• Title/Summary/Keyword: Conjoint analysis

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Development of the Performance Indicator for the Mitigation of Greenhouse Gas Emissions from Products - Estimation of Social Cost for Global Warming Impact using the Conjoint Analysis - (제품의 온실가스 배출저감에 대한 성과지표 개발 - 컨조인트 분석(conjoint analysis)을 이용한 지구온난화 영향의 사회적 비용 추정 -)

  • Jeong, In-Tae;Lee, Kun-Mo;Song, Jong-Sung
    • Journal of Korean Society of Environmental Engineers
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    • v.30 no.12
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    • pp.1245-1254
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    • 2008
  • Proposing a method for the estimation of the social cost for global warming impact (external cost) is the aim of this paper. Both the endpoint approach and conjoint analysis were applied to estimating the social cost for global warming. The endpoint approach was used to assess the damage on the safeguard subjects by global warming due to the emission of greenhouse gases into the atmosphere. The conjoint analysis was used to estimate the economic values for safeguard subjects which measure the social preferences and willingness to pay (WTP) on safeguard subjects. The economic values of human health and social asset were estimated at 62,261,700 Won / DALY (yr) and 10,000 Won / 10,000 Won, respectively. Moreover, cost factors of GHGs were calculated by multiplying the damage factor which is quantified the unit damage on safeguard subject and the economic value. In the case of CO$_2$, the cost factor was calculated at 13.52 Won / kg (13,520 Won / ton). External cost of products or services can be calculated by multiplying the GHG inventory result of products or services by the cost factor of each GHG. inventory.

Purchasing Needs of Frying Powder according to Purchasing Attributes - Analysis for Selection Attributes through Importance-Satisfaction Analysis and Conjoint Analysis - (튀김가루 구매 요구도 조사 - 중요도-만족도 분석과 컨조인트 분석을 통한 구매 시 선택속성 분석 -)

  • Chang, Hyesun;Sim, Ki Hyeon
    • Journal of the East Asian Society of Dietary Life
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    • v.27 no.3
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    • pp.243-256
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    • 2017
  • This study attempted to improve frying powder products based on 272 consumers' purchase conditions. Factor analysis by type was conducted on purchase attributes of consumers who purchased frying powder by categorizing them based on five factors-namely, convenience, information, diversity, safety, and economy. Five main factors were divided into four purchase attributes named various pursuit, convenience pursuit, economical pursuit, and inform/safety pursuit. Purchasing status of frying powder products was analyzed according to three independent variables such as age, meal preparation type, and purchase attributes. The top motivation for using frying powder was convenience. According to the importance-satisfaction analysis survey, taste, expiration date, and certification mark were chosen as highly important and high satisfaction characteristics for frying powder (p<0.001), whereas nutrition, oil absorption, adhesiveness, crispiness, origin, and food additives were highly important and low satisfaction characteristics (p<0.001). In the conjoint analysis, crispiness was the most important attribute of fried food.

Part-Worth Estimation of the University Library Factors By Conjoint Analysis (컨조인트 분석을 이용한 대학 도서관 기능요소의 부분가치 추정)

  • Park, Il-Jong;Shin, Sang-Heun
    • Journal of the Korean Society for Library and Information Science
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    • v.34 no.4
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    • pp.161-174
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    • 2000
  • In this conjoint analysis, the objectives of the research are to derive structural part-worth level estimations by the conjoint factors and individual levels from the university library functional factors. The major findings of this study are; (1) The level of temperature of the library is statistically the most important one for the research samples, and (2) Facility factors and its levels as well as operation factors and its levels are statistically shown as less important variables.

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Attribute analysis for cellular phone using conjoint analysis (컨조인트 분석을 이용한 휴대폰 속성 분석)

  • Ji, Hye-Young;Cho, Wan-Hyun
    • Journal of the Korean Data and Information Science Society
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    • v.20 no.4
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    • pp.695-703
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    • 2009
  • Currently, various cellular phone products with multiple functions and diverse designs are coming out in the cellular phone market. Companies have been developing their products for profit maximization, considering preferences of customers. In this article, we have created 18 profiles using the SPSS program and executed a survey to analyze preferences of college students. Also, we have grasped the relative importance of each attribute using conjoint analysis and executed clustering analysis to make market segmentation by binding the respondents who have similar partial value utilities. Lastly, by choice simulation, we have predicted market shares of 18 virtual products.

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Analysis on the business strategy and policy for the alternative fuel vehicle : Using stated preference data (대체연료 자동차에 대한 소비자 선호 분석을 통한 산업전략과 기술정책에 관한 연구)

  • 김연배;정기철;안지운;이정동
    • Proceedings of the Technology Innovation Conference
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    • 2006.02a
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    • pp.264-297
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    • 2006
  • In this paper, we attempt to analyze consumer preference for the alternative-fuel vehicles based on data from a stated preference using the conjoint analysis. Five possible fuel types (gasoline, diesel, CNG, LPG, Hybrid (electricity+gasoline)) are covered in conjoint cards. To estimate and analyze consumer preference, discrete choice model is used. Specifically, Bayesian mixed logit model is used. Based on estimating results, we discuss the business strategy and policy for the alternative fuel vehicle.

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Consumer Choice Model in No-frills Airline Industry

  • Ha, Hong Youl
    • Asia-Pacific Journal of Business
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    • v.1 no.2
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    • pp.23-46
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    • 2010
  • Despite the explosive growth of no-frill airline industry, very little is known about how consumers make purchase decision in such settings. Today's airline industry requires choice models consistent with consumers' true preference sets. This study used conjoint analysis to identify these ideal choice models. 38 percent of the subjects were found to use compensatory and 62 percent non-compensatory models. Our findings suggest a need to base choice-making promotions on ideal choice models if the promotion is to lead consumers to decisions consistent with true preferences.

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Constructing Strategic Management Plan for University Foodservice Using Conjoint Analysis and Multidimensional Scaling (컨조인트 분석과 다차원척도법을 이용한 대학급식소의 전략적 운영 방안 모색)

  • Yang, Il-Sun;Shin, Seo-Young;Lee, Hae-Young;Lee, So-Jung;Chae, In-Sook
    • Journal of the Korean Society of Food Culture
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    • v.15 no.1
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    • pp.51-58
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    • 2000
  • This study is designed to 1) understand customers' choice behavior and preference of foodservices in campus and 2) provide recommendation on management strategies for university foodservice manager. Individual interview and focus group interview were used to identify important selection attributes. The questionnaire was developed and distributed to 480 Yonsei university students and statistical data analysis was completed using SPSS WIN/7.5 for descriptive analysis, multidimensional scaling and conjoint analysis. The results of this study were summarized as follows: Students evaluated four foodservices in different ways, and strength/weakness points could be identified from the evaluation patterns. Most students(51.1%) were frequently used 'A' foodservice, though they preferred other foodservices, and cost, mainly, caused the difference. Perceptual map from multidimensional scaling showed that preference and patronage were close with different attributes. Cost was most relatively important attribute to select foodservice in campus from conjoint analysis. Therefore, relative importance of attributes should be considered in customer preference survey for constructing management plan.

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Development of dental services markets segmentation and strategy by use of conjoint analysis (컨조인트 분석을 이용한 치과 의료서비스 시장 세분화와 전략 개발)

  • Kim, Jin-Hwan;Kim, Jae-Hwan;Kim, Myeng-Ki
    • Health Policy and Management
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    • v.20 no.3
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    • pp.1-20
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    • 2010
  • Objectives : This study is purposed to segment dental service markets with reflecting customer's preference and to suggest some marketing strategies applied to each segmented market. Methods : The customer's data collected from a series of online survey comprise such factors as expertise of dentist, courtesy, clinic size, equipment, price and distance, including some socio-demographics. A conjoint analysis and a clustering analysis with estimated coefficients were performed to find out some dental market segments for three dental service types such as dental caries, esthetic treatments and dental implants. Results : Three or four market segments for each dental service type are derived from the analysis, and subsequently market characteristics for each derived segment are explored. Furthermore, some dental marketing strategies for each segment are suggested for better management. Conclusion : A conventional way of developing dental marketing strategies can be improved, while specific customer's preference are responded.

Market Segmentation With Price-Dependent Quality Evaluation in Denim Jeans Market ; Based on Conjoin analysis and mixture model (청바지제품 세분시장 내 가격-품질 평가집단 추출에 관한 연구: 결합분석과 mixture model를 이용하여)

  • 곽영식;이진화
    • Journal of the Korean Society of Clothing and Textiles
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    • v.26 no.11
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    • pp.1605-1614
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    • 2002
  • The purpose of this study was to identify the consumers who use the level of price as the indicator of the product quality. In order to implement the purpose of this study, Jeans market had been segmented by the mixture regression model, and price response function was calibrated for each segment. Based on the types of price response function, segments were allocated into one of two groups; the group using the level of price as the quality indicator or the group not using the level of price as that. Then, characteristics of both groups were compared in terms of product attributes and demographic variables. Data were co]looted from the sample of the 23o undergraduate and graduate students in Seoul. For the data analysis, mixture regression model, conjoint analysis, and t-test were used. As a result, jeans market was divided into 5 segments. Segment 1,2,3 were allocated into the group not using the level of price as the quality indicator while segment 4,5 were done into the other group. Significant differences existed between two groups in product attributes, not in demographic variables. Mixture model and conjoint analysis were proved to be an effective set of tools in market segmentation.

The Research on Sanchoneo Mandu Product Development Using Conjoint Analysis (컨조인트 분석을 사용한 산천어 만두 제품 개발에 관한 연구)

  • Lee, Min-Soo;Kim, Ki-Bbeum;Kim, Yong-Sik;Choi, Soo-Keun
    • Culinary science and hospitality research
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    • v.19 no.1
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    • pp.164-178
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    • 2013
  • The purpose of this study is to determine the relative importance of Sanchoneo mandu attributes and find out differences between the determinants and attributes when purchasing mandu. The survey was conducted targeting 114 panels(aged 20~39 years old), who were university students and graduated university, from the period of June 18 to 22, 2012. The statistical data analyses were performed using SPSS/WIN 20.0 for conjoint analysis. The main results of this study were as follows : according to the analysis on the attributes and mandu made with Sanchoneo, the relative importance of mandu attributes was assessed in filling materials(33.09%), price(30.28%), shape of mandu(21.69%) and spicy level(14.94%). The most preferred Sanchoneo mandu was the one added with kimchi with price of 7000 won, oval shape, and mild taste.

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