분포를 따르는지 우선 검정하였다. 그 결과, 정규분포를 따르면 모수적 t-검정, 그렇지 않은 경우 비모수적 Wilcoxon 부호순위 검정을 실시하였다. 정규분포를 따르는 것은 목재생산림 경우가 해당되고, 나머지 5가지 기능: 수원함양림, 산지재해방지림, 자연환경보전림, 산림휴양림, 생활환경보전림은 정규분포하지 않는다. t-검정 또는 Wilcoxon 부호순위 검정을 실시한 결과, 유의미한 기능별 산림면적 비율의 변화를 보인 것은 목재생산림, 자연환경보전림이었다. '생태계서비스' 개념이 활발하게 언급되기 시작한 것은 2018년에 시작된 제6차 산림기본계획에서 부터이다. 지방산림청별 지역산림계획에서는 차이가 있었는데, 동부와 서부지방산림청 소관 지역산림계획에서는 위 개념에 대한 언급이 빈번하게 이루어졌으나 나머지 3개 지방산림청의 계획들에서는 그렇지 않았다.

Teratoma Formation in Immunocompetent Mice After Syngeneic and Allogeneic Implantation of Germline Capable Mouse Embryonic Stem Cells

  • Aldahmash, Abdullah;Atteya, Muhammad;Elsafadi, Mona;Al-Nbaheen, May;Al-Mubarak, Husain Adel;Vishnubalaji, Radhakrishnan;Al-Roalle, Ali;Al-Harbi, Suzan;Manikandan, Muthurangan;Matthaei, Klaus Ingo;Mahmood, Amer
    • Asian Pacific Journal of Cancer Prevention
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    • 제14권10호
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    • pp.5705-5711
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    • 2013
  • Background: Embryonic stem cells (ESCs) have the potential to form teratomas when implanted into immunodeficient mice, but data in immunocompetent mice are limited. We therefore investigated teratoma formation after implantation of three different mouse ESC (mESC) lines into immunocompetent mice. Materials and Methods: BALB/c mice were injected with three highly germline competent mESCs (129Sv, BALB/c and C57BL/6) subcutaneously or under the kidney capsule. After 4 weeks, mice were euthanized and examined histologically for teratoma development. The incidence, size and composition of teratomas were compared using Pearson Chi-square, t-test for dependent variables, one-way analysis of variance and the nonparametric Kruskal-Wallis analysis of variance and median test. Results: Teratomas developed from all three cell lines. The incidence of formation was significantly higher under the kidney capsule compared to subcutaneous site and occurred in both allogeneic and syngeneic mice. Overall, the size of teratoma was largest with the 129Sv cell line and under the kidney capsule. Diverse embryonic stem cell-derived tissues, belonging to the three embryonic germ layers, were encountered, reflecting the pluripotency of embryonic stem cells. Most commonly represented tissues were nervous tissue, keratinizing stratified squamous epithelium (ectoderm), smooth muscle, striated muscle, cartilage, bone (mesoderm), and glandular tissue in the form of gut- and respiratory-like epithelia (endoderm). Conclusions: ESCs can form teratomas in immunocompetent mice and, therefore, removal of undifferentiated ESC is a pre-requisite for a safe use of ESC in cell-based therapies. In addition the genetic relationship of the origin of the cell lines to the ability to transplant plays a major role.

정신분열병의 결핍증후군과 비결핍증후군에서 QEEG와 sLORETA를 이용한 비교연구 (Comparing Quantitative EEG and Low Resolution Electromagnetic Tomography Imaging between Deficit Syndrome and Non-Deficit Syndrome of Schizophrenia)

  • 이상은;임선진;이미경;이재원;한규희;이종일;심민영;윤해주;신병학
    • 수면정신생리
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    • 제17권2호
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    • pp.91-99
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    • 2010
  • 목 적: 본 연구는 정신분열병의 결핍증후군과 비결핍증후군이 다른 생물학적 동등성을 가진 독립된 질환일 수 있다는 가설 아래 quantitative EEG와 standardized LORETA (sLORETA)를 이용한 전기생리학적인 방법을 통하여 생물학적 병인을 파악하고자 시도되었다. 방 법: 정신분열병 환자를 대상으로 42명의 뇌파를 비교 분석하였으며 그 중 결핍증후군 환자군은 남자 10명과 여자 11명이었고 비결핍증후군 환자군은 남자 12명, 여자 9명이었다. 주파수 대역은 delta(1.5~4 Hz), theta(4~8 Hz), alpha(8~12 Hz), low beta(12~15 Hz), high beta(15~30 Hz)의 5가지로 분할하였고 EEG LAB을 이용한 파워스펙트럼 분석 및 standardized sLORETA software package를 이용하여 신호원을 국소화 하였다. 결 과: 파워 스펙트럼 분석에서 결핍증후군 집단은 비결핍증후군과 비교하였을 때 전두엽, 두정엽 및 측두엽 영역에서 delta파와 theta파의 유의한 활성도 증가를 보였으며 뇌파 스펙트럼은 간편 정신상태 평정 척도 중 철퇴/지연과 적대/의심 항목의 임상적인 특징과 유의한 상관관계를 보였다. sLORETA분석 결과에서는 배측 전대상피질에서 결핍증후군에서 유의하게 delta파의 활성도가 증가되었다. 결 론: 결핍증후군은 비결핍증후군과는 연관된 뇌 영역이 다를 수 있으며 특히 전두엽 영역의 신경회로 이상이 일차적 음성증상에 영향을 줄 것으로 생각된다.

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Quantifying the effects of climate variability and human activities on runoff for Vugia - Thu Bon River Basin in Central of Viet Nam

  • Lan, Pham Thi Huong;Thai, Nguyen Canh;Quang, Tran Viet;Long, Ngo Le
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2015년도 학술발표회
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    • pp.233-233
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    • 2015
  • Vu Gia - Thu Bon basin is located in central Vietnam between Truong Son mountain range on the border with Lao in the west and the East Sea in the east. The basin occupies about 10,350 km2 or roughly 90% of the Quang Nam Province and includes Da Nang, a very large city with about 876,000 inhabitants. Total annual rainfall ranges from about 2,000 mm in central and downstream areas to more than 4,000 mm in southern mountainous areas. Rainfall during the monsoon season accounts for 65 to 80% of total annual rainfall. The highest amount of rainfall occurs in October and November which accounts for 40 to 50% of the annual rainfall. Rainfall in the dry season represents about 20 to 35% of the total annual rainfall. The low rainfall season usually occurs from February to April, accounting for only 3 to 5% of the total annual rainfall. The mean annual flow volume in the basin is $19.1{\times}109m 3$. Similar to the distribution of rainfall, annual flows are distinguished by two distinct seasons (the flood season and the low-flow season). The flood season commonly starts in the mid-September and ends in early January. Flows during the flood season account for 62 to 69% of the total annual water volume, while flows in the dry season comprise 22 to 38% of total annual run-off. The water volume gauged in November, the highest flow month, accounts for 26 to 31% of the total annual run-off while the driest period is April with flows of 2 to 3% of the total annual run-off. There are some hydropower projects in the Vu Gia - Thu Bon basin as the cascade of Song Bung 2, Song Bung 4, and Song Bung 5, the A Vuong project currently under construction, the Dak Mi 1 and Dak Mi 4 projects on the Khai tributary, and the Song Con project on the Con River. Both the Khai tributary and the Song Con join the Bung River downstream of SB5, although the Dak Mi 4 project involves an inter-basin diversion to Thu Bon. Much attention has recently been focused on the effects that climate variability and human activities have had on runoff. In this study, data from the Vu Gia - Thu Bon River Basin in the central of Viet Nam were analyzed to investigate changes in annual runoff during the period of 1977-2010. The nonparametric Mann-Kendall test and the Mann-Kendall-Sneyers test were used to identify trend and step change point in the annual runoff. It was found that the basin had a significant increasing trend in annual runoff. The hydrologic sensitivity analysis method was employed to evaluate the effects of climate variability and human activities on mean annual runoff for the human-induced period based on precipitation and potential evapotranspiration. This study quantitatively distinguishes the effects between climate variability and human activities on runoff, which can do duty for a reference for regional water resources assessment and management.

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발병기간 1년 이내 뇌졸중 환자의 핵심 감정척도 단축형을 활용한 정서적 특성 연구 (A Study on the Emotional Characteristics of Patients within One Year of Stroke Using Core Seven Emotions Inventory-Short Form)

  • 손성은;이가원;이나현;채한나;정문주;강형원;유영수
    • 동의신경정신과학회지
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    • 제30권3호
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    • pp.165-175
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    • 2019
  • Objectives: This study was conducted to investigate the emotional characteristics of the patients within one year after stroke using the Core Seven Emotions Inventory-Short Form. Methods: It analyzed the medical records of 39 stroke patients who had visited W University hospital and completed the Core Seven-Emotions Inventory-Short Form (CSEI-S), the K-MBI, the PWI-SF, and the HADS. Patients data were analyzed by descriptive analysis, frequency analysis, the Mann-Whitney U test, and the nonparametric test of the CSEI according to the period of stroke onset in patients and Spearman's correlation analysis using the SPSS (Statistical Package for the Social Science, IBM, United States of America) Version 23.0. Results: First, in the case of depression, all subjects were in the danger group, although more than half of the joy, anger, thinking, sadness and fear were included in the normal group in the shortening of the key seven-point scale. Secondly, in measuring the social and psychological stress and hospital anxiety and depression, social and psychological stress were indicated to be a potential danger group, while anxiety and depression were shown to be a healthy group. Thirdly, the emotional characteristics were explored according to the sub-factor of the shortening of the key seven-figure emotional scale after being classified within two months, between two and six months and over six months depending on the duration of the outbreak. As a result, statistically significant, Joy was the highest score over six months and the lowest score between two and six months. On the other hand, the case of depression was depicted to be significantly lower at over six months, and was highest between two and six months. Finally, the correlations on each scale were statistically significant. Conclusions: This study provided that the CSEI-S can be used to simply to measure the emotions of patients according to the period of the onset of stroke in the clinical scene.

함수형 선형모형에서의 B-스플라인에 기초한 검정 (Classical testing based on B-splines in functional linear models)

  • 손지훈;이은령
    • 응용통계연구
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    • 제32권4호
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    • pp.607-618
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    • 2019
  • 현대 과학기술의 발전으로 인해 함수 형태의 자료(functional data)는 기상학, 생물의학과 다양한 분야에서 발생하고 있으며 이러한 자료를 분석하는 것은 새롭고 흥미로운 통계과제라 할 수 있다. 스칼라 반응변수를 가진 함수형 선형회귀 모형(functional linear regression models with scalar response)은 널리 사용되는 함수형 자료 분석기법 중의 하나라 할 수 있고 이 회귀 모형에서 함수형 자료 (설명변수) 가 스칼라 반응변수에 영향력을 미치는지 검정하는 것은 중요한 문제라 할 수 있다. 최근, Kong 등은 함수형 주성분분석(functional principle component analysis)에 의한 차원 축소, 즉, 함수형 주성분분석 결과 얻어지는 고유함수(eigenfunctions)를 활용한 검정방법을 제안했다. 하지만, 그 고유함수들은 검정문제에서 관심사인 함수형 설명변수와 스칼라 반응변수의 연관성이 아니라 함수형 설명변수의 변동만을 고려하기 때문에 회귀문제에 사용하기에 일반적으로 적합한 기저가 아니다. 게다가, 자료로부터 추정하여야 하기 때문에 이 불필요한 추정오차가 검정 절차 성능에 포함될 가능성이 있다. 이러한 단점을 피하기 위해 본 논문에서는 기존의 고유기저함수가 아닌 고정기저(fixed basis)인 B-스플라인(B-splines) 함수를 활용한 검정 방법을 제안한고 모의실험을 통해 검정방법이 잘 작동한다는 것을 보여준다. 또한, 제안한 검정 방법은 B-스플라인의 국소화 성질 때문에 때론 효율적이고 직관적인 결과를 제공하는데 이를 모의실험과 실증자료 분석을 통해 보여줄 것이다.