• Title/Summary/Keyword: Conjoint model

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Factors Affecting Breast Cancer Screening Behavior in Japan - Assessment using the Health Belief Model and Conjoint Analysis

  • Tsunematsu, Miwako;Kawasaki, Hiromi;Masuoka, Yuko;Kakehashi, Masayuki
    • Asian Pacific Journal of Cancer Prevention
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    • v.14 no.10
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    • pp.6041-6048
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    • 2013
  • Background: Japanese women in their 40s or older have been encouraged to attend breast cancer screening. However, the breast cancer screening rate in Japan is not as high as in Europe and the United States. The aim of this study was to identify psychological and personal characteristics of women concerning their participation in breast cancer screening using the Health Belief Model (HBM). In addition, the attributes of screening more easily accepted by participants were analyzed by conjoint analysis. Materials and Methods: In this cross sectional study of 3,200 age 20-69 women, data were collected by an anonymous questionnaire. Questions were based on HBM and personal characteristics, and included attitudes on hypothetical screening attributes. Data of women aged 40-69 were analyzed by logistic regression and conjoint analysis to clarify the factors affecting their participation in breast cancer screening. Results: Among responses collected from 1,280 women of age 20-69, the replies of 993 women of age 40-69 were used in the analysis. Regarding the psychological characteristics based on HBM, the odds ratios were significantly higher in "importance of cancer screening" (95%CI: 1.21-2.47) and "benefits of cancer screening" (95%CI: 1.09-2.49), whereas the odds ratio was significantly lower in "barriers to participation before cancer screening" (95%CI: 0.27-0.51). Conjoint analysis revealed that the respondents, overall, preferred screening to be low cost and by female staff members. Furthermore, it was also clarified that attributes of screening dominant in decision-making were influenced by the employment status and the type of medical insurance of the women. Conclusions: In order to increase participation in breast cancer screening, it is necessary to disseminate accurate knowledge on cancer screening and to reduce barriers to participation. In addition, the attributes of screening more easily accepted were inexpensive, provided by female staff, executed in a hospital and finished in a short time.

Developing Price Response Functions for Internet Content Services (인터넷 콘텐츠 서비스에 있어서 가격반응함수의 추정에 관한 연구)

  • Lee, Jung-Woo;Lee, Se-Yoon
    • The Journal of Society for e-Business Studies
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    • v.14 no.1
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    • pp.93-120
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    • 2009
  • Content services on the Internet is getting attention as a new business model, selling digital content in real-time on the web. However, most of these content-based business is based on advertisement model rather than direct-payment-based business model. One of the difficulty in setting up charge-based content service is that the pricing paradigm of digital content is different from traditional pricing of products or services. The objective of this study is to empirically derive the feasible price response functions for these content services. Based on conjoint analysis of popular attributes of digital content, several price response function models were fitted against the conjoint data, using online movie viewers' preferences for different attributes of the service. Fitted function models were linear, multiplicative, exponential, attraction, and Gutenberg models. attraction model was found to be well-fit with the data for several specific combinations of attributes. Implications for pricing strategy is discussed at the end.

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The Design of Business Model Based on the Consumer Context of Social Commerce (소셜커머스의 소비자 컨텍스트를 기반한 비즈니스모델 설계)

  • Kim, Joon-Woo;Kim, Young-Ae;Shin, Ho-Kyun
    • The Journal of Information Systems
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    • v.21 no.1
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    • pp.93-116
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    • 2012
  • Internet users' desire to share shopping experiences has resulted in the appearance of the paradigm shift called social commerce, which combines social media with commerce. However, while foreign market realizes social commerce in a various way, current domestic social commerce market still seems to be highly filled with social shopping sites offering 50 percent discount, thus causing concerns about market distortion from a cutthroat competition. In order to overcome the limitations of social commerce remaining in the early stage, and to enhance the communication among consumers, this study conducted an empirical study on the social-commerce business models design based on context. The results of the study brought the imaginary, optimal combination model by conjoint analysis, using the segmented group through cluster analysis. To overcome the uniformity of social commerce and to enhance communication among consumers, the context-based optimal combination model should be proposed as the alternative social commerce business model in the domestic market which remains as a simple group-purchase function. Furthermore, this study will be used as an informative reference designing customer oriented service model for social commerce business.

Measuring the Factor Influencing Tourist Preferences for Leaf Mustard Kimchi (관광객의 갓김치에 대한 선호도에 미치는 영향요인 평가)

  • Jeong, Hang-Jin;Kang, Jong-Heon
    • Journal of the Korean Society of Food Culture
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    • v.21 no.4
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    • pp.414-419
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    • 2006
  • The purpose of this study was to measure the factor influencing tourist preferences for leaf mustard iimchi. Among 250 questionnaires, 230 questionnaires were utilized for the analysis. Frequencies, 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. Second, it was found that total respondents and three clusters regarded taste and price as the very important factor. Third, it was found that the first cluster most preferred product with light red color, plain package, and mild taste sold at a cheap price in factory. The second cluster most preferred product with light red color, plain package, and moderately pungent taste sold at a expensive price in factory. The third cluster most preferred product with dark red color, shaped package, and highly pungent taste sold at a cheap price in factory. Fourth, it was found that the first cluster most preferred simulation product with light red color, shaped package, and mild taste sold at a cheap price in factory. The second cluster most preferred simulation product with light red color, shaped package, and moderately pungent taste sold at a cheap price in factory. The third clutter most preferred simulation product with dark red color, shaped package, and highly pungent taste sold at a cheap price in factory.

Analysis on the Demand for Ubiquitous Healthcare Services: Focusing on Home-based Telemedicine and Telehealthmanagement Services (유헬스 서비스 수요 분석: 댁내기반 원격의료.건강관리서비스를 중심으로)

  • Koh, Dae-Young;Cho, Hyun-Seung
    • Journal of Information Technology Services
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    • v.10 no.3
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    • pp.265-284
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    • 2011
  • The purpose of this study is to analyze the demand for telemedicine and telehealthmanagement services, which are key elements of home based u-health. The conjoint analysis, which is a conventional method for demand analysis for newly introduced products, is employed, utilizing the survey data on 500 seoul citizens. Further, multivariate probit model is used to estimate the demand. The result shows that the demand for telemedicine services is greater than that of telehealthmanagement services. Further, home-based u-health services will play a role as a complementary for face-to-face medical treatments, rather than a substitute. Meanwhile, the demand for home-based u-health services is found to be very sensitive to price.

Development of a Conjoint-CHP Model for Setting and Selecting Technological Alternatives' Module (기술대체모듈의 설정 및 선정을 위한 컨조인트-CHP모형의 개발)

  • Kim, Ki-Chan;Ahn, Ki-Hyun;Kwon, Cheol-Shin
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2008.10a
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    • pp.440-443
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    • 2008
  • In this research, we develop the model of selecting and setting technology modular alternatives. We compose the selecting process(CHP) after setting technology modular alternatives based on technical couple by Conjoint Analysis(CA). Through this process, we can have several advantages. (1) Increasing the accuracy of R&D project evaluation (2) Declining the load of pair-wise comparison

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Development of a Conjoint-CHP Model for Setting and Selecting Technological Alternatives' Module (컨조인트-CHP을 통한 최적 기술의 설정 및 선정모형)

  • Kim, Ki-Chan;Ahn, Ki-Hyun;Kwon, Cheol-Shin
    • Proceedings of the Korean Society for Quality Management Conference
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    • 2010.04a
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    • pp.386-389
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    • 2010
  • In this research, we develop the model of selecting and setting technology modular alternatives. We compose the selecting process(CHP) after setting technology modular alternatives based on technical couple by Conjoint Analysis(CA). Through this process, we can have several advantages. (1) Increasing the accuracy of R&D project evaluation (2) Declining the load of pair-wise comparison.

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Fashion Brand Collaboration, with Whom and What to Collaborate? -Proposing a Strategic Collaboration Model, according to the Level of Clothing Involvement- (패션브랜드 제휴-누구와 무엇으로 제휴할까? -의복관여수준에 따른 전략적 제휴모형 제안-)

  • Lee, Hye-Rim;Lee, Soo-Jin
    • Journal of the Korean Society of Clothing and Textiles
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    • v.32 no.9
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    • pp.1467-1477
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    • 2008
  • This research examined how customers evaluate fashion brand collaborations in speculating the collaboration factors, product, model, and designer. Respondents evaluated 8 different collaborate case cards from 1 to 8, presenting a certain fashion brand, who had recently teamed up with various kinds of product companies for collaboration. Product was found as the most important factor in evaluating the collaboration case cards, analyzed through Conjoint Analysis. Respondents segmented additionally by clothing involvement valued different collaboration factors; products for the high clothing involvement group and messenger and designer for the low clothing involvement group. All the segments and respondents chose the best the card presenting blue jeans, Mr. Chang, and B.S. Choi, as similarity for products, fame for mdoel, and similarity for designer, respectively.

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

  • Kim, Hyun-Ah;Lee, Kyung-Hee
    • Journal of the East Asian Society of Dietary Life
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    • v.23 no.5
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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.

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

  • Lim, Yong B.;Chung, Jong Hee;Kim, Joo H.
    • The Korean Journal of Applied Statistics
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    • v.28 no.5
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    • pp.951-963
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    • 2015
  • The conjoint analyst in marketing are anxious to know whether there exist synergy or antagonistic effects between two attributes. That is to say, they are interested in estimating the main effects as well as the two factor interaction effects.We research the design of survey questionnaire so that all the main effects and two factor interaction effects are estimable by employing the resolution V balanced Incomplete Block Fractional Factorial Design. We screen vital few effects, find the proper model and obtain information for efficient concepts optimization by analyzing all respondents survey data.