• Title/Summary/Keyword: regression factor

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A Study on the Spatial Distribution Characteristic of Urban Surface Temperature using Remotely Sensed Data and GIS (원격탐사자료와 GIS를 활용한 도시 표면온도의 공간적 분포특성에 관한 연구)

  • Jo, Myung-Hee;Lee, Kwang-Jae;Kim, Woon-Soo
    • Journal of the Korean Association of Geographic Information Studies
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    • v.4 no.1
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    • pp.57-66
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    • 2001
  • This study used four theoretical models, such as two-point linear model, linear regression model, quadratic regression model and cubic regression model which are presented from The Ministry of Science and Technology, for extraction of urban surface temperature from Landsat TM band 6 image. Through correlation and regression analysis between result of four models and AWS(automatic weather station) observation data, this study could verify spatial distribution characteristic of urban surface temperature using GIS spatial analysis method. The result of analysis for surface temperature by landcover showed that the urban and the barren land belonged to the highest surface temperature class. And there was also -0.85 correlation in the result of correlation analysis between surface temperature and NDVI. In this result, the meteorological environmental characteristics wuld be regarded as one of the important factor in urban planning.

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K-factor Prediction in Import and Export Cargo Trucks-Concentrated Expressways by Short-Term VDS Data (단기 VDS자료로 수출입화물트럭이 집중하는 고속도로의 K-factor 추정에 관한 연구)

  • Kim, Tae-Gon;Heo, In-Seok;Jeon, Jae-Hyun
    • Journal of Navigation and Port Research
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    • v.38 no.1
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    • pp.65-71
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    • 2014
  • Gyeongbu and Namhae expressways in the country, are the major arterial highways which are connected with the Busan port in the north-south and east-west directions, respectively, and required to study the traffic characteristics about the hourly volume factors(K-factor) by concentrated midium-size and large-size cargo trucks of 20% or higher in expressways. We therefore attempted to predict the K-factor in expressways through the correlation analysis between K-factor and K-factor estimates on the basis of the short-term VDS data collected at the basic segments of the above major expressways. As a result, power model appeared to be appropriate in predicting K-factor by the K-factor estimate based on VDS data for 7 days with a high explanatory power and validity.

The Internet Homepage Advertising Strategy of the Fashion Goods (패션제품의 인터넷 홈페이지 광고 전략에 관한 연구)

  • 정미재;이선재
    • Journal of the Korean Society of Clothing and Textiles
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    • v.26 no.1
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    • pp.112-123
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    • 2002
  • The purpose of this study was to establish the strategy for Internet fashion homepage advertising that attracts consumers attention and discloses clothing brand to consumers continually. In this paper, the following subjects were set up: (a) to classify the structure and evaluation factors of the fashion homepage advertising, (b) to analyze the effect of demographic variables and clothing involvement of consumer on fashion homepage advertising structures and evaluation factors. A random sample of 553 people in the age group 16-34s living in Seoul and Kyungki region during March 2000 was selected from Internet users. SPSS package was used for data analysis. Frequency, Percentage, Factor analysis, ANOVA, Duncan test and regression analysis were applied. The results of this research were as follows: First, in the process of classifying the dimension of the fashion homepage advertising, homepage advertising structure was composed of 5 factors: interactive, amusing factor, professional information, fashion information and useful information. And homepage advertising evaluating factors were interesting, information and irritation. Second, it was found that clothing involvement influenced fashion homepage advertising. High involvement group preferred the fashion information factor of the homepage advertising structure and low involvement group was useful information factor of the homepage advertising structure. Both high and low involvement groups preferred interesting factor of the homepage advertising evaluation. Third, demographic variables also influenced fashion homepage advertising Females manifested greater interests in informative factor of homepage advertising than males. Findings from this study provide an insight into fashion homepage advertising strategy related to consumers clothing behavior.

Selection Factors for Distribution Partners for the Market Entry in Southeast Asia

  • Choi, Eun-Mee;Kwon, Lee-Seung;Kwon, Nam-Hee;So, Young-Jin
    • Journal of Distribution Science
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    • v.16 no.5
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    • pp.17-29
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    • 2018
  • Purpose - This study analyzed the success strategy of Korean small & medium cosmetics exporting companies to enter the Southeast Asian market. Research design, data, and methodology - The independent factors are classified into firm capacity, financial factor, institutional factor, and operational factor. The results of the selection of distributor partners of cosmetics related export companies as a were classified as financial performance and non - financial performance. In order to analyze this, 65 Korean small and medium export companies were recruited through structured online questionnaire for 44 days from September 18, 2017 to October 31, 2017. These data were analyzed by frequency analysis, correlation analysis, factor analysis and regression analysis using SPSS. Results - The Cronbach's alpha coefficient was found to be 0.846. Factor analysis between variables revealed that the eigen value exceeded 1 and was considered valid. As a result of the correlation analysis between the variables, the financial factor and the corporate's competence showed the highest correlation with 0.774. Conclusions - Among the factors influencing the financial performance of the exporting firms, the factors influencing the financial performance of the exporting companies are the factors that influence the non - financial performance rather than the financial performance.

The Effects of VMD Components on the Attitudes Toward Fashion Brands and the Intention of Revisiting (VMD구성요소가 의류 브랜드 태도와 점포 재방문 의도에 미치는 영향)

  • Choi, Mi-Young
    • Journal of the Korean Society of Costume
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    • v.59 no.7
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    • pp.100-113
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    • 2009
  • The purpose of this study is to investigate how VMD structural elements affect fashion brand attitude and intention of store revisiting. For the research, we surveyed 200 females in their 20's and 30's, who are target consumers of SPA brands from April 10th to 15th in 2009. With SPSS 12.0 program, the data was analysed by frequency analysis, reliability analysis, factor analysis and multiple regression analysis. The results are as follows: First, regarding to the results of factor analysis, VMD structural elements were divided into the space layout and information factor, display and aesthetic factor, and store atmosphere factor. Second, intention of store revisiting was statically affected by fashion brand attitude and VMD structural elements, especially space layout and information factor. Third, we found differences in the path effects of VMD structural elements - brand attitude - store revisiting according to the familiarity of SPA stores. The results revealed that VMD structural elements are important marketing strategic tools affecting consumer's preference and store behavior on fashion brands.

An Analysis for Influence Factors for IT Governance: Focusing on ITA/EA Functions (IT거버넌스의 영향요인 분석: ITA/EA 기능 중심)

  • Ahn, Yeon-Shick;Kang, Jae-Hwa;Cho, Hyung-Rae;Kim, Moon-Jung
    • Journal of Information Technology Services
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    • v.6 no.2
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    • pp.63-80
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    • 2007
  • In this paper, the function factors contributing to ITA/EA functions in their organizations, are suggested. Also the reasons to the construction of IT governance system and their effects on the their organizations are discussed and the relationships are verified by empirical model. From the survey, the data of the 227 respondents were collected and regression analysis was performed for validating the research model. ITA/EA functions consist of the IT infrastructure systemization, ITA/EA business process support, IT investment efficiency factors. And the factors of IT resource and performance management, IT process management, IT service management are included to IT governance. The main analysis results described significantly are shows as follows. At first, IT resource and performance management factor is effected by the ITA/EA business process support factor and IT investment efficiency factor. In similarly, IT service management factor is also affected by the factors such as ITA/EA business process support, IT investment efficiency, and IT infrastructure systemization. In additional analysis, IT investment efficiency factor in official sectors, ITA/EA business process support factor in private sectors respectively are described as the significant factors on the IT governance.

The Study on Dining-out Behavior Ethnic Restaurants by Food-relateds of Undergraduate Students (대학생의 식생활 라이프스타일에 따른 에스닉 레스토랑의 외식행동 및 이용만족도)

  • Kim, Eun-Hee;Kim, Huyn-Ju;Kim, Jin-Hee
    • Korean journal of food and cookery science
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    • v.30 no.5
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    • pp.631-641
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    • 2014
  • The purpose of this study was to investigate dining-out behavior at ethnic restaurants and its relationship with ethnic restaurant satisfaction based on the food-related lifestyle (FRL) of undergraduate students. A total 306 of questionnaires were analyzed using SPSS ver. 12.0 package. The data were analysed using frequency, chi-square, one-way ANOVA, factor analysis and multiple regression analysis. According to the results of factor analysis, the FRL of undergraduate students categorized into health factor, taste factor, convenience factor and ethnic restaurant satisfaction was influenced by four elements: service & hygiene, food quality & convenience, atmosphere & image and unique culture. In addition, visiting frequency and visiting motivation of all dining-out behaviors at ethnic restaurants were significantly different and the FRL groups had differences in the influence of food quality & convenience, atmosphere & image and unique culture. Futhermore, the health factor of FRL was influenced by all elements of ethnic restaurant satisfaction. The findings indicate that ethnic restaurant owners should provide food with healthy ingredients in addition to unique culture and atmosphere to customers.

The effects of a fashion store saleswomans clothing and store type on elderly female consumers likability and intention to purchase (패션점포 판매원의 의복과 점포유형이 노년여성소비자들의 호감과 구매의도에 미치는 영향)

  • 전호경;황선진
    • Journal of the Korean Society of Clothing and Textiles
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    • v.25 no.2
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    • pp.293-302
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    • 2001
  • The purpose of this study was to investigate the effects of a saleswomans clothing and store type on elderly female consumers likability to a saleswoman. Also it was to study the effects of the factors consisting likability to a saleswoman on intent to purchase among elderly female consumers. 3(clothing formality: low, medium, and high)$\times$2(clothing style: clothing looking old vs. young)$\times$2(store type: high priced specialty store vs. low priced open market) complete randomized between subjects design using field experiments were conducted. Subjects were 240 elderly females aged 54-69. The results showed that likability to a saleswoman consisted of impression factor, service ability factor and caring factor. There was the significant three way interaction among three independent variables in the service ability factor(F(sub)2,228=15.62, P<.001). Regression Analysis showed that the impression factor($R^2$=0.29, F<.001) and the service ability factor($R^2$=0.06, F<.001) influenced the elderly consumers intention to purchase significantly. In conclusion, favorable appearances of a saleswoman is considered a crucial service quality influencing potential elderly consumers to purchase.

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Job Satisfaction and Organizational Commitment of Health Insurance Review Team Leader and Member (진료비 심사부서장 및 부서원의 직무만족도와 조직몰입도)

  • Park, Hyun-Suk
    • The Korean Journal of Health Service Management
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    • v.6 no.2
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    • pp.1-13
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    • 2012
  • The purpose of this study was to investigate the factors that affect the performance of health insurance review department workers of Korean tertiary hospitals, general hospitals and hospitals. A survey was conducted through structured questionnaire for chiefs and members of health insurance review departments of hospitals, and data from 1,064 respondents were utilized in the final analysis. Survey items included general characteristics of the hospitals and health insurance review departments, job satisfaction and organizational commitment as organizational effectiveness. As multiple linear regression results, in the case of chiefs, the most significantly related factor to job satisfaction was a monthly salary. The other related factor was job stress. In the case of members, the most significantly related factor was job stress. The other related factors were more monthly salary, religious believer, and less complex workplace, in order. As organizational commitment, in the case of chiefs, the most significantly related factor was a monthly salary. The other related factor was more clinical experience. In the case of members, the most significantly related factor was job stress. The other related factors were more monthly salary, tertiary hospitals, more age, and less complex workplace, in order.

Consumer Post-Purchasing Behavior of Internet Shopping - Focusing on Dissatisfaction and Complaint Behavior - (의류제품의 인터넷 구매 후 행동에 관한 연구 - 불만족 요인과 불평 행동을 중심으로 -)

  • Park, Soo-Kyeong;Cho, Nam-Hae
    • The Research Journal of the Costume Culture
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    • v.18 no.2
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    • pp.217-228
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    • 2010
  • The purpose of this study was to examine the post-purchasing behavior focusing on dissatisfaction and complaint behavior. There were some studies concerning dissatisfaction in on-line shopping related to satisfaction and intention to re-buying, but did not focus the relationship with complaint behavior, or identified the factors specifically related to consumer's dissatisfaction. In this study, it was examined to minimize the consumer's dissatisfaction and complaint behavior by investigating the detailed factors relating dissatisfactions and complaint behaviors after shopping apparel goods on the internet. Two hundred fifty five customers who had purchased fashion products in internet shopping had participated in this study. The data was analyzed by factor analysis, regression analysis using SPSS program. As the result, first, product, delivery, returning and price factor were extracted as factors of dissatisfaction, and as factors of complaint behavior, legal action, private action, remedial action were investigated. Second, dissatisfaction was significantly effected on complaint behavior. Specially, returning factor and price factor had effect on legal action, product, delivery factor had on private action and returning factor had affected remedial action. Third, more purchasing frequency, less dissatisfaction. Also, female had more dissatisfaction than male. Finally, more dissatisfaction and compliant behavior, less repurchasing intention. Based on these results, internet shopping fashion marketing strategies were suggested.