• 한국가정과교육학회지
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• 제12권1호
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• pp.21-32
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• 2000

The purpose of this study was to investigate the effects socio-demographic and socio-psychological variables on the proppensity for conspicuous consumption of adolescents. The data used in this study were collected through questionnaires on 488 adolescents living in Kyongju City. The data were analyzed by using SPSS-win program. The specific objectives of this study were to invetigate the difference of adolescent consumers’ propensity for conspicuous consumption and to predict the independent effects on the propensity for conspicuous consumption by socio-demographic & socio-psychological variables The results of this study were as follows: 1) The adolescent consumers’propensity for conspicuous consumption was different significantly according to the socio-demographic variables such as school. the subjective level of household consumption. the allowance interval. the amount of allowance. 2) According to the results of the multipul regression-analysis were in the order of: materialism the frequency of communication with their friends. the perceived level of living. and the amount of allowance. These independent variables explain 29.8% of the total variance.

• 한국안전학회지
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• 제27권3호
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• pp.161-166
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• 2012

This study deals with the accident of roundabout. The objective is to analyze the traffic accidents occurred in 3-legged and 4-legged roundabouts through the developed models. In developing the multiple linear regression models, this study uses the number of traffic accidents as a dependent variable and such the variables as geometric structures, traffic characters and others as the independent variables. The correlation and multicollinearity of variables were analyzed using SPSS17.0. The main results are as follows. First, R-square value of developed models were analyzed to be 0.851(3-leg) and 0.689(4-leg), respectively. Second, the independent variables in the 3-legged roundabout accident model were analyzed to be the traffic volume and number of crosswalk, and the variables in the 4-legged roundabouts were evaluated to be the traffic volume and signal. Finally, the paired t-test shows that the predicted values and observed values are not statistically different.

• 한국과학교육학회지
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• 제19권4호
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• pp.674-683
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• 1999

본 연구의 목적은 문제를 스스로 진술하고 방법 및 해를 스스로 찾는 자유 탐구와 문제와 방법이 모두 주어진 안내된 탐구의 경우, 학생들의 변인 판별 및 통제에 대한 생각을 과학자와 비교하기 위한 것이다. 연구 대상은 서울 소재 중학교 1학년이다. 자유 탐구의 경우 3개 반에서 과학 성적이 상위 1/3 이내에 드는 학생들을 연구 대상으로, 연구자가 개발한 설문지를 이용하여 변인 판별과 실험 설계를 통한 변인 통제를 조사하였다. 안내된 탐구에서는 반 전체를 그 대상으로 하였다. 안내된 탐구의 경우 3반 모든 학생을 대상으로 하여, 대상 학생들에게 교과서 실험 제목과 과정을 제시하고 변인을 판별하도록 하였다. 안내된 탐구의 경우, 제시된 실험에서 제시된 문제의 변인이 두 개 임에도 불구하고, 문제와 관련된 변인을 하나 이상 판별한 학생들이 매우 적었다. 자유 탐구의 경우, 판별한 변인의 수는 2-3개로 증가하였으나 실험 설계를 통하여 학생들의 변인 통제를 조사한 결과, 독립 변인과 종속변인을 혼동하거나, 오개념으로 적절하게 판별하지 못하며, 공변화시키는 모습을 보였다. 이러한 결과로부터 학생들의 변인 판별 및 통제에 대한 2가지 수준을 판별하고, 이를 과학자들의 생각과 비교하였다.

• 대한방사선기술학회지:방사선기술과학
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• 제43권6호
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• pp.495-502
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• 2020

In this study, the prevalence of osteoporosis was predicted based on 10 independent variables such as age, weight, and alcohol consumption and 4 tree-based machine-learning models, and the performance of each model was compared. Also the model with the highest performance was used to check the performance by clearing the independent variable, and Area Under Curve(ACU) was utilized to evaluate the performance of the model. The ACU for each model was Decision tree 0.663, Random forest 0.704, GBM 0.702, and XGBoost 0.710 and the importance of the variable was shown in the order of age, weight, and family history. As a result of using XGBoost, the highest performance model and clearing independent variables, the ACU shows the best performance of 0.750 with 7 independent variables. This data suggests that this method be applied to predict osteoporosis, but also other various diseases. In addition, it is expected to be used as basic data for big data research in the health care field.

• 소성∙가공
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• 제32권6호
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• pp.352-359
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• 2023

Recently, independent suspension systems have been applied not only to passenger cars but also to large commercial vehicles. Therefore, the need for research to domestically produce such independent suspensions for large commercial vehicles is gradually increasing. In this paper, we conducted research on the manufacturing technology of the relay lever, which are integral components of independent suspension systems for large commercial vehicles. Our goal was to reduce the flash volume generated during the forging process. The shape variables of the initial billet were adjusted to find proper forming conditions that could minimize flash volume while performing product forming smoothly. Shape variables were set as input variables and the flash volume was set as an output variable, and simulations were carried out to analytically predict the volume of the flash area for each variable condition. Based on the data obtained through numerical simulations, a regression model and an artificial neural network model were used to develop a prediction model that can easily predict the flash volume for variable conditions. For the corresponding prediction model, a goodness of-fit test was performed to confirm a high level of fit. By comparing and analyzing the two prediction models, the high level of fit of the ANN model was confirmed.

• 수산해양교육연구
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• 제27권6호
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• pp.1822-1831
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• 2015

마른새우가 첨가된 쌀 collet을 이용하여 편이 스낵을 제조하기 위하여 식용유코팅 독립변수 및 혼합조미분말코팅 독립변수 각각 4개(사용량, tumbler 온도, tumbler 속도, 코팅시간)의 조건변화에 의한 각각 2개의 종속변수(코팅수율, 파손율)의 특성을 조사한 결과를 요약하면 다음과 같다. 식용유코팅 시, 식용유 사용량을 10-30%로 조건을 변화하여 collet을 식용유코팅 할 경우, 코팅수율은 증가하다가 사용량 20% 이상일 때는 거의 비슷한 값이었으며, 파손율은 사용량이 증가할수록 감소하였다. Tumbler 온도를 $40-80^{\circ}C$로 조건을 변화하여 collet을 식용유코팅 할 경우, 코팅수율은 온도가 높아질수록 증가하다가 $60^{\circ}C$부터는 거의 일정한 값을 보였으며, 파손율은 온도가 높아질수록 지속적으로 증가하였다. Tumbler 속도를 60-100 rpm으로 조건을 변화하여 collet을 식용유코팅 할 경우, 코팅수율은 속도가 빨라질수록 증가하다가 80 rpm을 기점으로 거의 일정한 값을 나타내었으며, 파손율은 80 rpm 까지는 미미하게 증가하다가 90 rpm 부터는 급격히 증가하였다. 코팅시간을 2-6분으로 조건을 변화하여 collet을 식용유코팅 할 경우, 코팅수율은 시간이 경과할수록 증가하다가 5분 이상이 되면 다시 감소하였으며, 파손율은 4분까지는 미미하게 증가하다가 5분 이상이 되면 급격히 증가하였다. 혼합조미분말코팅 시, 혼합조미분말 사용량을 2-6%로 조건을 변화하여 식용유코팅 collet을 혼합조미분말코팅 할 경우, 코팅수율은 증가하다가 사용량 5%이상에서는 오히려 감소하였으며, 파손율은 사용량이 증가할 때 미미하게 증가하다가 사용량 4% 이상에서는 거의 일정한 값을 보였다. Tumbler 온도를 $40-80^{\circ}C$로 조건을 변화하여 식용유코팅 된 collet을 혼합조미분말코팅 할 경우, 코팅수율은 $60^{\circ}C$까지는 증가하였으나 $60^{\circ}C$이상에서는 오히려 감소하였으며, 파손율은 온도가 높아질수록 지속적으로 증가하였다. Tumbler 속도를 50-90 rpm으로 조건을 변화하여 식용유코팅 된 collet을 혼합조미분말코팅 할 경우, 코팅수율은 속도가 증가할수록 높아지다가 70 rpm을 기점으로 감소하였으며, 파손율은 속도의 증가에 따라 미미하게 높아지다가 70 rpm 부터는 급격하게 증가하였다. 코팅시간을 2-6분으로 조건을 변화하여 식용유코팅 된 collet을 혼합조미분말코팅 할 경우, 코팅수율은 3분까지는 증가하다가 4분 이후에는 감소하였으며, 파손율은 코팅시간의 경과에 따라 지속적이고 급격히 증가하였다. 따라서 식용유코팅은 tumbler 온도 $60^{\circ}C$ tumbler 속도 80 rpm 코팅시간 4분 식용유 사용량 20%, 혼합조미분말코팅은 tumbler 온도 $50^{\circ}C$ tumbler 속도 70 rpm 코팅시간 3분 혼합조미분말 사용량 3%로 각각 설정하여 스낵을 제조하는 것이 가장 바람직하다고 판단되었다.

• 유통과학연구
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• 제12권3호
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• pp.33-41
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• 2014

Purpose - The purpose of this study was to predict the selection of independent auditors in the companies listed on the Tehran Stock Exchange (TSE) using a combination of PSO algorithm and CART. This study involves applied research. Design, approach and methodology - The population consisted of all the companies listed on TSE during the period 2005-2010, and the sample included 576 data specimens from 95 companies during six consecutive years. The independent variables in the study were the financial ratios of the sample companies, which were analyzed using two data mining techniques, namely, PSO algorithm and CART. Results - The results of this study showed that among the analyzed variables, total assets, current assets, audit fee, working capital, current ratio, debt ratio, solvency ratio, turnover, and capital were predictors of independent auditor selection. Conclusion - The current study is practically the first to focus on this topic in the specific context of Iran. In this regard, the study may be valuable for application in developing countries.

• 가정과삶의질연구
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• 제4권2호
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• pp.103-117
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• 1986

The purpose of this study is to provide the basic information for the improvement of housewives consciousness and satisfaction of household work by analyzing the data regarding the housewives consciousness and satisfaction toward household work. The research problems was described as follows; 1) How independent variables influence the housewives consciousness of household work. 2) How independent variables influence the satisfaction of household work. 3) How relate the housewives consciousness and the satisfaction of household work. The research was conducted on 354 housewives in Seoul during the end of January and the beginning of March, 1986. As for the measurement of the instrument, questionnaire with 46 items was made by investigator. The data were analyzed by frequency, percentage, mean and t-test, F-test, Scheffe-test, Pearson-r. The results were summarized as follows; 1) Among the independent variables, the ages of housewives, durations of marriage, psychologica satisfaction were variables to have influence on the housewives consciousness towark household work. 2) Among the independent variable,s the socio-economic status, durations of marriage, psychological satisfaction were variables to have influence on the satisfaction of household work. 3) There were strong positive correlationship between the housewives consciousness and the satisfaction of household work. As a result, it is necessary to minimize the repetition and the overload of house-hold chores through the rationalization of household work and also to divide householdwork properly to family members. We let the housewives feel that her ability can be obtained from the household work. Especially the housewives must have a clear and a high level of consciousness of the household work an expect to receive high value of her household work from the family members. In order to do so, it seems to be important that housewives makes on great effort to have a positive value system and attitudes toward the consciousness and satisfaction of household work. We also must develop those factors through school and home education.

• International Journal of Contents
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• 제13권3호
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• pp.65-74
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• 2017

Women's menopause is a natural process that every woman must eventually experience, but changes in hormones before and after menopause can serve to produce life-threatening crises in some situations, with individual differences. Data for the study was elicited from 22,610 Korean women ranging in age from 45 to 55 years in the 2013 Korean Community Health Survey. Statistical analyses was performed using descriptive, t-test, ANOVA, and hierarchical regression analysis using SPSS IBM 20.0 version. Individual characteristics, lifestyle, history of chronic disease(s), psychological and environmental factors were included as independent and EQ5D weights of Koreans were used as dependent variables. The survey subjects consisted of a total 15,505(58.3%) in their 50s, 1,765 (66.5%) in middle and high school dropouts or graduates, 22,174 (83.3%) living in spouses and 10,534(39.6%) in wages. There was a significant difference in HRQOL among all independent variables except drinking and residential areas. Hierarchical regression analysis showed that age, smoking, obesity and other incidental disease factors (fall, angina, asthma, arthritis, osteoporosis, stroke) had a negative effect on HRQOL. The selected independent variables accounted for 22.7% of HRQOL. It is necessary to find a way to improve HRQOL of Korean perimenopausal women, focusing on the significant variables revealed by the study results.

• 대한간호학회지
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• 제14권2호
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• pp.84-92
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• 1984

This article examined relationships between selected variables, such as demographic background, care, treatment variables, environmental characteristics, and patient's daily behavior and mood change. Relationship were determined between independent variabltherapeutic-rapeutie approach, demographic data, environmental management approach-,and dependent variable-patient's daily behavioral and mood change. 35 patients selected within some criteria in a psychiatric ward, were obserbed during 5 weeks by use of Wyatt's Behavior & Mood Rating Scale ac-cording to the object of the study. At the same time, the frequence of the care and treatment were collected. Criteria for sample selection and independent variables as an influential factor to the patient behavioral change, based on a literature revienw and clinical experiences. Pearson's correlation and multiple regression analysis were used to determine the influfntial factors to the patient behavioral change. Systematic reading (r=.8324), Psychiatrist's individual interview (r=.5764), tranquilizer (r=.3441) and hospitalization processing date (r=.4143) were related with patient's behavioral change. That is these 4 variables can be said to influence to the patient's behavior and mood. A stepwise multiple regression analysis of the effect of the independent varibles of systematic reading, psychintrists individual interview, tranquilizer and hospitalization processing date on the dependent variable, patient's behavioral change was carried out. Systematic reading with on R²of. 69 revealed to be the main influential factor to the patient's behavior and mood change, as the next factor psychiatrist individual interview. A total inclusion of these factors revealed a 73% prediction for the patient's behavior and mood change. But the most influential factor was the interaction of the systematic reading and psychiatrist's individual interview.