• Title/Summary/Keyword: Multiful Regression Analysis

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A Study on the Emotional Evaluation of fabric Color Patterns

  • Koo, Hyun-Jin;Kang, Bok-Choon;Um, Jin-Sup;Lee, Joon-Whan
    • Science of Emotion and Sensibility
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    • v.5 no.3
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    • pp.11-20
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    • 2002
  • There are Two new models developed for objective evaluation of fabric color patterns by applying a multiple regression analysis and an adaptive foray-rule-based system. The physical features of fabric color patterns are extracted through digital image processing and the emotional features are collected based on the psychological experiments of Soen[3, 4]. The principle physical features are hue, saturation, intensity and the texture of color patterns. The emotional features arc represented thirteen pairs of adverse adjectives. The multiple regression analyses and the adaptive fuzzy system are used as a tool to analyze the relations between physical and emotional features. As a result, both of the proposed models show competent performance for the approximation and the similar linguistic interpretation to the Soen's psychological experiments.

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A Study of Institutional Theory and Korean FDI (진출국 제도와 해외직접투자 선택에 관한 연구)

  • Lee, Eungo-Sok
    • Asia-Pacific Journal of Business
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    • v.9 no.1
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    • pp.107-121
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    • 2018
  • The purpose of this paper is to explore the determining factors of foreign direct investment(FDI) of Korea by using institutioanl theory. In addition, this study divides institutional facts into the formal and the informal institutions. The empirical test implements multiful regression analysis focuing on korean electronics and automotive industry. The dependent variables are FDI outflow and the independent ones are corruption, econimic freedom, political risk, human development, and culturan distance. According to the empirical results, corruptin and human development have positive effects on Korean FDI outflow. On the other hand, political risks and economic freedom have negative effects on Korean FDI outflow. This results indicate the importance of forman and informal institutional facotrs as determinants of Korean FDI outflow.

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A study on characteristics affecting avatar benefits os avatar users (아바타 사용자의 행동분석에 따른 연구적 고찰)

  • Jeon Kyu-Lim
    • The Journal of Information Technology
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    • v.6 no.3
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    • pp.45-51
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    • 2003
  • The purposes of this study were to identify Avatar benefits and characteristics of Avatar users. Avatars are imaginary characters that people use to represent themselves in the Cyber. The number of Netizens who want to consume avatars is increasing. It is necessary to understand about the consumption behavior of the Netizens who use Avatars. These data comes from Pollever Research Company in Korea on Oct. 2003. The factor Analysis of the data resulted in five factors that contribute to Avatar Benefits: uniqueness, response, assurance, self-expression, proxy satisfaction and affirmative. And we have found out meaningful themes, showing psychological experiences, purchasing strategies and repurchasing behavior of Avatars in the process of the consumption. The results showed a significant affect on each factor of the benefits and multiful regression analysis. Affirmative response was affected by self-esteem, fashion leadership and conspicuous value. So many Netizens were using unlimited purchasing coupons, exchanging Avatars and buying-selling-buying. Strategies for obtaining involved purchasing Avatars in order to get game points. The reason why Hangame site was No.1 of Avatar site in Korea. We have found out that Netizens needed to repurchase Avatars. Because they wanted to maintain positive psychological experiences in Avatar consumption.

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Variables Predicting Advertisement Preference and Intention to Purchase Product in Sexuality-Oriented Jeans Advertising (성적 소구에 의한 진 의류 광고의 선호도 및 제품 구매의도에 대한 예측 변인 규명)

  • 홍희숙
    • Journal of the Korean Society of Clothing and Textiles
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    • v.21 no.3
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    • pp.607-620
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    • 1997
  • The purpose of this study was to identify the variables which could predict advertisement preference and intention to purchase product in sexuality-oriented fashion advertising. The data were collected using questionnaires which contained nine advertisements of Guess jeans, selected from Vogue magazine published from 1990 to 1996.441 college students (female= 225, male=216) living in Seoul, Korea participated in the study. The data were analyzed by factor analysis and stepwise elimination method of multiful regression analysis. The results of this study were as follows: First, seven factors of New Young Generation oriented characteristics were identified: fashion, individuality, preferences of caffa or reggae bar with affective mood, expression of emotion, individualism, preferences of a foreign-made product/western culture oriented tastes and activity of fan club/chatting through personal computers. Three factors of fashion advertising involvement were identified: social involvement, hedonic involvement and utilitarian involvement. Second, the variables which predicted preferences of advertisements in sexuality-oriented fashion advertising were perceived eroticism levels, hedonic involvenent, prior brand attitude and preference of a foreign-made product/western culture oriented tastes in the case of females, while perceived eroticism levels, hedonic involvenent prior brand attitude, preference of a foreign-made product/western culture oriented tastes and activity of fan club/ chatting through personal computers were identified as predictor variables for males. Third, the intention to purchase product was predicted by preference of a foreign-made product/western culture oriented tastes, prior brand attitude, hedonic involvenent and fashion for females, and by perceived eroticism levels, fashion opinion leadership, hedonic involvenent and prior brand attitude in the case of males.

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Influence on Successful Aging and Mediation Effect of Retirement Preparation by Social Paritication Attitude of Public Officials in Korean Baby Boom Generation (한국 베이비붐 세대 공무원의 사회참여 태도가 성공적 노후에 미치는 영향 및 노후준비의 매개효과)

  • Jeung, Bu-Young
    • Journal of Digital Convergence
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    • v.16 no.1
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    • pp.93-101
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    • 2018
  • This study aims to understand the retirement preparation of Korean baby boom generation. For this purpose, the mediation effect of the parameter of retirement preparation was confirmed to their social participation attitudes that influenced on successful aging. The research tried to present policy alternatives. The frequency analysis, description analysis, correlation analysis, hierarchical multiful-regression analysis for the collected data were conducted with SPSS 23 program. The findings are as follows; First, social participation attitudes affect successful aging. Second, social participation affects retirement preparation. Third, retirement preparation affects successful aging. Fourth, the relationship of social participation attitudes and successful aging are influenced mediation effect of retirement preparation. Finally, discussed the future research topics.

Meaning in Life Among the Elderly (노인의 생애의 의미에 대한 연구)

  • ;Patricia M. Burbank
    • Journal of Korean Academy of Nursing
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    • v.30 no.2
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    • pp.259-271
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    • 2000
  • This study was attempted to explore meaning in life and it's relationship to problematic life events, health status and depression among older people. 198samples of elderly were over the age 60 (mean age=70.06) conveniently selected in Seoul, Korea. The data were collected through questionaires by interview with subjects from April, 1, 1999 to May 30, 1999. The research instuments were the main framework in the experiment. They involved meaning fulfillment and problematic life events which were developed by Burbank (1988) and short form geriatric depression scale(Sheikh & Yesavage, 1986). The data were analysed by SAS Program. The results are followed; 1. 172 lists were given out and had objects that would bring meaning to one's life. They were categrized as wishing for offsprings' prosperity, their relation with their grand-children, marriage of their offspring, health of family members, strong family ties, caring for the family, relation with husband, health for self, religious activity, helping others, individual hobbies, needs for growth such as writing, education, relationships with friends and personal achievements. In the end, 50% of total list dealt with in the relationship with their family members. 2. The mean fulfillment of the subjects was 38.31(SD=13.58) with a range of 12-60. The degree fulfillment varied according to the subjects' characteristics such as age group(F=4.44, 0P=.0008), education status (F=6.44, P=.0001), economic status (F=10.27, P=.0001), marrital status (F=9.12, P=.0002) and religious background (F=3.68, P=.006). 3. According to the pearson correlation, analysis significant variables were found between meaning fulfillment and health(r=.47, P=.0001), depression and the number of problematic life events for a life time (r=.147, P=.04), the stress score of problamatic life events for the past one year and the stress score of problematic life events for a life time was r=.43, P=.002, meaning fulfillment and the stress score of problamatic life events r=-.26, P=.04, depression and meaning fulfillment r=-.70, P=.0001 and depression and health r=-.521, P=.0001. 4. According to multiful regression analysis, depression was found as a most predictable variable for health(F=12.51, P=.001).

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The Relationship among Self-Directed Learning Ability, Academic Self-Efficacy and Academic Achievement (초등학생의 자기주도 학습능력, 학업적 효능감 및 학업성취 간의 관계)

  • Lew, Kyoung-Hoon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.10
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    • pp.462-470
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    • 2017
  • The purpose of this study is to identify the relationship among the self-directed learning ability, academic self-efficacy and academic achievement of elementary school students. The subjects of this study were 197 sixth graders. The results of this study were as follows. First, the correlations among self-directed learning ability, academic self-efficacy and academic achievement were significant. Second, among the variables of self-directed learning ability and academic self-efficacy, self-confidence, preference for task difficulty, self-understanding of learner and independent mind of learning were positively related to academic achievement. These results imply the need for measures to increase these variables of academic efficacy and self-directed learning ability in the field of education in order to improve students' academic achievement.

Association of Alcoholic & Nonalcoholic Fatty Liver Disease with Metabolic Syndrome in Health Screen Examinees of Men (남성 건강검진 수진자들에서 알코올성 및 비알코올성 지방간과 대사증후군과의 관련성)

  • Jeong, Eui-Kyeong;Kang, Yeong-Han;Park, Jae-Yong
    • The Journal of the Korea Contents Association
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    • v.9 no.6
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    • pp.237-246
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    • 2009
  • This study was carried out to investigate of the associations of Alcoholic & Nonalcoholic fatty liver disease(AFLD & NAFLD) with metabolic syndrome(MS) defined by IDF criteria. We conducted a cross-sectional study of 799 adult males with alcohol consumption underwent laboratory investigation(control 297, alcoholic 206, nonalcoholic 296). The ultrasound scan of the liver was performed to determine the presence and the severity of FLD. We analyzed the association between the severity of AFLD & NAFLD and MS by logistic regression analysis. The distribution of metabolic syndrome was 7.4%, 48.8%, 34.9% in control, AFLD & NAFLD. The association of blood pressure, glucose, triglycerides, obesity were risk factor in AFLD & NAFLD. According to the severity of FLD, AFLD was significantly increased with MS, Obesity, low HDL-cholesterol. MS, High triglycerides was increased significantly in NAFLD(p<0.05). The prevalence of AFLD & NAFLD was increased with increasing the number of features of metabolic syndrome. This study shows that AFLD & NAFLD was closely associated with MS and its components. The patients of AFLD & NAFLD should managed and monitored to prevent metabolic abnormalities.

A Study on the Influences of the Elderly Contact Experience and Aging Knowledge on the Elderly Discrimination Recognition Using the Empathy Ability (대학생의 노인접촉경험과 노화지식이 공감능력을 매개변수로 노인차별인식에 미치는 영향관계에 관한 연구)

  • Yang, Jeoung-Nam;Choi, Eun-Jeung;Kim, Hwa-Sun
    • Journal of Digital Convergence
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    • v.18 no.1
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    • pp.59-71
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    • 2020
  • The purpose of this study was to examine the mediating effects of empathy in relation to contact experience of the elderly and their knowledge level of ageing. For this study data was collected from 20th Dec. to 30th of Dec. 2018 355 university students from D university in J. province were surveyed. Data was analysis by using reliability test, correlation analysis, hierarchical multiful regression analysis. The statistical significance of the mediating effects was confirmed by Sobel's verification. The results of the analysis showed that the partial mediation effect of empathy was verified with regard to the relationship between elderly contact experience and discrimination of elderly people. In addition, the partial mediation effect of empathy was verified between level of aging knowledge and the perception of elderly discrimination. The results of this study confirmed the necessity of developing practical education and training programs to improve the level of aging knowledge and to increase contact experience with elderly people. There is also a need to enhance empathy in order to improve the awareness of discrimination against elderly people in health and welfare departments among university students.

The Effects of Emotional Perception on Major Satisfaction among Students at the Department of Dental Hygiene (치위생과 학생의 정서적 인식이 전공만족도에 미치는 영향)

  • Yu, Ji-Su;Choi, Su-Young
    • Journal of dental hygiene science
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    • v.10 no.5
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    • pp.307-314
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    • 2010
  • This study aimed to measure such features of emotional responses perceived by students as learning climate, department living stress, and perceived helplessness to analyze their effects on major satisfaction among students at the department of dental hygiene; to do this, a survey was conducted with 431 students, regardless of college year, who were at the department of dental hygiene in four colleges in Gyeonggi Province, Daejeon, and Chungcheong Province. An existing emotion scale which went through the generalization process was used to draw a multiple model in the combination form in order to collect emotional factors affecting college students' satisfaction with their major, which had existed as a hypothetical proposition, and make overall interpretation of relevance through the explainable, predictable modeling process by measuring emotional factors and phenomenal description of the level of general perception. The results showed that major satisfaction was very significantly affected by emotional features among students at the department of dental hygiene, which needs to be treated as an important factor to enhance expertise related to major learning and improve students' living.