• Title/Summary/Keyword: Multi-variate analysis

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Complex Sample Analysis of the Effect of Alcohol Drinking and Smoking Period on Bone Mineral Densities in Korean Men Aged 50 Years and Over (50세 이상 한국 남성의 알코올과 흡연력이 골밀도에 미치는 영향에 대한 복합표본 분석)

  • Kim, Moon Ja;Lee, Eun Nam
    • Journal of muscle and joint health
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    • v.25 no.2
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    • pp.157-166
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    • 2018
  • Purpose: This study aimed to identify the effect of the level of alcohol drinking and smoking period on the occurrence of lumbar and femoral neck osteoporosis in men aged 50 years and over. Methods: This study analyzed the data of 1,410 men based on results of a National Survey on Nutritional Health for the period 2010-2012. Complex sample multi-variate logistic regression analysis was conducted to determine whether alcohol drinking and smoking period were associated with osteoporosis in men aged 50 years older. Results: The risk of osteoporosis in the femoral neck was 3.43 times (95% confidence interval [CI]=1.15~10.29) higher in men who consumed less alcohol and smoked for a long time compared to men who smoked more than 40 years and consumed much alcohol at once. The risk of osteoporosis in the lumbar spine was 3.45 times (95% confidence interval [CI]=1.69~7.04) higher respectively. Men who consumed much alcohol at a time and smoked less than 40 years were 1.54 (1/0.65) times (95% confidence interval [CI]=0.45~0.93) more likely to be classified as normal than the men who consumed much alcohol and had a long smoking period. Conclusion: The interaction of excessive drinking and smoking has a more detrimental effect on bone mineral density.

Preparation of Stand Volume Table by the Multivariate Statistical Analysis Method (다변량해석법(多變量解析法)을 이용(利用)한 임분재적표조제(林分材積表調製))

  • Kim, Dong-Chun
    • Journal of Korean Society of Forest Science
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    • v.19 no.1
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    • pp.49-54
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    • 1973
  • Surveys of stock volume on steep and vast expanse of mountains, involves various difficulties. And it is extremely uneconomical in forest management point of view, to spend lots of time and man power for surveying such tree volume as the value is much cheaper in comparison with volume and weight. Therefore, a stand volume table estimate easely stock volume per hectare basis from aerial photographs was prepared and correlations to stand volume among factors affecting tree volumation, were studied. Data were 114 places selected from planted Korean white pine, Pinus koreiensis Sieb. et Zucc. stands in Kwangnung Experiment Forest and were computed and analysed by the means of the quantification in the multi-variate statistical analysis. Electronic Data Processing System was applied for data processing at Korean Instiute of Science and Technology. Coefficients of multiple correlations of stand volume table was ranged 0.85~0.88.

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Returns to Investment on Research and Extension in Korean Horticulture (원예부문 연구 및 지도 사업의 투자효과 분석)

  • Kang, Kyeong-Ha;Lee, Min-Soo;Choe, Young-Chan
    • Journal of Agricultural Extension & Community Development
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    • v.7 no.2
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    • pp.257-277
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    • 2000
  • The objectives of this study are to investigate the relationship between the growth of the horticultural sector and horticultural research and extension and to examine the socioeconomic returns to investment on research and extension in Korean horticulture. Data for horticultural production values, producer price indices and research and extension budgets for horticultural sector from 1965 to 1998 are collected from various sources. Multi-variate time series analysis technique with vector auto-regression model and Akino-Hayami Formula were employed for the analysis. This study finds (1) horticultural production responds about seven years later to the horticultural research investment shock. the magnitude of the impacts increases to a peak in seventeen years from the initial expenditures and then declines slowly thereafter until twenty years. and this peak gives a tip that horticultural research impact lasts much longer than grain's or agriculture's: (2) the social surplus from research investment benefits more to the consumer rather than to the horticultural producer: (3) B/C ratios in horticultural research are quite high with the range of 9 to 55 from 1965 to 1998. but these have been decreased since the early 1990s: (4) the socioeconomic returns to horticultural research is quite high with 56 percents of internal rate of return. It remains to be analyzed returns to investment on extension in horticulture because of no statistic significance in this study.

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Analysis of Genetic Diversity in Cymbidium Varieties Using SRAP (SRAP을 이용한 국내육성 심비디움 품종의 유전적 다양성 분석)

  • Park, Pue Hee;Kim, Mi Seon;Lee, Young Ran;Park, Pil Man;Lee, Dong Soo;Yae, Byeong Woo
    • Korean Journal of Breeding Science
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    • v.43 no.5
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    • pp.399-404
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    • 2011
  • Genetic diversity among 28 Cymbidium varieties was evaluated by using a sequence-related amplified polymorphism (SRAP) marker system. The SRAP marker which was based on the open reading frames (ORFs) regions was developed primarily for Brassica species, but has been applied to various crops. A total of 30 SRAP primer combinations were initially screened. Twenty-eight SRAP primer combinations showed high polymorphism among the 28 Cymbidium varieties, which were consisted of breeding varieties and their parents in National Institute of Horticultural & Herbal Science (NIHHS). The amplified DNA fragments were separated by denaturing acrylamide gels and detected silver staining method. One hundred ninety six polymorphic bands (7 per primer) were generated and ranged from 0.3 to 1.0 kb in size. Polymorphic fragments were scored for calculating simple matching coefficient of genetic similarity and cluster analysis with multi-variate statistical package (MVSP) 3.1. The mean genetic similarity coefficient value was 0.588. The results showed that the correlation between $F_1$ varieties and their parents was high. These studied SRAP markers will be useful tools for genotype identification, germplasm conservation, genetic relationships in Cymbidium.

Relationships of hepatic histopathological findings and bile microbiological aspects with bile duct injury repair surgical outcomes: A historical cohort

  • Guilherme Hoverter, Callejas;Rodolfo Araujo Marques;Martinho Antonio Gestic;Murillo Pimentel Utrini;Felipe David Mendonca Chaim;Elinton Adami Chaim;Francisco Callejas-Neto;Everton Cazzo
    • Annals of Hepato-Biliary-Pancreatic Surgery
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    • v.26 no.4
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    • pp.325-332
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    • 2022
  • Backgrounds/Aims: To analyze relationships of hepatic histopathological findings and bile microbiological profiles with perioperative outcomes and risk of late biliary stricture in individuals undergoing surgical bile duct injury (BDI) repair. Methods: A historical cohort study was carried out at a tertiary university hospital. Fifty-six individuals who underwent surgical BDI repair from 2014-2018 with a minimal follow-up of 24 months were enrolled. Liver biopsies were performed to analyze histopathology. Bile samples were collected during repair procedures. Hepatic histopathological findings and bile microbiological profiles were then correlated with perioperative and late outcomes through uni- and multi-variate analyses. Results: Forty-three individuals (76.8%) were females and average age was 47.2 ± 13.2 years; mean follow-up was 38.1 ± 18.6 months. The commonest histopathological finding was hepatic fibrosis (87.5%). Bile cultures were positive in 53.5%. The main surgical technique was Roux-en-Y hepaticojejunostomy (96.4%). Overall morbidity was 35.7%. In univariate analysis, liver fibrosis correlated with the duration of the operation (R = 0.3; p = 0.02). In multivariate analysis, fibrosis (R = 0.36; p = 0.02) and cholestasis (R = 0.34; p = 0.02) independently correlated with operative time. Strasberg classification independently correlated with estimated bleeding (R = 0.31; p = 0.049). The time elapsed between primary cholecystectomy and BDI repair correlated with hepatic fibrosis (R = 0.4; p = 0.01). Conclusions: Bacterial contamination of bile was observed in most cases. The degree of fibrosis and cholestasis correlated with operative time. The waiting time for definitive repair correlated with the severity of liver fibrosis.

Survey of Under-Reporting Rate and Related Factors after Blood and Body Fluid Exposure among Hospital Employees (병원직원의 환자 혈액 및 체액 노출 후 미보고 및 관련 요인)

  • Kim, Og-Son;Choi, Jeong-Sil;Jeong, Jae-Sim;Park, Eun-Suk;Yoon, Sung-Won;Jung, Sun-Young;Jin, Hye-Young;Kim, Kyeong-Mi
    • Korean Journal of Adult Nursing
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    • v.22 no.5
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    • pp.466-476
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    • 2010
  • Purpose: The purpose of this study was to examine the under-reporting rate and related factors after blood and body fluid (BBF) exposure among hospital employees. Methods: Fifteen hundred l employees were conveniently sampled from ten university and acute care hospitals. The survey questionnaire consisted of 37 items. Data were collected from September 10 to November 30, 2008. Results: The survey response rate was 88.7%. The 47.9% (638/1,331) of hospital employees were exposed to BBF and the mean number of exposure was $4.7{\pm}5.942$ within the previous year. Under-reporting rate after BBF exposure was 69.4% (443/638). By multi-variate logistic regression analysis, the exposure number, exposure type, infectious disease and hospital were independently related to the under-reporting of BBF among hospital employees. Conclusion: The under-reporting rate after being exposed to blood and body fluids was relatively high. To address this problem, educational programs are needed to decrease the under-reporting rate for healthcare workers. Further, it might be helpful if other factors related to under-reporting be investigated in future studies.

A Study of Korean Costume Culture's Attribution Reflected upon the Term "Be Like~" ("~답다"에 내재된 한국 복식 문화의 속성 -의복에 표현된 성 역할을 중심으로 -)

  • 한명숙
    • The Research Journal of the Costume Culture
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    • v.11 no.1
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    • pp.88-102
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    • 2003
  • In our culture, the term, "be like", is frequently used. There are expressions such as "feminine-looking dress" and "manly style" relating to this term when we describe the styles of clothing. This study addresses the question on which type of garment would be selected under the description of the term, "be-like", in relation to gender. This term reveals the preconception of gender as being feminine or masculine according to the styles and colors of clothes. A group of 362 college students from Seoul and Gyeonggi area was surveyed fur the study The statistical analysis of SPSS 10.0 was applied f3r analyzing the data, and the significant variances were reviewed by the basic statistics, multi-variate and T-test. The results are as follows: First, the details of clothes imply the preconceived idea of gender. As a result, women's blouses and skirts were selected as the most feminine upper and bottom garments. The Y-shirt and T-shirt were selected as the most masculine upper garments. However, in contrast to the . skirts being the most feminine bottom wear, the pants were not significantly recognized as the most masculine ,clothes. Second, the variances of the survey show that the female students are more conscious of the sexual identity expressed in clothes than the male students. Third, the styles of clothes reflect the general understanding of what is considered to be "feminine or not feminine" and "masculine or not masculine" In conclusion, this study has discovered that the certain characteristics of gender are predominantly implicated in the styles length, and color of clothes. Both men and women responded differently in defining their idea of "femininity" and "masculinity". Nevertheless, there still exists strong preconception of what is considered to be feminine or masculine, and it affects the choices people make in selecting clothes.

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Rancidity Estimation of Perilla Seed Oil using NIR Spectroscopy and Multi-variate Analysis Techniques (근적외선 분광기법과 인공신경망을 이용한 식용유지의 산패 분석)

  • Lee, Ah-Yeong;Hong, Suk-Ju;Rho, Shin-Jung;Park, Heesoo;Kim, Yong-Ro;Kim, Ghiseok
    • Proceedings of the Korean Society for Agricultural Machinery Conference
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    • 2017.04a
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    • pp.98-98
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    • 2017
  • 대부분의 가정과 요식업체, 식품가공업계에서 이용하고 있는 식용유지는 저장 및 가공과정 중에 산패가 빈번하게 일어나게 된다. 기존에는 유지 산패를 측정하기 위해 산가, 과산화물가 등을 측정하는 이화학적인 적정방법을 이용하였는데 실험자의 숙련도에 따라 결과의 오차가 발생할 수 있고, 반복실험으로 인한 시간과 비용이 많이 소모되는 등 여러 제약사항을 포함하고 있어 식용유지의 산패를 실시간 비파괴적으로 분석할 수 있는 기술의 개발에 많은 관심이 모아지고 있다. 따라서, 본 연구에서는 식용유지의 저장조건에 따른 산패정도를 비파괴적으로 평가하기 위한 근적외선 분광분석과 인공신경망 분석기술을 개발하여 그 실효성을 평가하였다. 식물성 식용유지인 들기름을 특정 온도에서 일정한 시간동안 저장하면서 이화학적 적정방법을 통해 산가와 과산화물가를 측정하였으며 동일한 시료의 근적외선 투과스펙트럼을 획득하였다. 수집된 정보를 이용하여 유지 산패 예측 모델을 개발하기 위해 다변량 분석기법 (주성분 회귀분석, 최소자승 회귀분석과 인공신경망 분석)을 적용하였다. 분석 결과, 인공신경망 분석모델이 산가 ($R^2_{tra}:0.9037$, $R^2_{val}:0.8175$, $R^2_{test}:0.8555$)와 과산화물가 ($R^2_{tra}:0.9210$, $R^2_{val}:0.9341$, $R^2_{test}:0.8286$)의 예측 성능이 가장 우수한 것으로 확인되었다. 본 연구의 결과들은 농산물과 식품의 성분 측정뿐만 아니라 다른 산업분야에서도 유용하게 활용될 수 있을 것으로 기대되어진다.

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Study on Effects of Alternative Investment Goods in the Era of IT in Relation to Bid Rate of Neighboring Shopping Area (IT 시대의 대체투자재가 근린상가 낙찰가율에 미치는 영향에 관한 연구)

  • Jung, Chan-Kook;Kim, Dong-Hyun
    • The Journal of the Korea institute of electronic communication sciences
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    • v.9 no.3
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    • pp.377-386
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    • 2014
  • This study analyzed how alternative investment goods would affect a market in a neighboring shopping area in order to provide parties involved in the investment market of this neighboring shopping area with standards which would help them when they try to make a reasonable determination. The study estimated forms and explanation power of the effects of a bid rate of a neighboring shopping area, and came up with those results as follows. Increases in the representative macro economic indicators, the composite stock price index and the fluctuation rate of land price, including the real estate business would have a positive influence on the market of the neighboring shopping area as playing a circumstantial evidence of market recovery and yet, the increase in interest rate, the alternative investment goods, would reduce the relative price-earnings ratio which would, eventually, negatively affect the charm of the investment in the market of the neighboring shopping area. The study, now, understands that housing with a feature of consumers' goods and neighboring shopping area with a feature of investment goods would not have great concern with each other as they are observed to be two different markets from an aspect of interactionism.

The Relationship between Goal Orientation and Service-Oriented Organizational Citizenship Behaviors - A Case of Five Star Deluxe Hotel Employees - (목표 지향성과 서비스 지향적인 조직시민행동 간의 관계 - 특 1급 호텔 근무자를 중심으로 -)

  • Kim, Ji-Eun
    • Culinary science and hospitality research
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    • v.20 no.1
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    • pp.1-17
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    • 2014
  • Under the needs to study the predictors of the frontline employees' service-oriented organizational citizenship behaviors(OCBs) in the hotel industry, this study aimed to the influence of goal orientations on the OCBs. The two factors of performance goal and learning goal orientations were hypothesized to influence each dimension of OCBs(loyalty, service delivery, and participation). The data from 266 five star deluxe hotel employees were analyzed with descriptive statistics, multi-variate analysis of variance, and structural equation modeling conducted using SPSS 19.0 and AMOS 20.0. The results showed learning goal orientation positively influenced all dimensions of the OCBs while performance goal orientation positively influenced all dimensions except loyalty. These results suggest that hotel practitioners need to seek the applicants who are willingly oriented to specific goals at recruiting process. Furthermore, hotel organizations need to utilize the employees' goal approach to motivate their performances.