• Title/Summary/Keyword: 분산분석(ANOVA) 방법

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Perception of Rumor by Consumer and Brand Attitude (소비자의 루머 인식과 브랜드 태도)

  • Lee, Won-Jun
    • The Journal of the Korea Contents Association
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    • v.10 no.11
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    • pp.363-370
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    • 2010
  • This paper provides a review of the research on the relationship between consumer rumor and marketing management in general, and rumor's effects on brand in particular. Also corporations' efforts for managing negative rumor were discussed. In the subsequential article, this study analyzes the consumer's perception of the origin of rumors through contents analysis method, and performs ANOVA study in addition to identify if brand assets such as brand loyalty and brand involvement can affect rumor credibility perception significantly. Based on these results, this study considers some implications for brand crisis management and communications. According to the results, a brand rumor can affect both the corresponding brands and competitor's brands at a time and the relationships between existing favorable brand attitude of consumer and rumor credibility are not significant enough.

A Study on Characteristic Analysis of Major Issues in Negotiating Concession Agreement for BTO Projects Using AHP (계층화분석법에 의한 BTO 민간투자사업 협상의 주요쟁점 특성분석에 관한 고찰)

  • Roh, Tae-Ho;Kim, Jong-Won;Lim, Chang-Sik;Lee, Jong-Chool
    • Korean Journal of Construction Engineering and Management
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    • v.9 no.6
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    • pp.137-146
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    • 2008
  • Both competent authorities and private entrepreneurs face plenty of risks when negotiating BTO(Build Transfer Operation) methods of PPI(Private Participations in Infrastructures) projects. Also, success and failure of projects largely depend on the concession agreement contract. In this study, for more efficient negotiation, major issues are examined, and quantitatively analyzed to find out not only the relationship but also the characteristics of which these issues share. Questionnaire research was conducted through both research and by experts who were divided into an ordering agency, design company and constructor. Characteristics of major issues were quantitatively analyzed using the Likert index method, ANOVA(ANalysis of VAriance) and AHP(Analytic Hierarchy Process) analysis. Case studies were examined in order to estimate construction cost, rates of return, government finance support, level of operation-revenues guarantees, estimating operational costs and usage fees. With these 6 items, relative priority, relative impression which is sensible to risk and extent of difficulty in presenting data which is objective were quantitatively analyzed by the ordering agency, design company and constructor groups. From the analysis, there were some similarities between the design company and constructor groups while there was less of similarities between the ordering agency and design company or constructor. The government is diversifying the methods of project promotion, and PPI project from infrastructure-centered to public culture facilities are being expand. The current study will provide not only supporting efficient negotiation but also revitalizing PPI projects.

Characteristic Analysis of Major Issues in Negotiating Concession Agreement for BTO Projects Using AHP (AHP 기법을 이용한 BTO 민간투자사업 협상의 주요쟁점 특성분석)

  • Roh, Tae-Ho
    • The Journal of the Korea Contents Association
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    • v.7 no.8
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    • pp.234-244
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    • 2007
  • Both competent authorities and private entrepreneurs face plenty of risks when negotiating BTO(Build Transfer Operation) methods of PPI(Private Participations in Infrastructures) projects. Also, success and failure of projects largely depend on the concession agreement contract. In this study, for more efficient negotiation, major issues are examined, and quantitatively analyzed to find out not only the relationship but also the characteristics of which these issues share. Questionnaire research was conducted through both research and by experts who were divided into an ordering agency, design company and constructor. Characteristics of major issues were quantitatively analyzed using the Likert index method, ANOVA(ANalysis of VAriance) and AHP(Analytic Hierarchy Process) analysis. Case studies were examined in order to estimate construction cost, rates of return, government finance support, level of operation-revenues guarantees, estimating operational costs and usage fees. With these 6 items, relative priority, relative impression which is sensible to risk and extent of difficulty in presenting data which is objective were quantitatively analyzed by the ordering agency, design company and constructor groups. From the analysis, there were some similarities between the design company and constructor groups while there was less of similarities between the ordering agency and design company or constructor. The government is diversifying the methods of project promotion, and PPI project from infrastructure-centered to public culture facilities are being expand. The current study will provide not only supporting efficient negotiation but also revitalizing PPI projects.

A study on the analysis of performance differences according to the operation method of public sewage treatment facility (공공하수처리시설 운영방식에 따른 성과 차이 분석에 관한 연구)

  • Ko, Hyunsoo;Ha, Donggyun
    • Journal of Korea Water Resources Association
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    • v.55 no.5
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    • pp.357-370
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    • 2022
  • This study aims to analyze the differences in performance according to various operation methods (direct management, public consignment, and private agency) of public sewage treatment facilities and derive the most efficient and high level of sewage treatment services to the public based on the research results. To this end, economic performance indicators (sewage treatment cost, sewerage rate) and social performance indicators (water quality, number of civil complaints) were selected, and cross-sectional analysis and longitudinal analysis were used to verify the difference between the averages of three or more groups through one-way ANOVA. As a result of the analysis, cross-sectional analysis, there was no difference in economic performance dimension according to the operating method, but in terms of social performance dimension, it was found that there was a difference according to the operating method. In the case of water quality indicators, the results were superior to those directly managed by public consignment and private agencies in the number of civil complaints. In the longitudinal analysis examining the improvement of performance indicators, there was no significant difference by operation method in most performance indicators. In order to improve the efficiency of public services and improve the service level, various approaches suitable for the characteristics of each service are required in addition to the logic of public consignment or introduction of private agency. In the future, when local governments promote public consignment or private agency, it is necessary to understand and promote the nature of the service, the specificity of each local government, and the needs of service users.

Analysis on effects of Community Business' Success Factor and Support Factor on Goals in 5 West Sea Islands (서해5도서 마을기업의 성공요인과 지원요인이 목표에 미치는 영향 분석)

  • Shin, Sunmi;Byun, Byungseol
    • Journal of Wetlands Research
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    • v.16 no.3
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    • pp.293-302
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    • 2014
  • This study analyzed the influence relationship of community businesses' success factors and support factors on goals in 5 West Sea islands. As research methods, it conducted a survey with experts in academia and public institutions concerning them, and analyzed the effects of the success factors and support factors on their goals. As the methods of the analysis, a factorial analysis was carried out to assess the validity and the characteristics of the community businesses' success factors and support factors, and a one-way ANOVA was carried out to verify whether the difference in the mean of the experts' career is statistically significant. Lastly, a multiple regression analysis was conducted to analyze the effects of the success factors and support factors on the community businesses' goals.

A Wavelet-based Profile Classification using Support Vector Machine (SVM을 이용한 웨이블릿 기반 프로파일 분류에 관한 연구)

  • Kim, Seong-Jun
    • Journal of the Korean Institute of Intelligent Systems
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    • v.18 no.5
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    • pp.718-723
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    • 2008
  • Bearing is one of the important mechanical elements used in various industrial equipments. Most of failures occurred during the equipment operation result from bearing defects and breakages. Therefore, monitoring of bearings is essential in preventing equipment breakdowns and reducing unexpected loss. The purpose of this paper is to present an online monitoring method to predict bearing states using vibration signals. Bearing vibrations, which are collected as a form of profile signal, are first analyzed by a discrete wavelet transform. Next, some statistical features are obtained from the resultant wavelet coefficients. In order to select significant ones among them, analysis of variance (ANOVA) is employed in this paper. Statistical features screened in this way are used as input variables to support vector machine (SVM). An hierarchical SVM tree is proposed for dealing with multi-class problems. The result of numerical experiments shows that the proposed SVM tree has a competent performance for classifying bearing fault states.

Effects of Floss Band on Ankle Joint functional Range of Motion and gait ability (발목관절에 플로스밴드 적용이 기능적 관절가동범위와 보행능력에 미치는 영향)

  • Moon, Byoung-Hyoun;Kim, Ji-Won
    • Journal of the Korea Convergence Society
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    • v.12 no.12
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    • pp.419-425
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    • 2021
  • The objective of this study is to verify the effects of the application of flossband to the ankles of healthy adults on the functional range of ankle and walking ability. Total 20 people participated in the experiment, and through the randomization, one foot was set up as experimental side while the other foot was set up as control side. To analyze the two factors(before/after intervention/experimental side and control side), the two way-repeated ANOVA was conducted. The significance level was set up as 0.05. In the results of this study, compared to the control side, the experimental side showed significant increase in WBLT and heel strike(p=.05). In the test before/after intervention, the experimental side showed significant increase in WBLT, heel strike, and toe off(p=.05). The control side showed significant increase in toe off(p=.05). Thus, the application of floss band on ankle joint performed in this study would be helpful for improving the functional range and walking ability in the sports & rehabilitation field.

Analysis of User Preferences for Traffic Safety Warning Information using Portable Variable Message Signs(PVMS) (Portable Variable Message Signs(PVMS)를 이용한 교통안전 경고정보 메시지 이용자 선호도 분석)

  • Park, Jae-Hong;O, Cheol;Song, Tae-Jin;O, Ju-Taek
    • Journal of Korean Society of Transportation
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    • v.27 no.5
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    • pp.51-62
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    • 2009
  • Variable message signs (VMS) are a useful tool for providing real-time traffic information to drivers. In particular, effective warning information provision leading to safer driving would be an important countermeasure to prevent traffic accidents. The purpose of this study was to identify users' preferences for traffic safety warning information formats. A variety of warning information scenarios using text and pictograms were devised and investigated for the purpose of selecting more effective methods to provide warning information. A portable variable message sign (PVMS) was used to evaluate users' preferences. The results of this study can be used for designing better warning information for the enhancement of traffic safety.

Methodology for Determining Delineator Placement and Operation Based on User's Satisfaction (이용자 만족도를 고려한 델리네이터 설치 및 운용 방법론에 관한 연구)

  • Park, Jae-Hong;Oh, Cheol;Kim, Young-Gul
    • International Journal of Highway Engineering
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    • v.12 no.1
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    • pp.39-46
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    • 2010
  • Delineator is a useful device to support driver's safer maneuver. Effective placement and operation of the delineator would lead to prevent traffic accidents on the roads. This study evaluates the effectiveness of parameters associated with delineator placement and operation, which include spacing, height and size, from the point of user's satisfaction. Also, this study devises a methodology for determining such parameters using binary logistic regression technique. The proposed model is capable of producing probabilistic measure of user's satisfaction according to the various parameters. The outcome of this study would be useful fundamentals for more effective placement and operation of delineators.

Correlation Analysis with Modified Barthel Index and Motor Assessment Scale in Stroke Patients (뇌졸중환자의 기능평가척도로서의 MBI와 MAS의 상관성분석)

  • Ko, Seong-Gyu;Jun, Chan-Yong
    • The Journal of Korean Medicine
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    • v.20 no.1 s.37
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    • pp.52-59
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    • 1999
  • 연구목적 : 뇌졸중환자에 기능회복도의 측정을 위해 가장 신뢰도가 높은 MBI에 대해서 순수하게 뇌졸중환자의 운동기능평가만을 위해 고안된 MAS의 상관성을 각 기간별로 분석하여 MAS의 운동기능평가척도로서의 객관성에 대해 연구한다. 또 한편으로 경과시간에 따른 운동기능 회복도의 차이를 전체그룹과 사상그룹에서 평가한다. 연구방법 : 1998년 1월부터 1998년 6월까지 6개월에 걸쳐 상지대학교 한의과대학 부속한방병원 내과에 입원하여 뇌졸중으로 진단된 환자 중 의식과 언어상태가 명료한 32명을 대상으로 하였다. 입원직후 사상의학과에 의뢰하여 QSCCII 시스템에 의하여 체질진단을 받은 후 본원 운동기능평가실에서 입원직후, 입원 후 2주와 4주 등 3회에 걸쳐 Modified Barthel Index(MBI)와 Motor Assessment Scale(MAS)을 시행하였다. 각 환자에 대한 검사는 2명의 한방순환기내과 전문의와 전공의에 의해 환자에 대한 사전 정보 없이 이루어졌다. 연구결과 : 통계처리는 상관분석을 위해서는 Pearson correlation coefficient, 사상체질에 있어서 각 경과시간에 따른 점수변화는 Repeated ANOVA, 일반적특성 분석에는 Descriptive analysis가 사용되었고, 프로그램은 SPSS/PC+ 7.5 version을 사용하였다. 1. 뇌졸중 환자의 사상의학적인 분포는 태음인이 56.3%로 가장 많았고, 소양인이 28.1%, 소음인이 12.5%, 태양인이 3.1%이었으며, 연령별로는 50대가 32.6%로 가장 많았으며, 평균연령은 60.9세였다. 2. 경과시간에 따른 사상체질간의 MBI, MAS 평균점수변화는 MBI, MAS 모두 반복측정 분산분석 결과 입원당시와 2주 후, 입원당시와 4주 후에서 모두 P<0.001의 범위에서 통계학적으로 유의하게 증가하였고, 경과시간과 사상체질간의 교호작용은 없었다. 3. MBI, MAS 모두 각 항목과 기능별 분류군에서도 경과시간에 따른 평균점수의 변화는 P<0.001 범위에서 통계학적으로 유의하게 증가하여 한방치료의 효과가 있음을 보여주었다. 4. MBI와 MAS의 경과시간별 Pearson 상관성 분석결과 입원당시의 MBI와 입원당시의 MAS에서, 2주 후의 MBI와 입원당시, 2주 후, 4주 후의 MAS에서, 4주 후의 MBI와 입원당시, 2주, 4주 후의 MAS에서 모두 높은 상관성을 보여, 두 평가방법 간에는 상관성이 높다고 본다.

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