• 제목/요약/키워드: Consumer Choice Model

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신기술제품의 시장점유율 예측을 위한 행위자 기반 수요확산모형에 대한 연구 (A Study on the Agent-based Model of Demand Diffusion for the Market Share of New Technology Product)

  • 원동규;임종연
    • 기술혁신학회지
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    • 제14권spc호
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    • pp.1256-1284
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    • 2011
  • 기존에 신기술제품 소비시장을 연구하기 위한 많은 모델이 있었으나, 소비자, 유통업자, 제조업자로 구성되는 가치사슬 단계의 전반적인 상호작용을 통한 시장의 움직임을 파악하는 연구는 미약하다. 이에 본 논문에서는 수요자, 유통업자, 제조업자로 구성되는 다중행위자와 소비자선택이론의 상호작용을 통해 신기술상품의 구매에 대한 수요확산을 시뮬레이션하였다. 본 연구는 신기술상품 구매 시의 소비자의 선호도를 분석하고자 컨조인트 분석을 적용하여 선호도 계수를 추정하였으며 행위자기반모형을 통해 신기술 채택 및 인센티브 제공 여부에 따른 소비행태를 시뮬레이션 분석하였다. 분석결과 기술제품의 시장점유율은 재고수준에 따른 인센티브의 제공과 신기술제품의 상품적용에 따른 소비자층의 제품수용이 조화롭게 이루어질 때 상승하는 것으로 나타났다.

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국내 외식소비자의 소비성향이 테마 레스토랑 방문 만족에 미치는 영향 - 레스토랑 선택을 조절효과 중심으로 - (The Influence of the Propensity to Consume of the Domestic Consumer Eating Out on the Satisfaction of Visiting the Themed Restaurant)

  • 양동휘;김찬우
    • 한국조리학회지
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    • 제22권8호
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    • pp.17-26
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    • 2016
  • This study conducted to identify the influence of consume propensity on the visiting satisfaction among 253 people who visited the themed restaurants across the country within two months from the date of January 7, 2016. The result of this study are as following: Sociality, impulsivity, and planning are used for estimating the propensity to consume, and sociality (${\beta}=.551$, p<.001), impulsivity (${\beta}=.094$, p<.05), and planning (${\beta}=.328$, p<.001) had the significant positive (+) influence on satisfaction. Second, the choice of the themed restaurant had the significant positive (+) influence on the all variables of consume propensity in the first stage model that the propensity to consume of consumers was considered as an independent variable. In the second stage input model, the choice of restaurant (${\beta}=0.228$, p<.01) had the significant positive influence. That is, the choice of restaurants generally elevated the satisfaction of visiting the themed restaurants. In the third stage that the interaction between the propensity to consume of consumers was considered as an independent variable. The results show there was the significant positive (+) regulation effect with sociality (${\beta}=.108$, p<.05) and planning (${\beta}=.167$, p<.05), but there was no influence with impulsivity.

Effect of Social Norm on Consumer Demand: Multiple Constraint Approach

  • Choi, Sungjee;Nam, Inwoo;Kim, Jaehwan
    • Asia Marketing Journal
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    • 제22권1호
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    • pp.41-60
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    • 2020
  • The goal of the study is to understand the role of social norm in purchase decisions where demand is revealed in the form of multiple-discreteness. Consumers are socially engaged in various activities through the expectation from others in their community. Actions or decisions are likely to reflect this influence. This implicit or explicit social norm is revealed as the rules, regulations, and standards that are understood, shared, endorsed, and expected by group members. When consumers' decisions are in distance from the norm, they come to face discomfort such as shame, guilt, embarrassment, and anxiety. These pressure act as a constraint as opposed to utility in their decision making. In this study, the effect of social norms on consumer demand is captured via multiple constraint model where constraints are not only from budget equation but also from psychological burden induced by the deviation from the norm. The posterior distributions of model parameters were estimated via conjoint study allowing for heterogeneity via hierarchical Bayesian framework. Individual characteristics such as age, gender and work experience are also used as covariates for capturing the observed heterogeneity. The empirical results show the role of social norm as constraint in consumers' utility maximization. The proposed model accounting for social constraint outperforms the standard budget constraint-only model in terms of model fit. It is found that people with longer job experience tend to be more robust and resistant to the deviation from the norm. Incorporating social norm into the utility model allows for another means to disentangle the reason for no-purchase as 'not preferred' and 'not able to buy'.

이단계 군집분석에 의한 농촌관광 편의시설 유형별 소비자 선호 결정요인 (Determinants of Consumer Preference by type of Accommodation: Two Step Cluster Analysis)

  • 박덕병;윤유식;이민수
    • 마케팅과학연구
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    • 제17권3호
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    • pp.1-19
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    • 2007
  • 본 연구에서는 농촌관광 방문객에게 제공되는 편의시설을 유형화하고 어떤 특징을 가진 방문객이 어떤 편의시설을 선호하는지를 규명하기 위한 방법과 그 분석결과를 제시하였다. 이를 위하여 우선 2단계 군집분석법을 사용하여 농촌관광 편의시설을 유형화하였다. 그 다음으로 군집분석에 사용되는 변인이 범주형 변인이 있을 경우 전통적인 군집분석 방법을 적용할 수 없기 때문에 2단계 군집분석을 하였다. 본 연구는 2단계 군집분석법이 범주형 변인으로 측정된 농촌관광의 편의시설을 유형화하는 데 매우 유용하다는 것을 보여 주고 있다. 다중로짓 모형을 사용하여 특정 편의시설 유형을 선호할 확률에 영향을 미치는 농촌관광 방문자의 사회인구학적 특성과 여행특성을 규명하였다. 즉, 다중로짓 모형을 통해 참조항(일반농가형)으로 설정된 편의시설 유형에 비해 특정 편의시설을 선호할 확률에 영향을 미치는 소비자의 특성을 규명할 수 있다는 것이 본 연구의 특징이다.

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디지털컨버전스 제품에 대한 소비자만족모델 (Consumer Satisfaction Model for Digital Convergence Products)

  • 유현정
    • 가정과삶의질연구
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    • 제27권5호
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    • pp.25-42
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    • 2009
  • This study examines the actual state of using digital convergence products by consumers, and analyzes the expectation that consumers have regarding digital convergence products and the actual satisfaction of the digital convergence products. In addition, it analyzes factors affecting the satisfaction with digital convergence products. First, mobile phones, which 99.4% of those surveyed had, cameras, which 90.6% had, and mp3s, which 71.8% had, were found to be necessities. Second, the ratio of owning digital convergence products was 79.5%, 48.1%, and 52.4%, respectively. In the case of a mobile phones, a digital convergence type is already common. Third, regarding the reason for purchasing digital convergence products, they chose convergence products because there was no product with a simple function that they wanted to have: 38.2% in terms of a mobile phone, 47.2% for a camera, and 28.2% for an mp3. This shows that a consumer's choice was infringed in a great deal at the back of remarkable quantitative growth in digital convergence products. Fourth, the analysis of the factor regarding the consumer's expectation on digital convergence products showed 3 kinds of factors, i.e., expectation of benefit, expectation of risk, and expectation of situation. Fifth, as a result of analyzing the structural model regarding the effect on satisfaction by a consumer's expectation and the outcome on digital convergence products, all the expectations and outcomes of benefit, risk, and situation did not have a direct effect on satisfaction. Only an indirect effect through inconsistency showed a statistical significance.

고객만족모형의 기대 딜레마 : 확산과 기대불일치의 통합모형 (The Expectation Dilemma of Customer Satisfaction Model : A Unified Model of Expectancy Disconfirmation and Diffusion)

  • 박상준;김현철
    • 한국경영과학회지
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    • 제28권2호
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    • pp.61-74
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    • 2003
  • Many firms try to enhance the customer satisfaction, because they believe that higher customer satisfaction leads to superior returns. According to expectancy disconfirmation model, consumers judge the satisfaction in comparison with their expectations about the product performance. If the performance is above the expectations, increase in satisfaction is expected. If the performance is below the expectations, decrease in satisfaction is expected. This explanation contradicts our beliefs that higher expectation leads to consumer's choices. To address the contradiction, this paper present a unified model which combines the expectancy disconfirmation model with the well-known diffusion model. The unified model shows that the expectation can increase the choices even if the expectation decreases the satisfaction.

건강검진 수검 및 검진유형 선택의 결정요인 (Determinants of the Use and Type of Comprehensive Medical Examination Services)

  • 문관식;김양균;장혜정
    • 보건의료산업학회지
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    • 제10권2호
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    • pp.83-97
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    • 2016
  • Objectives : This study analyzed the factors that determine the use and type of medical examination services (MES) to develop a model explaining the use behavior of MES which could consequently contribute to policy implications for medical examinations. Methods : Based on Anderson's healthcare utilization model, the MES utilization model was developed by including the perceived needs for MES. The data were collected from an online survey of a population aged 20-39 years and from a telephone survey of a population aged 40 years or older, respectively. Chi-Square tests and hierarchical logistic regression analyses were done with SAS version 9.3. Results : Generally, as health status became lower, the use of MES increased. However, patients with two or more chronic diseases were less likely to use private MES compared to patients with one chronic disease. The perceived needs for MES were only related to the use of service and not to the choice of the MES type. Conclusions : There were different results for the significant determinants between the use of the MES and the choice of the MES type. The healthcare industry needs to aware of consumer needs to provide MES based on empirical findings.

Study on the Selection Determinants on Consumers Purchasing Agricultural Products via Direct Market

  • LEE, Jae-Wan;KIM, Jae-Jin
    • 동아시아경상학회지
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    • 제8권3호
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    • pp.43-56
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    • 2020
  • Purpose - This study was carried out to analyze the influential factors of how consumers methodize purchasing agricultural products via direct market. It further utilizes the Discrete Choice Model to analyze consumer decision specifically with regards to individual markets and store attributes. Research design and methodology - This study will use the multinomial logit model to interpret the influential factors behind selecting a specific market to purchase from. This study establishes 'online direct-purchase' as the base category with 'direct farm markets', 'local foods direct markets', 'produce boxes (CSA)' as substitutes. Results - Firstly, the variety of products, price and freshness had a positive influence on choosing 'direct farm markets' while convenience of payment and transportation had a negative influence. Second, freshness and store attributes had a positive influence on choosing 'local foods direct markets' but product price and packaging, location accessibility had a negative influence. And although product creditability had a positive influence on purchasing 'produce boxes (CSA)', product price had a negative influence. Conclusions - Accordingly, there is a need for the South Korean government to encourage the adoption of mobile payment through smartphone applications in direct farm markets to vitalize direct agricultural purchasing. However, this does need to be approached cautiously as price has a conflicting affect for each method of purchase.

충남 친환경학교급식의 농식품 속성 가치 분석: 감자, 콩나물, 토마토를 중심으로 (Analysis on the Value of Attributes of Agricultural Products for Chungnam School Food Service: Focused on Potato, Bean Sprouts and Tomato)

  • 양성범
    • 한국유기농업학회지
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    • 제29권1호
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    • pp.25-39
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    • 2021
  • The objective of this study is to analyze the value of attributes of agricultural products in school food service using hedonic price model and choice experiment. In the case of potatoes, bean sprouts, and tomatoes, environment-friendly agricultural products rather than conventional ones, and domestic price premiums exist rather than Chungnam. The higher the price, the higher the margin rate. Conventional agricultural products were more profitable than environment-friendly ones, and domestic products were more profitable than Chungnam. In consumer preferences, environment-friendly agricultural products are preferred over conventional agricultural products and local products (Chungnam, Cheonan, Asan) rather than domestic ones. This is the opposite result of the Hedonic price model estimation that Chungnam has a lower price premium than domestic in the case of origin. This study is meaningful by analyzing the attribute value of agricultural products used for school meals in Chungnam and comparing them with the willingness to pay consumers. With the results of this study, it is necessary that discussions on supplementing the value of local products used in Chungnam school food service.

The Role of Virtual Community Participation and Engagement in Building Brand Trust: Evidence from Pakistan Business Schools

  • TABISH, Muhammad;BASHIR, Muhammad Adnan;ALAM, Muhammad Mansoor;LONG, Zalizah Awang;RAHMAT, Mohd. Khairil
    • The Journal of Asian Finance, Economics and Business
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    • 제9권3호
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    • pp.399-409
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    • 2022
  • The purpose of this study is to examine the role of virtual community participation and engagement in the brand decision by building community and brand trust. In this study, two theories (Social Capital Theory and Theory of Collective Action) were tested. Both theories were linked based on existing literature, and empirical evidence was obtained through testing hypotheses. Students from five prestigious Pakistani business schools provided a total of 849 replies. The measurement model and structural model were both analyzed using the partial least square (PLS) method. The findings show that virtual community engagement and participation have a positive and significant impact on virtual community trust. Although virtual community engagement has a positive effect on brand trust, we found no evidence of a link between virtual community participation and brand trust. Later, these trusts positively influence brand choice. This study has several managerial implications. The suggested model of this study helps managers to get customers' insight, choose the right target market, and set integrated marketing communication strategies besides social media marketing strategies. The study represents a new perspective of consumer behavior that helps to understand how a customer behaves in virtual communities to trust and take the final decision to purchase.