• Title/Summary/Keyword: conjoint analysis

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An Analysis on Optimal Port Operation for New International Passenger Terminal Using Conjoint Analysis: Focusing on Incheon Port (컨조인트분석을 활용한 신국제여객터미널 최적 항만운영 방안에 관한 연구-인천항을 중심으로)

  • Yoo, Sung-Jai;Cha, Young-Doo;Yeo, Gi-Tae
    • Journal of Navigation and Port Research
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    • v.41 no.1
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    • pp.17-24
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    • 2017
  • This study uses Conjoint Analysis to study optimal port operations at the newly built International P assenger Terminal (IPT) at Inchon Port, Korea. The perceptions of users, operators, and the Incheon Port Authority are compared and analyzed. The results of user Conjoint Analysis showed that rent calculation method was the most important factor in the NIPT operation plan, followed by establishing automation and the size of the site area. For the Incheon Port Authority and operators, the rent calculation method turned out to be the most important factor for NIPT operation plans. It was followed by establishing automation and the site area. Utility results showed the "investment cost preservation method" to have the highest rent calculation utility, "yard automation" as the priority, and "43,000 pyeong-48,000 pyeong" as the optimal site area.

Study on Consumers' Restaurant Selection Criteria by Using Conjoint Analysis (외식 소비자의 레스토랑 선택속성 및 속성가치에 대한 선호도 조사 연구 -컨조인트 분석을 이용하여-)

  • Hong, Jong-Sook;Jeon, Ji-Young;Kim, Young-Sook
    • Journal of the East Asian Society of Dietary Life
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    • v.22 no.2
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    • pp.315-321
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    • 2012
  • In this study, the product attributes that give customers the estimated benefits and products that can predict the customer's choice conjoint analysis techniques to identify the restaurant affinity markets a new dining concept was to develop. Questionnaire for this study of 400 non-response is negative and insincere characters, except for the final analysis, the questionnaire Part 309 was the target. Conjoint model used in this study Pearson's R is 0.928 ($p$<0.000), Kendall's tau is 0.750 ($p$<0.000) with an orthogonal plan was well suited for profiling attributes are extracted 16. Part of the relative importance of the value of the property to determine the result of analyzing the properties that are most important at the level of the respondents of the induct (38.46%), and followed by price (30.52%), Atmosphere (18.28%), and Exclusive space (12.73%) was followed. Portion of the property value for each analysis among industry preference for the Italian food was highest, a nature-friendly interior atmosphere had the highest affinity Average per price at 10,000 won~30,000 won or less than the amount of affinity was higher location of the restaurant alone, showed that space preferred. Through simulation in a virtual seafood restaurant nature-friendly image, average price per person ranging from 10,000 to 30,000won at an exclusive restaurant was most preferred.

An Investigation of the Relative Importance of the Selection Attributes of School Milk Programs by Conjoint Analysis (컨조인트 분석을 활용한 학교 우유급식의 서비스 품질 속성 및 상대적 중요도 도출)

  • Park, Moon-kyung;Kim, Hye-young;Baek, Hee-joon;Jeong, Yun-hui
    • Journal of the Korean Society of Food Culture
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    • v.37 no.5
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    • pp.429-437
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    • 2022
  • This study evaluated the quality of school milk programs and analyzed the relative importance of school milk program selection attributes using conjoint analysis. The survey was conducted on students from middle and high schools in metropolitan cities that provide school milk programs. Responses were received from 414 students and the data was subjected to frequency analysis, t-test, and conjoint analysis using the SPSS Statistics Package. While evaluating white milk in the school milk program, middle school students rated 'packaging condition' (4.23) the highest, high school students rated 'nutrition' (4.64) the highest, and their evaluation of all the quality attributes was significantly different from that of middle school students (p<0.001). Overall satisfaction scores too, showed a significant difference between high school (4.46) and middle school students (4.01) (p<0.001). Processed milk & dairy products had the highest satisfaction score in the attribute of 'serving time' (4.57). The relative importance of the choice attributes of the school milk program was in the order of 'number per item' (62.260%), 'temperature' (25.708%), and 'serving method' (12.032%) for all students. The school milk program most preferred by all students and middle school students was to provide milk at a refrigerated temperature, select white milk three times a week, processed milk, fermented milk, and cheese twice a week, and provide it at the desired time.

Conjoint Measurement of Tourists' Preferences for Dolsan Leaf Mustard Kimchi(Brassica juncea) across Gender (남녀 관광객의 돌산 갓김치에 대한 선호도에 미치는 영향 요인의 컨조인트 평가)

  • Kang Jong-Heon;Jeong Hang-Jin
    • Journal of the East Asian Society of Dietary Life
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    • v.16 no.3
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    • pp.242-250
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    • 2006
  • The purpose of this study was to identify tourist product factor combinations which confer the highest utility to tourists and to establish the relative importance of factors in terms of their contribution to total utility across gender. Among 250 questionnaires, 230 questionnaires were utilized for the analysis. $X^2$ analysis, Conjoint model, Max. Utility model, BTL model, Logit model, K-means cluster analysis, and one-way anova analysis were used for this study. The findings from this study were as follows. First, the Pearson's R and Kendall's tau statistics showed that the model fitted the data well across gender. Second, it was found that total respondents and three clusters regarded taste price as the very important factor across gender. Third, it was found that the male and female tourists most preferred product with light red color, shaped package, and highly pungent taste sold at a cheap price in factory. Fourth, it was found that the male tourists most preferred simulation product with light red color, shaped package, and highly pungent taste sold at a cheap price in factory. The female tourists most preferred simulation product with light red color, shaped package, and mild taste sold at a cheap price in factory. Finally, the results of the study provide some insights into the types of effective product designs that can be successfully developed by marketers.

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Analysis of Landscape Preference by the Installation Combination of Lightning in Tunnel based on Conjoint Analysis (컨조인트 분석에 의한 터널 내 조명시설 설치조합별 경관 선호도 분석)

  • Lee, hyeryung;Kum, kijung;Jung, hyunjung
    • International Journal of Highway Engineering
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    • v.14 no.6
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    • pp.111-120
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    • 2012
  • PURPOSES : This study is to suggest suitable lighting facility installation plans by finding out driver's preference for combination of lighting facility installation among landscape factors that affect driver visibility in tunnels. METHODS : SD method is used to extract emotional factors that affect drivers' preference, Components of tunnel lighting facility installation are evaluated through conjoint analysis and it suggested relative importance of attributes and utility values. RESULTS : In the aspects of satisfaction levels of components of tunnel lighting facility installation, Tunnel side, two lows, and solid line arrangement type has the highest level of satisfaction. Extract emotional factors that affect drivers' preference are "safety", "openness" and "amenity." In addition, the result of analyzing relative importance of attributes of tunnel lighting facility shows that numbers of lighting array has the highest importance and lighting facility arrangement has the lowest importance. Result of analyzing partial utility shows that the 2 low type among number of lows, the solid line arrangement type between arrangement types, placing in the middle part among lighting facility arrangement were highly preferred. CONCLUSIONS : In the case of lighting numbers, utility values of the first line and the second line showed us a big difference. Increasing the number arrays in the future reformation of lighting facility installation combination will be effective in enhancing the utility of the driver.

Consumer Consumption Behavior and Preference of Salted Wild Vegetable: A conjoint analysis with Allium victorialis (컨조인트 분석을 이용한 산마늘 절임 제품의 소비자 소비행태 및 선호도 분석)

  • Kim, Ki Dong
    • Journal of Korean Society of Forest Science
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    • v.104 no.1
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    • pp.169-178
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    • 2015
  • The purpose of this study is to obtain the basic information for developing new product and marketing strategies of salted wild vegetable. This study analyzes consumer's consumption behavior and preference on salted Allium victorialis using the conjoint analysis. The result shows that 'Container' is the most important factor among various attributes of salted Allium victorialis, followed by 'Origin of Salting Sauce Soy', 'Price', 'Traditional Food Quality Certification', and 'Area of production'.

A Study on the Market Segmentation of Accessible Housing for the Elderly Using Conjoint Analysis (컨조인트 분석을 이용한 노약자를 위한 접근가능한 주택의 시장 세분화 연구)

  • Lee, So-Young;Kim, Ji-Woo
    • Journal of the Korean housing association
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    • v.26 no.4
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    • pp.11-21
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    • 2015
  • Due to the mass production of housing in Korea, homogeneous current housing may fail to represent residents' preferences, especially for the elderly. The purpose of this study is to identify the preferred properties of consumers for accessible housing and to examine whether cluster analysis can identify groups of residents with similar accessible housing preferences. Using a conjoint method, prospective users can jointly consider all accessible attributes, with cost attributes suggested by this study. Four categories (accessibility, safety, convenience, cost), 7 attributes (clear width, level difference, installation of grab bars, installation of elevators: only for single house type, non slippery floor materials, safety alarms, service control devices, cost) and 2 levels for each attribute were chosen. A total of 374 questionnaires were collected through a questionnaire survey method. This study employed ratings-based Conjoint analysis and the respondents ranked each card, which consisted of a set of accessible housing attributes. The data were analyzed using SPSS 16.0. The findings of this study have identified 3-4 clusters for each housing sub market. Each cluster has a different combination of socio-demographic characteristics and residential characteristics, and showed the relative importance or preference values for each accessible attribute of the segmentation. For the single housing, one group of people strongly preferred installation of elevator. The results suggested that better customization of housing could be more appealing to the different clusters of residents, providing accessible housing with cost limitations.

A study on the tractor design development of international competitive advantage (국제경쟁력을 갖춘 트랙터디자인개발 연구)

  • 홍정표;양종열
    • Archives of design research
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    • v.11 no.2
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    • pp.143-152
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    • 1998
  • The purpose of this study is to develop Korean-style tractors of international comp etitive advantage which satisfy consumers' needs based on the research of large size ones. The overall process of this study is to generate appropriate design process and to apply quantitative analysis method to each steps of it and finally to suggest objective product design development system. For this, we firstly selected important trac -tor design concepts from the analysis of current market and consumer perception, next did conjoint analysis with the extract -ed design attributes and attribute levels. Finally, we decided preferred designs of ea -ch segments based on conjoint analysis. Here we selected only one most preferred tractor design of all due to narrow domest -ic market situation. This study may contribute to the customer oriented design development with the appli cation to many other fields of design. Also, it may contribute to all design related not only academic fields but to practitional fields.

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An Exploratory Study on Selection Attributes of Food in the Cultural tourism Festival through Conjoint Analysis (컨조인트 분석을 통한 문화관광 축제 판매 음식 선택 속성에 관한 탐색적 연구)

  • Lee, Eun-Yong;Park, Yang-Woo;Lee, Soo-Bum
    • Culinary science and hospitality research
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    • v.16 no.3
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    • pp.94-113
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    • 2010
  • Despite a number of previous studies about cultural tourism festivals, studies on food menus in the cultural tourism festival setting have often been neglected. Considering the importance of food menus, identifying major selection attributes that satisfy visitors in a festival setting is vital. Using conjoint analysis, this study demonstrated that price was the most influential selection attributes to attract visitors. The time required between ordering and receiving food was found to be the second important selection attribute, followed by menu and place. Cluster analysis identified two distinct segments that take different sets of elements into account when making their selection decision. Conjoint simulation estimated the most preferred foodservice form in cultural tourism festivals setting would have 21.18% potential market share. The implications gained from this study provided an important starting point for determining key selection attributes in establishing strategies to enhance visitors' level of satisfaction.

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Demand Analysis of the home ubiquitous network services using conjoint method (컨조인트 분석방법을 이용한 홈 유비퀴터스 네트워크 서비스의 수요 분석)

  • Lee, Jong-Su;Ahn, Ji-Woon;Lee, Jeong-Dong;Shin, Hye-Young
    • Journal of Korea Technology Innovation Society
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    • v.7 no.1
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    • pp.89-110
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    • 2004
  • Home networks consist of two or more home appliances or communication devices enabling the mutual data communication between appliances such as personal computers, refrigerators, phones, television sets, personal digital assistants(PDA), etc. There are three factors that create demand for the home network services. The first factor is development of technology. Second, on the demand side, consumer demand for the home appliances having access to the Internet is in the increase. Finally, producers need a strategy to deal with the problem of market saturation. Home networks are emerging markets. They are unique in that they unite information technologies with home appliances that provide new services. in this paper we study the main attributes of home network services and analyze consumers' preferences for them. However, it is not quite possible to use the revealed preference approach since the home network market is still at an incipient stage. We therefore use the conjoint analysis method using stated preference data. conjoint analysis has been widely use in the area of marketing for evaluating consumer preferences for new products and services. it presents a hypothetical product to the respondents along with the product's attributes and their levels. The respondents are asked to either rank each alternative or choose between several hypothetical products. By estimating consumers' willingness to pay for the attributes of the home network services and analyzing consumers' preferences, we predict the pattern of the development of the home network services and related technologies along various quality dimensions. Based on the estimation results, we draw policy implications for the national- and company-level strategy.

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