• Title/Summary/Keyword: statistical data analysis

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Practices and Needs of Health Promotion Program among Workers in A Petrochemical Industry Complex (석유화학단지 근로자들의 건강행위 실천 정도와 건강증진 요구도)

  • Kim, Mi-Ae;Chun, Jin-Ho
    • Korean Journal of Occupational Health Nursing
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    • v.13 no.2
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    • pp.104-117
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    • 2004
  • Objectives: To propose the basic data for the development of the optimum health promotion program (HPP) for the workers in a petrochemical industry complex. Methods: The subjects were 553 workers who worked at the six plants in a petrochemical industry complex. From February to March 2003, questionnaire survey was conducted by the nurses with occupational health specialty about the life styles, interests, self-cognitions, practices of health behavior, subjective symptoms thought to be related the working environments, burden to the own health, needs and intentions to participation of the HPP. Data analysis was done using SPSS program (ver 10.0) with ${\alpha}=0.05$ of statistical significance. Results: The mean age and tenure of the subjects were 39.7 years and 14.2 years, respectively, and proportion of smokers was around 50%. Two of third (66%) satisfied their own job, and 58% recognized themselves healthy. The most frequent health behavior were exercise (60%) and regular health check (87%) in individual and job based, respectively. About half of them (58%) had at least one of the symptoms thought to be related the working environments, and the most frequent one was odor (21%). These symptoms were more frequent in case of the shorter career. The needs of HPP was relatively higher in exercise (66%), cancer prevention (51%), stress control (47%), and intention to participation was also the highest in exercise (64%). Job satisfaction was higher in case of the higher interests and cognitions to their own health, and thought that the ownership's interest to workers' health be high (p<0.01), but no associations with the subjective symptoms. The mean level of burden to the own health were $14.1{\pm}13.9$ of physical, $11.7{\pm}13.6$ of emotional, $9.1{\pm}10.7$ of behavioral as out of one hundred. They felt the more burden in case of office workers, the lower interests and cognitions to their own health, the lower satisfaction to their job, the frequent drinking group, and complained the subjective symptoms (p<0.05). Abnormal results of the regular health check was higher in the frequent drinking group (p=0.083). Conclusions: For the optimum HPP for the workers in the petrochemical complex, the ownership's interest to workers' health would be enhanced, and the priority would be focused on exercise and drinking habits control.

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Factors Affecting Job-Seeking Stress in Nursing Students (간호대학생의 취업 스트레스에 영향을 미치는 요인)

  • Choe, Myeong Hui;Kim, Joo Hyun;Nam, Eun Sook;Lee, Yong Mi;Hwang, Ju Hee;Lee, Mi Kyung;Yoon, Sung Ja;Park, Hyunju
    • Korean Journal of Occupational Health Nursing
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    • v.24 no.2
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    • pp.122-131
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    • 2015
  • Purpose: The purpose of this study was to investigate what factors are affecting job-seeking stress in nursing students. Methods: Subjects were 463 students from two 3-year and two 4-year colleges of nursing in K-Province in Korea. Data was collected from self-administered questionnaires. t-test, ANOVA, Pearson's and Spearman's correlation coefficients, and hierarchical multiple regression with dummy variables were used for statistical analysis of data. Results: Job-seeking stress was significantly different by school system (t=2.76, p=.006), family economic status (F=3.40, p=.005), characteristics (t=1.99, p=.047), academic achievement (F=6.54, p=.002), current weight control status (t=2.23, p=.026), times of cosmetic surgery (r=.11, p=.022), self-esteem (r=-.47, p<.001) and appearance stress (r=.40, p<.001). However, after controlling for general characteristics, self-esteem, and perceived appearance stress, job-seeking stress was significantly different by grade (1st vs 3rd, ${\beta}=0.163$, p<.001), academic achievement (low vs. high, ${\beta}=-0.121$, p=.0321), self-esteem (${\beta}=-0.224$, p<.001), and appearance stress (${\beta}=0.099$, p<.001). The explanation power of self-esteem on job-seeking stress was greater compared with that of appearance stress. Conclusion: Results of this study suggest that it is necessary for nursing students to develop intervention program aimed at reducing job-seeking stress, and it would be effective to focus on improving self-esteem for them.

Design and Implementation of an HNS Accident Tracking System for Rapid Decision Making (신속한 의사결정을 위한 HNS 사고이력관리시스템 설계 및 구현)

  • Jang, Ha-Lyong;Ha, Min-Jae;Jang, Ha-Seek;Yun, Jong-Hwui;Lee, Eun-Bang;Lee, Moon-jin
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.23 no.2
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    • pp.168-176
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    • 2017
  • HNS accidents involve large-scale fires and explosions, causing numerous human casualties and extreme environmental pollution in the surrounding area. The widespread diffusion of effects should be prevented through rapid decision making. In this study, a high-quality, standardized, and digitized HNS accident databases has been generated based on the HNS standard code proposed. Furthermore, the HNS Accident Tracking System (HATS) was applied and implemented to allow for systematic integration management and sharing. In addition, statistical analysis was performed on 76 cases of domestic HNS accident data collected over 23 years using HATS. In Korea, an average of 3.3 HNS accidents occurred each year and major HNS accident factors were Springs (41 %), Aprons (51 %), Chemical Carriers (49 %), Crew's Fault (45 %) and Xylenes (12 %). (The number in parentheses is the percentage of HNS accident factors for each HNS accident classification)

A Study on the Occurrences of Accidents among 1 st to 3rd Grade Rural Elementary Students (농촌지역 초등학교 저학년 학생들의 안전사고 발생실태)

  • Kim, Bok-Ju;Kim, Chung-Nam;Ryu, Mi-Kyung
    • Research in Community and Public Health Nursing
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    • v.12 no.3
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    • pp.815-827
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    • 2001
  • Accidents involving students are an important cause of death and disability. They also have enormous financial implications. In order to prevent childhood accidents. research and education for safety should be strengthened. The purpose of this study was to determine how often lower grade elementary students have accidents and what factors affect the accident rate. The study population consisted of 676 students who were in the 2nd, 3rd and 4th grades of twelve elementary schools located in Kun Wi Gun. The questionnaires were distributed to all of the 2nd to 4th grade student in the Kun Wi Gun to be completed by their parents about all the accidents which happened last one year and collected during the period of March 19, to March 30, 2001. The data were analyzed by using SPSS WIN 10.0 statistical package. The results of the study are as follow: 1. Among 676 students. 270 students had 540 accidental injuries during the study period. 2. The month, the day and the time with the highest accident rate were April. Monday. and between 1 and 4 p. m. each. 3. In the analysis of the location where the injury took place, the most frequent place was on school, around their homes and. then inside the home. 4. Most of accidents were caused by carelessness on the part of the students and the most frequent type of injury was an abrasion. 5. Students most injured part of the body was their legs. 6. They were treated at home most often and usually emergency treatment was performed by family members with disinfectant as first aid measure. Cost of the treatment of the accident ranged from 10.000 to 30,000 won in most cases. 7. Students' personality. type of family composition. mother's age and parents' education level were statistically significant. As a conclusion. 1st to 3rd grade rural elementary students need their assessment for accident involving condition. This study gave a very useful and important data to prepare accident prevention teaching program and to prepare accident prevention strategies.

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Characteristics of Speckle Errors of SeaWiFS Chlorophyll-α Concentration in the East Sea (동해 SeaWiFS 클로로필-α 농도의 스펙클 오차 특성)

  • Chae, Hwa-Jeong;Park, Kyung-Ae
    • Journal of the Korean earth science society
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    • v.30 no.2
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    • pp.234-246
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    • 2009
  • Characteristics of speckle errors of Sea-viewing Wide Field-of-view Sensor (SeaWiFS) chlorophyll-${\alpha}$ concentration were analyzed, and its causes were investigated by using SeaWiFS data in the East Sea from September 1997 to December 2007. The speckles with anomalously high concentrations were randomly distributed and showed remarkably high bias of greater than $10mg/m^3$, compared with their neighboring pixels. The speckles tended to appear frequently in winter, which might be related to cloud distribution. Ten-year averaged cloudiness of winter was much higher over the southeastern part, with frequent speckles, than the northwestern part of the East Sea. Statistical analysis results showed that the number of the speckles was increased as cloudiness increased. Normalized water-leaving radiance of the speckle pixel was considerably low at the short wavelengths (443, 490, and 510 nm), whereas the radiance at 555 nm band was normal. These low measurements produced extraordinarily high concentration from the chlorophyll-${\alpha}$ estimation formula. This study presented the speckle errors of SeaWiFS chlorophyll-${\alpha}$ concentration in the East Sea and suggested that more reliable chlorophyll-${\alpha}$ data based on appropriate ocean color remote sensing techniques should be used for the oceanic application researches.

A Study on Power Generation Efficiency through the Post Evaluation of Photovoltaic Panels in Complex Type Buildings - Focused on Annual Generation Performance of S-university - (단지형 건물군 내 태양광 패널의 사후 평가를 통한 발전 효율 연구 - S대학의 연간 발전 실적을 중심으로 -)

  • Kim, Heejin;Jung, Hyejin
    • Korean Journal of Construction Engineering and Management
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    • v.18 no.5
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    • pp.11-19
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    • 2017
  • The purpose of this study is to analyze the efficiency of PV according to installation condition in the complex type buildings. For this purpose, annual performance of solar power generation in a certain area was investigated and various methods were conducted including post operation evaluation. In addition, we tried to find out influencing factors that affect the efficiency and sought to identify their relative impact of degree through the data analysis and site visits together. In the middle of this process we can draw up major considerations for the efficient photovoltaic power generation installation. In the mean while, previous studies are making something new related with method for efficiency enhancement and individual influential factors based on experimental environment rather than the empirical data site based. As a result of the study, it was confirmed that even if installed in the same area, the power generation efficiency is 1.5 times as high as the installation condition. Furthermore, statistical analyses were performed on azimuth, tilted angle and shade, which are variables affecting conversion efficiency, and it was statistically confirmed that all variables are meaningful factors that affect the conversion efficiency which is a dependent variable. The most influential factor is the azimuth, followed by the tilted angle and the shade factor. From this result, we expect to be able to provide installation guidelines for the solar power generation equipments on the rooftop zone.

Effects of Swim Training on Tuberculosis infection in the Mouse Model at Different Temperature (온도 차이에 따른 수영훈련이 결핵균 감염정도에 미치는 영향)

  • Kwak Yi-Sub
    • Journal of Life Science
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    • v.15 no.4 s.71
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    • pp.652-656
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    • 2005
  • Tuberculosis is the leading infectious disease in the world. It is urgent to develop new vaccine and treating drugs. Besides vaccines, we want to know the effects of regular swim training on TB infection in the mouse model. This study was designed to examine the effects of regular swim training on lung and spleen TB counts and $INF-\gamma$ activity in the trained mice at different temperature. The trained mice underwent a 10-wk endurance swim training (5 times/wk) in water at $29\~33^{\circ}C$ (WWG) and $21\~23^{\circ}C$(CWG) for 60 min. And they were divided into 3 groups according to the regular swim training (CG; control, WWG; warm water group, and CWG; cold water group). Mice were challenged by aerosol infection with M. tuberculosis H37Rv using an inhalation device (Glas-Col, Terre Haute, Ind.) calibrated to deliver bacteria into lungs. Three weeks after immunization, the mice were challenged. Four weeks after challenge, the mice were sacrificed and the numbers of viable bacteria in lung and spleen were determined by plating serial dilution of whole organ homogenates on nutrient Middlebrook 7H11 agar (Difco, Detroit, MI). Colonies were counted after four weeks incubation at $37^{\circ}C$. All data were expressed as mean, standard deviation by using SPSS package program (win 10.0). The result through the statistical analysis of this data were summarized as follows; In the weight changes, there were significant differences among CG, WWG, and CWG following the swim training at different temperature, and CWG was the lowest. In the change of $INF-\gamma$ following the swim training, there were significant differences (p<.05) among CG, WWG, and CWG after stimulated with media and CFP. In MTB counts, there were significant differences (p<.05) between CG and WWG in the lung. And also there were significant differences (p<.05) among CG, WWG, and CWG. These results suggest that regular swim training suppress Th1 immune response caused by decreased $INF-\gamma$ level in the WWG, Also For the WWG, highly increased level of TB counts appear in the lung and spleen compare to CG.

A Study on the Differences in Self-perceived Oral Health Levels in Workers at Seoul-Inchon Area (경인지역 근로자의 자기평가 구강건강수준 인식에 관한 연구)

  • Kim, Sook-Hyang;Hong, Min-Hee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.12 no.12
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    • pp.5692-5699
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    • 2011
  • This study aims to determine potential differences in self-perceived oral health levels between blue-collar and white-collar workers. It is based upon questionnaire survey data dating from Mar. 1 to 30, 2011. All the data collected from 200 blue-collar workers and 100 white-collar worker was analyzed using statistical tools like SPSS ver. 19.0. Self-perceived oral health levels were analysed across three sub-factors - physical, psycho-social, and psychological factors - which were confirmed through factor analysis. The psycho-social factor was statistically significant for age and shift work. Self-perceived oral health levels across the three factors were quantitatively correlated except for psychological factors in blue-collar workers. The study found that occupational group affects workers' self-perceived oral health level. The explanatory power of these 4 variables total 51% in blue-collar group. In case of white-collar group, it was found one variable total 30%. Since oral health levels differ between blue-collar and white-collar workers, oral health promotion projects should differentiate between the two groups, and workers with an interest in their tooth for the prevention, yet negligent act because it will keep your personal oral health care in the prevention-oriented oral health promotion.

A Pruning Algorithm for Network Structure Optimization in the Forecasting Climate System Using Neural Network (신경망을 이용한 기상예측시스템에서 망구조 최적화를 위한 Pruning 알고리즘)

  • Lee, Kee-Jun;Kang, Myung-A;Jung, Chai-Yeoung
    • The Transactions of the Korea Information Processing Society
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    • v.7 no.2
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    • pp.385-391
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    • 2000
  • Recently, neural network research for forecasting the consecutive controlling rules of the future is being progressed, using the series data which are different from the traditional statistical analysis methods. In this paper, we suggest the pruning algorithm for the fast and exact weather forecast that excludes the hidden layer of the early optional designed nenral network. There are perform the weather forecast experiments using the 22080 kinds of weather data gathered from 1987 to 1996 for proving the efficiency of this suggested algorithm. Through the experiments, the early optional composed $26{\times}50{\times}1$ nenral network became the most suitable $26{\times}2{\times}1$ structure through the pruning algorithm suggested, in the optimum neural network $26{\times}2{\times}1$, in the case of the error temperature ${\pm}0.5^{\circ}C$, the average was 33.55%, in the case of ${\pm}1^{\circ}C$, the average was 61.57%, they showed more superior than the average 29.31% and 54.47% of the optional designed structure, also. we can reduce the calculation frequency more than maximum 25 times as compared with the optional sturcture neural network in the calculation frequencies.

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Factors Influencing Attempted Suicide Among Adolescents in Korea (청소년들의 자살시도에 영향을 미치는 요인)

  • Lee, Gyuyoung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.5
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    • pp.3139-3147
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    • 2015
  • The aim of this study was to investigate the condition surrounding attempted suicide and related factors among middle and high school students in Korea. Methods : Data from 72,435 participants of 2013 Korea Youth Risk Behavior Web-based Based Survey were analyzed. Statistical analyses were conducted on weighted data using SPSS 21 software to account for the complex sampling designs. Results : Complex samples logistic regression analysis, school level, socioeconomic status, drinking alcohol, drug use, experience of school bullying were associated with an increased proportion of attempted suicide for boys and girls. Particularly, male students was associated with living type. Conclusion : The results of this study highlight the important of developing a program that focuses on enhancing suicidal prevention & respect life program with life skills program, to effectively reduce the likelihood of attempted suicide among adolescents in Korea.