• 제목/요약/키워드: Conjoint analysis

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컨조인트 분석(Conjoint analysis)을 이용한 한강 변 스카이라인 형태 선호도 분석 연구 - 한강 변 압구정 아파트지구를 중심으로 - (A Conjoint Analysis on the Preference Analysis of the Han River Skyline Focus on the Apgujeong Apartment District in the Han River Embankments, Seoul)

  • 강송희;장창희;이제승
    • 지적과 국토정보
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    • 제53권2호
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    • pp.79-92
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    • 2023
  • 서울의 이미지에 큰 영향을 주는 한강 스카이라인에 관한 관심이 높아지며, 한강 주변 아파트 단지재건축 계획에서 스카이라인 형태에 대한 고려가 중요해지고 있다. 서울시는 한강 연접부 아파트 높이 제한 기준을 없애고 대상지 특성에 맞는 적절한 높이를 계획해 유연하고 창의적인 스카이라인을 유도하고 있다. 그러나 기존 스카이라인 분석 방법은 구체적인 스카이라인 속성과 수준을 고려하지 않아, 새로운 서울의 스카이라인 계획을 위한 구체적인 선호 스카이라인 형태 제시에 한계가 있다. 또한, 디지털 트윈 3D 모델링 프로그램의 발전에도 아직까지 선호 형태를 반영하면서 도시 스카이라인을 효과적으로 관리할 수 있는 프로그램은 일부에 불과하다. 따라서, 본 연구에서는 도시 스카이라인을 효과적으로 관리할 수 있는 디지털 트윈 3D 모델링 프로그램 개발에 기여하고자 선호되는 스카이라인 형태 결정에 각 속성의 중요성을 평가할 수 있는 컨조인트 분석을 활용한다. 한강을 따라 위치한 재개발 계획이 있거나 곧 재개발이 들어가는 압구정 아파트 단지를 대상으로 한 선호 스카이라인 분석을 통해 본 연구는 디지털 트윈 3D 모델링 프로그램 개발을 위한 선호 스카이라인 형태의 기준을 제안한다. 또한, 이 개발 과정에서 컨조인트 분석이 유용한 방법으로 활용될 수 있음을 제안한다.

니트 소재 구성특성이 선호도에 미치는 영향 (Effect of Knit Fabric Constituent Characteristics on Preference)

  • 노의경;김성훈
    • 한국의류학회지
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    • 제32권4호
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    • pp.651-658
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    • 2008
  • Conjoint analysis estimates how much each of the attributes is valued on the basis of the choices consumers make among product concepts that are varied in systematic ways. The purposes of this research were to evaluate the relative importance of each fabric constituent characteristic for the consumer's utility or preference, to compare with the relative importance between the trained and the untrained panelists, and to identify the combinations of the constituent characteristic of knit fabric which offer consumers greater utility. Conjoint analysis was conducted using data taken from 54 trained and 54 untrained panelists, who rated preference for 12 different knit fabrics. The stitch length had a greater effect on knit fabric preference than the mixture ratio of fiber. There was no difference on effect of knit constituent characteristics for preference between the trained and the untrained panelists. Total, trained and untrained group preferred a knit fabric that had a higher acrylic mixture ratio and a short stitch length.

컨조인트를 이용한 현미와 흑미를 첨가한 삼각김밥의 선호 분석 (Conjoint Analysis with the Addition of Brown Rice and Black Rice in Triangular Gimbap of the Consumer Preference)

  • 김현아;이경희
    • 동아시아식생활학회지
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    • 제23권5호
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    • pp.662-669
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    • 2013
  • The purpose of this study is to examine consumers increased interest pertaining to the structural elements of the triangular gimbap. Through an investigation of their importance by attribute and the attribute's partial value, the preference of the triangular gimbap was obitained. The survey was conducted with a panel of two hundred and one university students, from January 7, 2013 to January 14, 2013. In order to achieve an optimal production of the triangular gimbap, the survey consists of 8 profiles with an orthogonal design for cross-validity authorization and reliability of the model. The statistical data analyses use SPSS/WIN 20.0 for the conjoint analysis. The results of this study indicate that the triangular gimbap, with 30% brown rice, mixed stuffing, weight of 100 grams, and a price of 800 won was selected. It is an estimation that new customers will be attracted to the triangular gimbap that consists of a variety of rice and stuffing.

컨조인트 분석에서 효율적인 문항 설계 (Efficient designs in conjoint analysis)

  • 정종희;임용빈
    • 품질경영학회지
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    • 제46권1호
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    • pp.27-38
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    • 2018
  • Purpose: A large number of attributes with mixed levels are often considered in the conjoint analysis. In the cases where attributes have two or three levels, we research on the efficient design of survey questionnaire to estimate all the main effect and two factor interaction effects with a reasonable size of it. Methods: To reduce the number of questions in a questionnaire, the balanced incomplete block mixed level factorial design with minimum aberration was proposed by Lim and Chung (2016). Based on the number of questions and that of the respondents in that design, D-optimality criterion is adopted to find efficient designs where the main effect and two factor interaction effects are estimated. Results: The list of the number of questions and that of the respondents in efficient designs for survey questionnaire are recommended based on the D-efficiency of each design and the proposed selection criteria for the number of both questions and the respondents. By analyzing all the respondents survey data generated by the simulation study, we find the proper model. Conclusion: The proposed methods of designing survey questionnaires seem to perform well in the sense that how often the proper model is found in a simulation study where all the respondents survey data are generated by the simulation model.

컨조인트 분석을 이용한 혼밥 소비자의 외식업체 선택속성에 관한 연구 (Studies of Restaurants to Identify the Selection Attributes, for Solo Diners using Conjoint Analysis)

  • 김현미;이지현;정라나
    • 한국식생활문화학회지
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    • 제32권4호
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    • pp.287-294
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    • 2017
  • This study analyzed the comparative importance of the selection of a restaurant for solo diners, and suggests a solution for the ideal type of the restaurant that are appealing to solo diners using conjoint analysis techniques. A total of 280 questionnaires were distributed to consumers who had experience dining alone from June $7^{th}$, 2017 to June $14^{th}$, 2017, and 261 were completed (93.21%). As a result, the importance of the attributes of the restaurant was found to be the menu for solo diners (36.92%), price (30.29%), seating for solo diners (20.87%), and serving time of food (11.91%). The ideal combination of selection attributes was found to be having a menu for a solo diner, having a seat for a solo diner, meal service time of less than 10 minutes, and a low price of 2,500won. These results will form a database that contributes to the development of differentiated products and is building marketing strategies that can satisfy the needs of solo diners.

컨조인트 분석에서 실용적인 설계, 분석 및 컨셉 최적화 (Practical Designs, Analysis and Concepts Optimization in Conjoint Analysis)

  • 임용빈;정종희;김주혜
    • 응용통계연구
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    • 제28권5호
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    • pp.951-963
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    • 2015
  • 마케팅 분야에서 활용되는 컨조인트 분석은 속성들간의 시너지 효과 혹은 적대적(상충적)인 효과의 존재 여부를 파악하는데 관심이 있다. 즉, 속성들의 모든 주효과와 이인자 교호작용효과의 크기 추정에 관심이 많다. 본 연구에서는 해상도가 V인 균형된 불완전 블록 일부요인설계를 이용함으로써 속성들의 모든 주효과와 이인자 교호작용효과들을 추정 가능하게 하는 설문지 문항의 설계 방법에 관해서 연구를 한다. 전체 응답자들에 대한 설문지 문항들의 총 묶음으로 구성된 설문지 자료를 분석하여 핵심적인 소수 효과들을 선별하고, 유의한 속성효과들로 표현된 적절한 모형을 찾은 다음에, 효율적인 컨셉 최적화를 수행한다.

Conjoint Analysis of User Needs in Mobile Payment Interface Design

  • Qi, Meng;Seo, Jonghwan;Byun, Jaehyung
    • 스마트미디어저널
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    • 제9권4호
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    • pp.73-80
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    • 2020
  • With the advent of the Internet era, consumer lifestyles have been changed tremendously, and mobile payment has carried out an increasingly extensive coverage of the people's life trajectory. Taking the design of the mobile payment interface as an example, we use a conjoint analysis method to survey college students in Guangxi, where questionnaires are collected from 270 people in different groups according to gender. The method separates the attributes that affect consumer choice of mobile payment interface design and the utility value of the attribute level to analyze consumer needs and preferences, and then obtains consumers' potential evaluation criteria for mobile payment interface design. The results of the study show that the attributes that influence consumers' choice of mobile payment interface design are, in order of preference: page layout, identification convenience, verification, module distribution, entertainment, and information encryption. Consumer groups of different genders show differences in their preferences in the mobile payment interface design and Consumer needs reflect consumer psychology. Several findings are obtained on the consumers' preferences on the mobile payment interface design, which may be used to improve future design processes.

Attributes of consumer preferences for black garlic

  • Kyeong Ho Kim;Jae Hwan Han
    • 농업과학연구
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    • 제49권2호
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    • pp.285-296
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    • 2022
  • Food consumption trends in Korea are becoming more health-oriented, and consumers have become interested in high-quality foods that are also beneficial to health. The goals of this study are to examine consumers' impressions of black garlic and to investigate the preferred optimal attribute combinations related to black garlic. To do this, a survey of 352 consumers was used to analyze the current status of consumer purchases of black garlic. A conjoint analysis was conducted to analyze certain aspects of consumer preferences, such as price, health functional food certification status, processing type, and taste. Consumers' purchase experiences with black garlic were relatively few, but those with purchase experience reported that they consumed it mainly for their health. The results show that consumers are not satisfied with the taste and flavor of black garlic despite their perceiving it as a beneficial food for health. Despite the fact that consumers' purchase intentions were found to be low, it can greatly increase if improvements in price, flavor, and taste can be realized and if offering substantial benefits. The results of the conjoint analysis of the preference attributes of black garlic products are as follows. Consumers considered price among the four attributes as most important. The taste of black garlic and the processing style were similar in terms of importance, and health functional food certification was less important. Finally, the results suggest that continuous improvements in price and flavor are needed to spread the consumption of black garlic.

A User Perspective on Smartphone by Using Conjoint

  • Sayassatov, Dulan;Cho, Namjae
    • Journal of Information Technology Applications and Management
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    • 제23권3호
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    • pp.49-59
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    • 2016
  • Rapid technological advancements and widespread adoption of smart phones in recent years provide students with new opportunities for getting knowledge and making researches in innovation century. As the penetration of smart phone devices in education increases, there is a large growth in the use of these devices especially among the youth. In spite of increasing importance of smart devices in education, the significant features of these technology devices for general learning have not been experientially addressed. In this study we are going to investigate the comparison of smart phone devices and find the necessary conditions for using mobile devices as an educational tool by a conjoint method. There will be five attributes: screen size, batter type, mobile OS, memory capacity and price. By surveying we got the results which showed us the respondents' desire of using specific smart phone; thus, we defined that screen size attribute is the most important device characteristic.

Analysis of Information Behavior in Determination of Product Specifications Based on a Conjoint Measurement Approach and a Fusion Model

  • Ishii, Kazuyoshi;Ichimura, Takaya;Hiraki, Shusaku
    • Industrial Engineering and Management Systems
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    • 제2권1호
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    • pp.55-62
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    • 2003
  • This paper deals with the difficulties involved in analyzing and designing a management system to reduce the risks and improve the productivity of new product development. In this paper, a method is described to analyze user information and determine product specifications based on a stimulus-response model, the conjoint measurement of users needs, and product characteristics deployment. The proposed method can analyze the effect of a partial price on the contribution ratio based on the order of preference of product profiles through a smaller number of product profiles. The strengths and weaknesses of this method are examined as the method is applied to the case study of a mobile computer intended for personal use.