• 제목/요약/키워드: Classification Variables

검색결과 938건 처리시간 0.027초

Blood Levels of IL-Iβ, IL-6, IL-8, TNF-α, and MCP-1 in Pneumoconiosis Patients Exposed to Inorganic Dusts

  • Lee, Jong-Seong;Shin, Jae-Hoon;Lee, Joung-Oh;Lee, Won-Jeong;Hwang, Joo-Hwan;Kim, Ji-Hong;Choi, Byung-Soon
    • Toxicological Research
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    • 제25권4호
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    • pp.217-224
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    • 2009
  • Inhaled inorganic dusts such as coal can cause inflammation and fibrosis in the lung called pneumoconiosis. Chronic inflammatory process in the lung is associated with various cytokines and reactive oxygen species (ROS) formation. Expression of some cytokines mediates inflammation and leads to tissue damage or fibrosis. The aim of the present study was to compare the levels of blood cytokines interleukin (IL)-$1\beta$, IL-6, IL-8, tumor necrosis factor (TNF)-$\alpha$ and monocyte chemoatlractant protein (MCP)-1 among 124 subjects (control 38 and pneumoconiosis patient 86) with category of chest x-ray according to International Labor Organization (ILO) classification. The levels of serum IL-8 (p= 0.003), TNF-$\alpha$ (p=0.026), and MCP-1 (p=0.010) of pneumoconiosis patients were higher than those of subjects with the control. The level of serum IL-8 in the severe group with the small opacity (ILO category II or III) was higher than that of the control (p=0.035). There was significant correlation between the profusion of radiological findings with small opacity and serum levels of IL-$1\beta$(rho=0.218, p<0.05), IL-8 (rho=0.224, p<0.05), TNF-$\alpha$ (rho=0.306, p<0.01), and MCP-1 (rho=0.213, p<0.01). The serum levels of IL-6 and IL-8, however, did not show significant difference between pneumoconiosis patients and the control. There was no significant correlation between serum levels of measured cytokines and other associated variables such as lung function, age, BMI, and exposure period of dusts. Future studies will be required to investigate the cytokine profile that is present in pneumoconiosis patient using lung specific specimens such as bronchoalveolar lavage fluid (BALF), exhaled breath condensate, and lung tissue.

사진측정(寫眞測定)에 의한 중국(中國) 20대(代) 남성(男性)의 하반신(下半身) 형태(形態) 분류(分類) (Lower Body Shape Classification of Chinese Males in Their 20s by Analyzing Photographic Measurement)

  • 이소영;심부자
    • 패션비즈니스
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    • 제11권1호
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    • pp.61-74
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    • 2007
  • Photographic measurement was first made with the subjects of 190 males in their 20s residing in the Ningbo area, Zhejiang Province in China. In this second report, lower body shapes were classified and discriminated by using indirect measurement, measurement items, and lower body analysis. The following sums up the research: 1. The subjects were $8.85^{\circ}$ (hip breadth angle), $1.58^{\circ}$ (abdomen upper angle), $11.80^{\circ}$ (hip upper angle), and $5.12^{\circ}$ (lateral lower body posture angle). 2. The subjects of Chinese males in their 20s showed three types of lower bodies: Bow Legs & Slight Slant of Lateral Lower Body Type (30.5%)-gap between legs, curve waist-hip contour, average abdomen-hip profile, and lateral lower body posture were slightly slanted forward. Adjacent Straight Legs & Slight Slant of Lateral Lower Body Type (35.8%)-adjacent straight between legs, curve waist-hip contour, slim abdomen-hip profile, and lateral lower body posture were slightly slanted forward. Balance Legs & Large Slant of Lateral Lower Body Type (33.7%)-average between legs, straight waist-hip contour, protruding hip profile, and lateral lower body posture were largely slanted forward. 3. Eight useful variables for the categorization of the subjects' lower body types were chosen through stepwise discriminant analysis, and the hit ratio of discrimination was 97.9%.

안면도 사질 조간대에 서식하는 대형저서동물의 공간분포 및 군집구조 (Spatial Distribution and Community Structure of Macrobenthos on the Sandy Shore of Anmyeondo, Korea)

  • 정윤환;윤건탁;박흥식;마채우
    • Ocean and Polar Research
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    • 제35권1호
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    • pp.27-37
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    • 2013
  • The western coast of Anmyeondo is open toward the Yellow sea and the northern and southern coasts are sandy and have simple coastlines. In this study, we investigated the spatial distribution and community structure of the macrobenthos that inhabit the sandy shore of Anmyeondo. For the study, we chose 8 sites encompassing 44 stations. In total, we have recorded 62 species, and collected 747 inds./$m^2$ on average. Zonation pattern did not appear because the mean grain size and organic contents of the study sites were similar among the macrobenthos. Polychaetes were most frequently recorded, but amphipods appeared in higher mean density. Macrobenthic community is classified into 3 groups largely based on the density difference among the dominant species and the groups were not influenced by environmental factors. The aggregated distribution of macrobenthos did not show a clear regional spatial difference but exhibited classification pattern emphasizing the density difference of the dominant species. The sandy shores of Anmyeondo are relatively more influenced by waves compared to other regions and the sediment moves more due to strong winds, etc. at low tide. We presume that the movement of sediment resulted in a relatively even sedimentary environment and consequently weakened environmental variables that change with the tide level. We concluded that the macrobenthic community does not show the zonation pattern in the sandy shores of Anmyeondo due to such influences.

성인 여성의 비만위험도와 TV 시청시간 및 신체활동 수준과의 관계 (Association of Obesity with Television Watching and Physical Activity in Adult Female)

  • 윤군애
    • Journal of Nutrition and Health
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    • 제36권7호
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    • pp.769-776
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    • 2003
  • This study has analyzed the association of physical activity and television watching time with obesity in 30-50 aged women from middle income town in Busan city area. Data were obtained using a questionnaire, including information about physical activity, TV watching time and health habit; social data regarding educational level and monthly income; family history of chronic condition. Height and weight were measured. Outcome variable was obesity, defined as a body mass index 25 kg/m$^2$ or greater. Odds ratios (OR) for obesity were estimated by multivariate logistic regression, and interpreted as a relative risk of obesity. The prevalence of obesity was 11.8%. The mean BMI of obese women was 26.9 kg/m$^2$. The OR of obesity was higher in subject of 40s than 30s. Subjects who had higher educational level presented lower OR than those of elementary or middle school education. Family income was not associated with obesity. Women having a family history of chronic condition had higher risk of obesity than those who did not have it. The OR was lower in active people at work (OR = 0.51; 95% CI = 0.26 - 0.98) than in inactive ones, and the ORs associated with regular exercise or activity at leisure time were not statistically different. However, subjects watching TV $\geq$ 3.5 hr/day showed higher OR (OR = 2.34; 95% CI = 1.16 - 4.74), compared with those watching TV $\geq$ 1.5 hr/day. Association of the joint classification of physical activity variables with obesity was estimated. The highest relative risk of 5.99 was in women in physically inactive at work and high category of TV watching ($\geq$ 3.5 hr/day). Even in women in active at work, the watching TV $\geq$ 3.5 hr/day made them have the high OR (OR = 2.44; 95% CI = 1.03 - 5.77). And at each time level of TV watching, the increasing activity level at work was associated with lower OR for obesity. These findings suggest that both TV watching time and physical activity at work were related to obesity in adult female, each with independent effects on obesity. TV watching time seems to be a significant factor that could partly evaluate the energy expenditure.

Development and evaluation of a dish-based semiquantitative food frequency questionnaire for Korean adolescents

  • Yum, Jinhee;Lee, Seungmin
    • Nutrition Research and Practice
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    • 제10권4호
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    • pp.433-441
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    • 2016
  • BACKGROUND/OBJECTIVES: The purpose of this study was to develop a dish-based semiquantitative food frequency questionnaire (FFQ) for Korean adolescents and evaluate its reproducibility and validity. SUBJECTS/METHODS: Based on 24-hour dietary recall data from the 4th Korean National Health and Nutrition Examination Survey (KNHANES), we developed a FFQ with 71 items. From a quota sample of 160 adolescents recruited using gender and age group as stratification variables, 153 participated in the complete data collection process. The FFQ was administered to each subject twice, at an interval of 3-4 weeks, to evaluate the test-retest reliability. The validity of the FFQ was assessed relative to 8-day food record data. RESULTS: The study findings demonstrated the FFQ's satisfactory reproducibility. Spearman correlation coefficients ranged from 0.64(for ${\beta}-carotene$) to 0.81(for protein). From cross-classification analyses, the proportion of subjects in the same intake quartile was highest for protein (65.4%) and lowest for vitamin A(47.1%). With regard to validity analysis, Spearman correlation coefficients ranged from 0.27(for vitamin A and fiber) to 0.90 (for energy). The proportions of subjects in the opposite categories between the first FFQ and the 8-day food record data were generally low within the range from 0.74% (for energy and carbohydrate) to 13.2% (for ${\beta}-carotene$). CONCLUSIONS: In conclusion, the dish-based semiquantitative FFQ developed in this study can be useful for grouping Korean adolescents according to major macro- and micronutrient intakes with reasonable reproducibility and validity.

시내버스 노선별 특성 분석에 기초한 운행 개선 방안 연구: 공공성과 수익성을 고려하여 (Proposition of Desirable Management According to Characteristics of Various Bus Route Type)

  • 이상용;정헌영
    • 대한교통학회지
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    • 제31권4호
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    • pp.76-84
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    • 2013
  • 본 연구에서는 시내버스 준공영제 제도 아래에서 효율적인 시내버스 노선 운영 개선 방안을 도모하기 위해 버스 노선의 유형별 적정 서비스 제공 수준을 결정하고자 하였다. 이를 위해 시내버스 준공영제 특성을 반영하는 공공성 개념을 도입하고, 수익성과 잠재성을 동시에 고려하여 시내버스의 노선 유형을 분류하는 방법을 제안하였다. 이 같은 노선 유형 분류 방법을 활용하여 부산에서 실제 운행되고 있는 시내버스 113개 노선을 8개 유형으로 분류하였고, 노선연장, 운행횟수, 도심통과 유무 등 9개의 노선별 운행특성을 고려하여 유형별 시내버스 노선 운영 개선 방안을 제시하였다. 버스 노선의 운영 개선 방안을 도출함에 있어, 9개의 노선별 운행특성자료를 주성분 분석으로 3가지 운행특성 자료로 축약하여 비교 검토함으로써 유형별 시내버스 노선의 운영 개선 방안을 보다 효과적으로 도출할 수 있었다.

Relationship between maturation indices and morphology of the midpalatal suture obtained using cone-beam computed tomography images

  • Jang, Hong-Ik;Kim, Sang-Cheol;Chae, Jong-Moon;Kang, Kyung-Hwa;Cho, Jin-Woo;Chang, Na-Young;Lee, Keun-Young;Cho, Jin-Hyoung
    • 대한치과교정학회지
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    • 제46권6호
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    • pp.345-355
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    • 2016
  • Objective: The purpose of this study was to determine whether predicting maturation of the midpalatal suture is possible by classifying its morphology on cone-beam computed tomography (CBCT) images and to investigate relationships with other developmental age indices. Methods: The morphology of the midpalatal suture was assessed by using CBCT images of 99 patients. Axial plane images of the midpalatal suture were classified into five stages according to the classification scheme. To make the assessment more accurate, the morphology and fusion of the midpalatal suture were additionally investigated on coronal cross-sectional planar images and volume-rendered images. Bone age was evaluated using the hand and wrist method (HWM) and cervical vertebrae method (CVM); dental age (Hellman's index), sex, and chronological age were also assessed. To evaluate relationships among variables, Spearman's rho rank test was performed along with crosstabs using contingency coefficients. Results: The HWM and CVM showed strong correlations with the maturation stage of the midpalatal suture, while other indices showed relatively weak correlations (p < 0.01). Through crosstabs, the HWM and CVM showed high association values with CBCT stage; the HWM demonstrated slightly higher values (p < 0.0001). Based on the HWM, the midpalatal suture was not fused until stage 6 in both sexes. Conclusions: Among developmental age indices, the HWM and CVM showed strong correlations and high associations, suggesting that they can be useful in assessing maturation of the midpalatal suture.

진료의뢰센터 운영이 전원환자의 재원일수에 미치는 영향 - 일개 3차 의료기관 진료의뢰센터 경유 환자를 중심으로 - (The effect of operating the referral center on the Length of stay of transferred inpatients in a tertiary medical center)

  • 조상옥;박은철;손태용;강희정;유승흠
    • 한국병원경영학회지
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    • 제10권3호
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    • pp.67-84
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    • 2005
  • To compare differences of LOS between the group of inpatients via referral centers(the referral group) and the group of inpatients via different routes (the general group) and analyze factors which determine the difference. The 9,484 cases of newly inpatients of Mar., Jun., Sep., Dec. of year 2003 were used for the data. We calculate the Case-mix index of length of stay($CMI_{LOS}$) to compare LOS adjusted with the disease as the ratio of a patient' LOS to all patients' average LOS by 21 classification diagnosis group. We conducted t-test to compare differences of $CMI_{LOS}$ between two groups and multiple regression to analyze factors determining the difference. $CMI_{LOS}$ was 0.94 in the referral group, which was smaller than 1.01 in the general group. LOS was 7.5days in the referral group, which was 0.6day shorter than that in the general group. Multiple regression also showed that $CMI_{LOS}$ was smaller in the referral group than in the general group after controlling patients' general characteristics, diagnostic information variables. The referral centers can be said to playa role in decreasing LOS. We suggest that variety of depth studies on referral centers should be continued at the strategic level of hospital management using additional medical informations.

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의사결정나무를 이용한 다변량 공정관리 절차 (Multivariate process control procedure using a decision tree learning technique)

  • 정광영;이재헌
    • Journal of the Korean Data and Information Science Society
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    • 제26권3호
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    • pp.639-652
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    • 2015
  • 현대의 제조공정은 컴퓨터의 발전과 통신 및 네트워크의 발달로 컴퓨터통합제조가 가능해졌다. 이로 인해 고품질 제품의 고속 생산공정이 확대되고, 공정에서 실시간으로 전송되는 다양한 품질변수들의 데이터 축적 또한 가능하게 되었다. 이를 관리하기 위해서는 다변량 통계적 공정관리 절차가 필요하다. 전통적으로 사용하는 다변량 관리도는 이상상태 발생시 이상신호를 주지만, 이상원인이 어떠한 변수에 어떠한 영향을 주는지에 대한 정보를 제공하지 않는다는 단점이 있다. 이를 보완하기 위해 데이터마이닝과 기계학습 기법을 이용할 수 있다. 이 논문에서는 의사결정나무 학습 기법을 이용한 다변량 공정관리 절차를 소개하고, 이변량인 경우 모의실험을 통하여 그 효율을 살펴보았다. 모의실험 결과를 살펴볼 때, 상관계수에 따라 이상상태 탐지 능력은 비슷한 것으로 나타났고, 이상상태에 대한 분류 정확도는 상관계수와 이상원인의 형태에 따라 차이가 있지만 기존의 다변량 관리도에서는 제공하지 않는 이상원인의 정보를 제공하는 장점이 있음을 알 수 있다.

Demographics, Social Media Use and Perceived Academic Stress of Secondary School Students in St. Thomas Aquinas College, Akure, Nigeria

  • Igbinovia, Magnus Osahon;Idhalama, Ogagaoghene Uzezi;Alex-Nmecha, Juliet C.
    • International Journal of Knowledge Content Development & Technology
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    • 제9권4호
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    • pp.7-29
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    • 2019
  • The study was carried out to investigate the influence of demographics and social media use on perceived academic stress of secondary school students in St. Thomas Aquinas College, Akure, Nigeria. This was achieved using five research questions and four null hypotheses. The population of the study consisted of 1,107 students at ISCED level 3, out of which 286 were selected based on the Israel (2003) model for determining sample size. The Ex-Post Facto (EPT) research design of the correlational type was employed to investigate the study while questionnaire was used for data elicitation. Out of the 286 copies distributed, 192 (67% response rate) were retrieved and analyzed using descriptive statistics (frequency, percentage, mean and standard deviation) and inferential statistics (correlation and multiple regression). The findings revealed that there is high frequency of social media use among secondary school students, majorly for meeting new friends and chatting. The perceived academic stress (PAS) of the students was found to be moderate. Of the three demographics considered, only class had significant influence on PAS. Use of social media did not have significantly influence on PAS of the students. When combined, demographics and social media use predicted PAS; and when considered relatively, of the independent variables, only class as an aspect of demographics predicted PAS. Therefore, the authors concluded that PAS of secondary school students is not directly influenced by demographics (except for class) and social media use. Based on the study's conclusion, recommendations were made.