• Title/Summary/Keyword: 독립모형

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Optimization of Maillard Reactions of Tagatose and Glycine Model Solution by Appyling Response Surface Methodology (반응표면분석법을 응용한 tagatose와 glycine 모델 용액의 Maillard 갈변반응의 최적화)

  • Ryu, So-Young;Roh, Hoe-Jin;Noh, Bong-Soo;Kim, Sang-Yong;Oh, Deok-Kun;Lee, Won-Jong;Yoon, Jung-Ro;Kim, Suk-Shin
    • Korean Journal of Food Science and Technology
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    • v.35 no.5
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    • pp.914-917
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    • 2003
  • This study was undertaken to find the optimum condition for the Maillard browning reaction of tagatose and glycine model solution by applying the response surface methodology. Independent variables were pH (3, 5, 7), temperature (70, 85, $100^{\circ}C$), and time (60, 180, 300 min), while the dependent variables were absorbance, yellowness, color difference, and organoleptic score. The quadratic models with the cross-product proved to be suitable, due to the high coefficients of determination and the lack of fit results. Since all the dependent variables had saddle points, the optimal points were determined through ridge analysis. For absorbance, yellowness, and color difference, the optimal points were the lowest values; in contrast, the optimal point of organoleptic score was the highest value.

A Study on the Process of Being Delinquent (청소년 비행화과정에 관한 연구 - 중학생을 중심으로 -)

  • Lee, Ik-Seob;Kim, Geun-Sik
    • Korean Journal of Social Welfare
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    • v.35
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    • pp.319-344
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    • 1998
  • The endeavor to reveal reasons and backgrounds of juvenile's being delinquent has been continuing. Most of them, however, are not multi-dimensional and integrative, but one-dimensional which has had just focused on the factor of family or individual. One of the main purposes of this. study is to get implications on practical programs through the ecological-systematic analysis on factors and processes of juvenile delinquency. In this study, region has separated into two, one is of poor and the other is non, and then informations on factors and process of being delinquent were gathered by comparing between them. Eleven hundreds and sixteen cases were sampled from six junior-high schools which have met the purpose of this study. The survey had been committed with structured questionnaire which had been consisted in several variables; personal; familial; school and peer related; delinquent characteristics. Reliability and validity of each variables had been tested through pilot test. Effects of independent variables on dependent variables were analyzed according to the region through path analysis. In the analysis, remarkable differences on the processes of being delinquent had been found and three path models of being delinquent had been made on the basis of those differences. Each of them has shown different effecting patterns of personal, familial, and school and peer related variables on one's degree of delinquency. In Pattern 1, peer related variables have committed more powerful effects on the degree of delinquency than the others have. School related variables, in Pattern 2, commit most striking effects on the dependent variables. The degree of delinquency in Pattern 3 is most strongly effected by familial variables. The limitations that personal behavior oriented approach might be confronted in the field of juvenile delinquency have been proved by these results of this study. These results have given many implications to us on the needs of distinctive and integrative approaches to the problems of juvenile delinquency.

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A meta analysis of the climate change impact on rice yield in South Korea (기후변화가 국내 쌀 생산량에 미치는 영향에 대한 메타분석)

  • Shin, Deok Ha;Lee, Mun Su;Park, Ju-Hyun;Lee, Yung-Seop
    • Journal of the Korean Data and Information Science Society
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    • v.26 no.2
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    • pp.355-365
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    • 2015
  • As the global climate has dramatically changed over the past decades, there has been active research on evaluating its effects on food security, which has been recognized as one of the most important issues in the field. In this study, we analyzed the impact of the climate change on the Korean agriculture using meta-analysis methods. Especially, our research focus is on estimating the effect of CO2 concentration and two adaptations (planting-date and cultivar adjustments)on rice that accounts for a larger proportion of the Korean domestic agriculture. Unlike traditional general meta-analysis methods that use summary statistics of effects of interest, meta analysis specific to the agriculture literature was conducted by integrating the data on rice yield that were generated under various CO2 emission scenarios and general circulating models of the 6 collected individual studies. As a modeling approach, the rice yield change ratio was set as the dependent variable and the main and interaction effects of CO2 concentration and adaptation were considered as independent variables in a regression model, As a result, CO2 is estimated to have opposite effects on rice yield depending on whether any of the two adaptations is applied or not; decreasing effect without adaptation and increasing effect with adaptation. In addition, it turns out that the cultivar adjustment has a higher increasing effect on rice yield than the planting-date adjustment. The results of the study are expected to be used as basic quantitative data for establishing responsive polices to the future climate changes.

Validity and Reliability of Professional Identity of Dental Hygienists (치과위생사 전문직 정체성 측정도구의 타당도와 신뢰도)

  • Kim, Hyeong-Mi;Cho, Young-Sik
    • Journal of dental hygiene science
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    • v.17 no.6
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    • pp.533-542
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    • 2017
  • This study aimed to develop a measure of professional identity for Korean dental hygienists and to analyze the factors and characteristics of professional identity of these dental hygienists. In this study, 890 dental hygienists completed a self-administered survey. The final analysis was conducted with a total of 880 responses, excluding 10 questionnaires with unreliable responses and partial responses. A systematic literature review was conducted to establish the definition of professional identity, while content validity, exploratory factor, confirmatory factor, and reliability analysis were conducted to establish the constructive factors. Descriptive statistics, independent sample t-test, and one-way ANOVA were used to identify the level of each factor. Authors conceptualized the professional identity for Korean dental hygienists and item generation, item reduction, and questionnaire formatting. The developed measure of professional identity for dental hygienists consisted of five factors, with 15 items. "Sense of calling," "need for academic capacity building," "performance of delegated authority," "compliance of code of ethics," and "usage of professional organizations" were the constituent factors. Based on these factors, the level of professional identity was the highest in the "performance of delegated authority" and lowest in the "usage of professional organizations." These finding indicated that dental hygienists with higher education levels have higher professional identity levels. The dental hygienists working at the general/university hospital had the highest level of professional identity. Thus, further research is needed to establish a model that consists of factors affecting and influencing the professional identity of dental hygienists.

An Explanatory Data Analysis about the Relationship between Mortality Level and Four Indicators Relating to the Causes Mortality Decline (사망수준과 사망 원인관련 지표들 간의 관계에 대한 자료탐색 분석)

  • Lee Sung Yong
    • Korea journal of population studies
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    • v.26 no.2
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    • pp.33-62
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    • 2003
  • The purpose of this study is to analyze the relative importance of three factor -socioeconomic development, public health development, egalitarian nature of socioeconomic development- affecting mortality declines. Infant mortality rate and life expectancy at birth are used as the mortality index, that is the dependent variables, while GNP is used as the indicator of socioeconomic development, primary school enrollment ratio of female as the indicator of egalitarian nature of socioeconomic development, population per hospital bed as the indicator of public health. The data of these variables are collected two time-periods -before 1970 and during 1970-1980- over 50 countries. The explanatory data analysis is used as the statistical technique. We can find whether the relationship between dependent variable and independent variables are linear or nonlinear, and which case is the influential case in our model. The main results of this study are followings. First, the association between infant mortality rates and four indices are not linear. The most important factor explaining the variation of infant mortality is GNP, while primary enrollment of female is the second and GINI is the third important factor. However, population per hospital bed does not have a significant effect on the infant mortality rates in this study. Second, life expectancy at birth is log-linearly related to GNP. Unlike infant mortality rates, the most important factor explaining the variation of life expectance at birth is women's education and the next important factor GNP, and then the third one GINI. But, still population per hospital bed is not significantly related to the variation of life expectance in this study.

Optimization of Cooking Conditions of Brown Sauce by Sensory Evaluation and Response Surface Method (관능검사와 반응표면분석에 의한 브라운소스 제법의 최적화)

  • Kim, Sung-Kook;Lee, Seung-Ju
    • Applied Biological Chemistry
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    • v.42 no.1
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    • pp.58-62
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    • 1999
  • Method to access qualities of brown sauce and optimize its cooking conditions was studied by sensory evaluation and response surface methodology. Cooks of an hotel, sauce experts, were selected as sensory panelists, and the brown sauce cooking conditions practically used in an hotel were adopted to prepare sauce samples for the sensory test. The cooking conditions were designed with two factors, i.e., one factor of roux contents with three levels and the other factor of cooking times with three levels, which were known as most important in sauce cooking. Sensory acceptance evaluation with intensity 7 grades was applied for several sauce attributes such as color, flavour, viscosity, taste and overall. Ability of each panel to perceive the differences between the brown sauces prepared under different cooking conditions was judged, and only data of the 9 panelists proved as reliable among the 12 panelists were reflected. The acceptances by different cooking conditions were found to be in the order of 11 > 9 > 13% roux contents and 8 > 9 > 7 hr cooking times. Response surface methodology was treated with second-order model on the sensory data and the optimum cooking conditions with the highest acceptances were $10.3{\sim}10.8%$ roux content and 8 hr cooking time.

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The Mediation Effect of Ego-resilience and the Moderated Mediation Effect of Social Support in the Relationship between Art Therapists' Job Stress and Burnout (미술치료사의 직무스트레스와 소진의 관계에서 자아탄력성의 매개효과와 사회적 지지의 조절된 매개효과)

  • Kim, Hee-Jeong;Park, Min-Jung;Byun, Hye-Jin;Shin, Une-Ja;Chung, Yeo-Ju
    • The Journal of the Korea Contents Association
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    • v.18 no.6
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    • pp.73-87
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    • 2018
  • The purpose of this study is to investigate the structural relationship among job stress, ego-resilience, social support, and burnout of art therapists. This study verified the relationship and the effect by setting a research model with job stress as independent variable, ego-resilience as mediator variable, social support as control variable, and burnout as dependent variable based on the previous studies. In order to do this study, 300 questionnaires were distributed to art therapists and the 233 questionnaires were used finally for empirical analysis. The results of this study are as follows. First, only career showed significant correlation among personal environmental factors (education, career, treatment time, income per hour, number of supervision). Second, the relationship between job stress and burnout was partially mediated by ego-resilience. Third, social support showed a regulation effect on the relationship between ego-resilience and burnout. Thus, ego-resilience showed a mediation effect in the path that job stress affects burnout, and this mediation effect varies with the level of social support. So the moderated mediation effect was confirmed.

Visual Preferences and Willingness to Pay for Alternative Use of Barren Agricultural Land (유휴농경지(遊休農耕地)의 토지이용(土地利用) 대안(代案)에 대(代)한 시각선호(視覺選好)와 지불의사(支拂意思))

  • Kim, Seongil;Lee, Yeong-Joo;Song, Hyeong-Sop
    • Journal of Korean Society of Forest Science
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    • v.86 no.1
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    • pp.87-97
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    • 1997
  • In this research, photo images of uncultivated marginal lands were simulated to visualize alternative land use patterns using image capture technology. Based on an original photos, 3 simulated images were created ; barren condition, aforested condition and shrub-covered condition. The simulated images were then used to evaluate respondents' visual preference(SBE value) and willingness to pay for the agricultural development tax as a hypothetical payment vehicle. The SBE values for barren condition are the lowest, as expected. When original condition is changed to forested or shrubbed, the SBE values are increased significantly. The logistic models for the willingness to pay for the various alternative land uses performed significantly, ${\rho}$ statistics for 6 models ranges from 0.3 to 0.4 and correct percentage for predicted probability are about 75%. Among independent variables, the amount of tax offered is the most influencing factor to predict the probability. Income also shows some relationship with no statistical significance. Other variables behave inconsistently in the model. When SBE and WTP are correlated, rather consistent trends can be observed. With the increase of SBE, WTP predicted by the model increases accordingly. It can be concluded that enhancement of scenic quality of the agricultural lands leads to increase of people's willingness to pay to support the rural environmental conservation.

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The Effects of Corporate Ethics Policies on Ethical Decision Making - Focused on the moderating effect of individual variables (기업의 윤리정책이 윤리적 의사결정에 미치는 영향에 관한 연구 - 개인특성의 조절효과를 중심으로)

  • Kwon, Yong-Man
    • Journal of Digital Convergence
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    • v.8 no.1
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    • pp.55-69
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    • 2010
  • This thesis looks closely at the moderating effect of individual variables while we analyzed how corporate's ethics policies have influence on his ethical decision-making behaviors. The subjects of the research were full-time employees (n=211) in the Seoul metropolitan region. The research model was substantiated through statistical analysis of credibility and validity, correlation, variance, and moderated regression analysis (MRA). This study found that within an organization with a code of ethics, the level of enforcement of the code and the level of employee awareness of core values sought by the company determined the level of influence of the code on ethical decision making. In other words, internal factors exerted a greater influence than external evaluation of a corporation's ethical decision making practices and therefore, it is necessary for decision-making practices to be transparent and recognized by the members within an organization. The study also found that the employee's awareness about the long-term visions of the company at a higher level and the employees who have a locus of control to their members internally acted as independent variables as well as control variables on the ethical decision-making. In addition, there were great differences in the level of ethical decision-making among the variables used as controls, which means these differences were related to the individual variables. Accordingly, in order to get ethical decision-making practices at a higher level, a education & training program will be designed and implemented variously as considering on the particular characteristics of the control variables we used in this study.

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An Empirical Analysis of the Relationship between Advertisement Expenses and Business Performance (광고선전비와 경영성과 간의 실증적 분석)

  • Park, Kyung-Lak
    • Korean Business Review
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    • v.11
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    • pp.277-293
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    • 1998
  • The purpose of this study is to analyse the overall relationship between the advertisement expenses and the two major indicies of business performance, that is, the total amount of sales and the discipline have contrasted the expenses for commercial advertisement with the total amount of sales or with the business performance, respectively, utilizing data on a specific product observed through 3 to 5 years. This study attempts to enlarge the scope of observation and the content of analysis. In order to attain the purpose of this study, the rate of increase in the advertisement expenses is taken as the independent variable and the two major indicies of business performance, the total amount of sales and the resultant interest, as the dependent variables. Business companies or firms which have continually been listed on the board of Korea Stock Exchange for 14 years, from 1982 to 1995, were grouped into four major business categories; 1)Food and beverage industries, 2)Fiber, clothings, and leather industries, 3) Medicine, chemistry, oil, coal, and rubber industries, and 4) Assembled mechanics and metallurgy, machinery, and maintenance industries. Utilizing the KIS-DATA, compiled by Korea Credit Evaluation, Ltd., 30 to 40 samples of business companies or firms were randomly selected from each category. Finally 125 samples were selected and put into regression analyses and follow-up tests by appropriate statistical models, in order to verify if there were any noticeable correlations. The final result obtained through the afore-mentioned research method shows that the amount of advertisement expenses has strong correlations with the amount of sales and the resultant interest. Viewed by business category, in the case of fiber, clothings, and leather industries, the relationship turned out to be significant only with the rate of increase in the total amount of sales, while, in the case of food and beverage industries, the rate of increase in the total amount of sales showed a negatively significant correlations.

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