• 제목/요약/키워드: Multiple factor analysis

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대학생 소비자의 라이프스타일에 따른 녹색소비행동에 관한 연구 (Green Consumption Behavior According to the Lifestyles of College Students)

  • 김효정
    • 한국생활과학회지
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    • 제20권6호
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    • pp.1135-1151
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    • 2011
  • This study examined green consumption behavior according to the lifestyles of college students. The data were collected from 314 college students in Yeungnam region by a self-administered questionnaire. Frequencies, Cronbach's alpha, factor analysis, cluster analysis, chi-square tests, one-way analysis of variance, Duncan's multiple range tests, Pearson's correlation analysis, and multiple regression analyses were conducted by SPSS Windows V.18.0. According to the result of factor analysis, lifestyles were categorized into six factors: thrift-saving type, enthusiastic activity type, brand ostentation type, freedom-seeking type, material oriented type, and practice-seeking type. Cluster analysis showed respondents belonged to one of four groups: thrift practice group, indifference group, freedom-seeking group, and material ostentation group. The levels of green purchase behavior, green usage behavior and green disposal behavior of the respondents was not high. The thrift practice group showed higher levels of green purchase behavior, green usage behavior, and green disposal behavior. Finally, according to multiple regression analyses, environmental consciousness, knowledge about green consumption, lifestyle groups were the significant factors affecting green consumption behaviors. These results imply that green consumption education for college students should be activated to induce green life.

확장형 자기 구조의 다중 결합 인덕터를 적용한 역률개선회로에 관한 연구 (Study on the Power Factor Correction Circuit Applying Multiple Coupling Inductor with Expandable Integrated Magnetic Structure)

  • 유정상;길용만;안태영
    • 반도체디스플레이기술학회지
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    • 제17권1호
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    • pp.21-26
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    • 2018
  • In this paper, a multiple coupling inductor with expandable-integrated magnetic structure was proposed to enable miniaturization of external switched mode power supply (SMPS) for a large display. Inductance formula of the proposed inductor structure was derived through magnetic circuit analysis for a simple inductance designing process. The proposed inductor was applied into a 1kW class interleaved bridgeless power factor correction circuit which requires four inductors, and experimental steady state result of the circuit was compared. According to the experimental result, it was found that the proposed multiple coupling inductor shows the electrical characteristics that can replace the conventional separated inductors and is suitable for miniaturization of the SMPS since the circuit configuration is possible with one shared inductor.

서울시 아파트 전세가격 결정요인의 권역별 특성에 관한 연구 (A Study on Characteristics of Determining Factor of Rental Price of Apartment by Sub-regions in Seoul)

  • 이석주;이주형
    • KIEAE Journal
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    • 제11권4호
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    • pp.19-27
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    • 2011
  • This study aims to find the determining factors for apartment rental prices by using Stepwise Multiple Regression Analysis. In the process, differences among the groups and multicollinearity and correlation between the variables are examined using analysis of variance(ANOVA), correlation analysis and factor analysis. The comprehensive analysis of reliability of the variable and comprehensivization ensure objectivity. For this analysis, the characteristics of the determining factors for apartment rental prices by sub-regions in Seoul are as follows : First, the housing supply rate appears center of the central and the southwest region is influenced by the cultural and ecological environment, convenience, the size of the complex and reputation of the developer. Second, the northeast region is generally influenced by the regional economy, housing size, the density of the complex, well-known construction companies and relevant variables of individual housing and the density of the complex, physical and social environment, reputation of the developer, local economy and housing size. Lastly, the southeast region appears to be influenced by the local economy, the density of the complex, housing size and the educational environment.

신속한 상정사고해석 알고리즘에 관한 연구 (A Study of Fast Contingency Analysis Algorithm)

  • Moon, Young-Hyun
    • 대한전기학회논문지
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    • 제34권11호
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    • pp.421-429
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    • 1985
  • With the rapid increase of contingency cases due to complication of power system, the reduction of computation time in contingency analysis has become more significant than ever before. This paper deals with the development of a fast contingency analysis algorithm by using a matrix decomposition method. The proposed matrix decomposition method of contingency analysis yields an accurate solution by using the original triangular factor table. An outstanding feature of this method is of no need of factor table modification for network changes due to contingency outages. The proposed method is also applicable to multiple contingency analysis withremarkable reduction of computation time. The algorithm has been tested for a number of single and multiple contigencies in 17-bus and 50-bus systems. The numerical results show its applicability to practical power systems.

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기하학적 변수에 의한 다이옥신의 독성 예측 (Estimation of Biological Action of Dioxins by Some Geometric Descriptors)

  • Hwang, Inchul
    • Environmental Analysis Health and Toxicology
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    • 제14권3호
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    • pp.103-111
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    • 1999
  • To effectively predict the lipophilicity, the aryl hydrocarbon receptor (AhR) affinity, and TEF (Toxic equivalency factor) of dioxins by geometrical descriptors, the multiple linear regression methods with the forward selection and backward elimination were employed with statistical validity. The lipophilicity, the Ah receptor binding affinity, and the toxic equivalency factor of dioxins could be predicted using some geometrical descriptors.

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남자대학생의 점포이미지 선호가 의류제품 충동구매에 미치는 영향 연구 (The Impact of Store Image Preferences on Clothing Impulse Purchasing of Male College Students)

  • 황진숙;신영필
    • 복식
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    • 제51권3호
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    • pp.51-58
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    • 2001
  • The purpose of this study was to investigate the effects of store image preferences on clothing impulse purchasing of male college students. The sample included 290 male college students, and an instrument was developed based on the previous studies. The statistical analyses used for this study were factor analysis and multiple regression. The result of factor analysis showed that store image preferences consisted of five factors : promotion, display, service, product, brand preferences. Clothing impulse purchasing consisted of product-driven impulse purchasing, situation-driven impulse purchasing, emotion-driven impulse purchasing. Multiple regression revealed that there were significant effects of store image preferences on dimensions of clothing impulse purchasing. For example, promotion preference factor had a positive impact on product-driven impulse purchasing and situation-driven impulse purchasing, but had a negative impact on emotion-driven impulse purchasing. The relative importance of store image preference factors were different according to different dimensions of clothing impulse purchasing.

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병원에 근무하는 간병인의 업무적 특성과 직무스트레스가 근골격계 자각증상에 미치는 요인 (The Related Factor of Job Characteristics and Occupational Stress on Musculoskeletal Symptom for Caregiver Working in Hospital)

  • 최율정;심현보
    • 대한정형도수물리치료학회지
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    • 제18권1호
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    • pp.19-29
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    • 2012
  • Background: This study was conducted to investigate subjective musculoskeletal symptom and the related factor of caregiver. Methods: For 300 caregiver, we used the self-administered questionnaires to examine occupational stress and subjective musculoskeletal symptom designed by KOSHA. The collected data were analyzed chi-square test, independent t-test and multiple logistic regression analysis using SPSS 12.0. Results: The multiple logistic regression analysis showed that the caregiver working in the general hospital significantly increased the subjective musculoskeletal symptom in their neck, shoulder, hand/wrist/finger, back, leg/foot. For the caregiver working in hospital showed significantly increased the subjective musculoskeletal symptom in their hand/wrist/finger and leg/foot. Conclusions: With the above results, continuous and systematic prevention program should be established, which include the ergonomics and psychosocial factor for the caregiver's musculoskeletal symptom.

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생명보험회사에 대한 만족도, 신뢰도, 충성도에 영향을 미치는 요인 분석 (An analysis of the factors influencing satisfaction, reliance, and loyalty to the life insurance companies)

  • 강중철;정세창
    • Journal of the Korean Data and Information Science Society
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    • 제20권4호
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    • pp.713-717
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    • 2009
  • 본 연구의 목적은 생명보험 계약자의 보험회사에 대한 만족도, 신뢰도, 충성도에 영향을 미치는 요인을 분석하는데 있다. 보험회사에 대한 만족도, 신뢰도, 충성도에 영향을 미치는 요인을 크게 보험회사의 특성과 판매자의 특성으로 나누어 분석한다. 연구방법은 요인분석과 회귀분석을 사용한다. 요인분석 결과 만족도, 신뢰도, 충성도 및 판매자의 특성에서는 1개의 요인, 보험회사의 특성에서는 보험회사의 자질, 사회적 책임이라는 2개의 요인이 추출되었다. 연구결과 첫째, 세 가지 성과변수인 만족도, 신뢰도, 충성도에 판매자의 역할은 모두 중요한 것으로 분석되었다. 둘째, 사회적 책임 요인은 만족도에 유의한 영향을 미치지 않는 것으로 나타났다. 셋째, 신뢰도와 충성도에서는 설명변수인 세가지 요인이 유의한 것으로 분석되었다.

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종합병원 입원환자와 외래환자의 만족도 요인 분석 - 의료기관 서비스평가 자료를 활용한 실증 분석 - (A Study on Major Factors on Patient Satisfaction of General Hospitals in Korea - Analysis of factors associated with in Health Service Evaluation Program by the Korean Government -)

  • 배성권;남은우;박재용
    • 한국병원경영학회지
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    • 제10권2호
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    • pp.26-44
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    • 2005
  • The purpose of this study was to investigate these major factors on patient satisfaction, and to examine the affecting level of major factors in. The subjects in this study was 70 hospitals that were surveyed the hospital evaluation program containing the survey of patient satisfaction by KHIDI(Korea Health Industry Development Institute) from 1997 to 1999. The collected data was analysed SPSS for Windows(Ver 10.0). On basically, frequency analysis, t-test, and ANOVA was performed and, for more analysis, correlation analysis, factor analysis, multiple regression analysis, logistic regression analysis was utilized. According to this study, the major factors of inpatient satisfaction are divided 3 types facility factor, manpower factor, and service factor. And the major factors of outpatient satisfaction are analyzed 5 types; facility factor related direct medical service, facility factor related indirect medical services, manpower factor, pharmacy factor, and facility factor related utilization convenience. The importance of this study lies in the identification of major factors on hospital patient satisfaction.

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영향요인을 고려한 댐 용수공급능력 추정 회귀모형 (Multiple Regression Equations for Estimating Water Supply Capacities of Dams Considering Influencing Factors)

  • 강민구;이광만
    • 한국수자원학회논문집
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    • 제45권11호
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    • pp.1131-1141
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    • 2012
  • 본 연구에서는 댐 용수공급능력에 영향을 미치는 요인들을 요인분석 통계기법을 사용하여 추출하였으며, 그 결과를 이용하여 댐 용수공급능력 추정을 위한 다중회귀모형을 개발하였다. 21개 다목적댐과 12개 생공용수전용댐을 대상으로 하였으며, 다목적댐과 생공용수전용댐으로 구분하여 요인분석을 수행하였다. 댐 용수공급능력에 영향을 미치는 변수로 유역면적, 유입량, 유효저수량, 생공용수량 등급, 농업용수량 등급, 하천유지유량 등급, 하천관리 등급, 평균강우량 등급을 선정하였다. 변수들의 상관계수 행렬점검, Bartlett의 구형성 점검, KMO 표본적합도 점검을 실시하여 변수들의 요인분석에 대한 적합성을 확인하였다. 변수들은 다목적댐의 경우 3개 요인, 생공용수전용댐의 경우 2개 요인으로 분류되었으며, 요인들을 Varimax법을 사용하여 회전시켰다. 요인분석 결과는 댐 용수공급능력에 영향을 미치는 변수들이 합리적으로 선정되었고, 이들이 요인으로 적절하게 분류되었음을 보여주었다. 요인점수를 설명변수로 사용하여 연간용수공급량을 추정할 수 있는 다중회귀모형을 개발하였으며, 개발된 모형의 정확성을 평가하고 적용방법을 제시하였다. 결론적으로 댐 용수공급능력에 영향을 미치는 것으로 파악된 변수 및 요인은 댐 계획 및 설계에 유용하게 활용될 수 있을 것으로 사료된다.