• 농업과학연구
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• 제46권4호
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• pp.955-969
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• 2019

Analyzing on-line consumer responses is directly related to the management performance of food companies. Therefore, this study collected and analyzed data from an on-line portal site created by consumers about food companies with issues and examined the relationships between the data and the management performance. Through this process, we identified consumers' awareness of these companies obtained from big data analysis and analyzed the relationship between the results and the sales and stock prices of the companies through a time-series graph and correlation analysis. The results of this study were as follows. First, the result of the text mining analysis suggests that consumers respond more sensitively to negative issues than to positive issues. Second, the emotional analysis showed that companies' ethics issues (Enterprise 3 and 4) have a higher level of emotional continuity than that of food safety issues. It can be interpreted that the problem of ethical management has great influence on consumers' purchasing behavior. Finally, In the case of all negative food issues, the number of word frequency and emotional scores showed opposite trends. As a result of the correlation analysis, there was a correlation between word frequency and stock price in the case of all negative food issues and also between emotional scores and stock price. Recently, studies using big data analytics have been conducted in various fields. Therefore, based on this research, it is expected that studies using big data analytics will be done in the agricultural field.

• 지능정보연구
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• 제22권4호
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• pp.157-176
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• 2016

스마트폰, 태블릿PC와 같은 모바일 기기의 확산과 더불어 앱의 보급도 크게 늘어나면서 우리 일상의 다양한 분야에서 활용되고 있다. 게임, 생활, 엔터테인먼트, 정보, 전자상거래 등 다양한 종류의 수많은 앱이 생겨나고 있으나, 그들 중 대부분이 사용자의 구매 선택조차 받지 못하고 있으며, 구매가 이루어진 이후에도 많은 수는 오랫동안 사용되지 않고 외면당하고 있다. 사용자가 앱을 선택하고 사용하는 데에 영향을 미치는 요인을 찾는 연구는 사용자에게 적합한 앱을 선별적으로 추천하는 데에 활용됨으로써 마케팅 효과를 높일 수 있다는 점에서 앱 개발자나 배포자 및 사용자 모두에게 기여하는 실무적 가치가 크다고 할 수 있을 것이다. 이런 관점에서, 본 연구는 앱의 사용에 영향을 미치는 요인이 앱 유형별로 어떻게 달라지는지를 파악하려는 목적에서 수행되었다. 앱 사용에 영향을 미치는 요인으로서 사용자의 인구통계학적 특성뿐만 아니라 사용자가 앱을 구매하고 사용한 경험, 구매 시 참고한 앱에 대한 객관적 평가인 별점, 마케팅의 수단으로서 상품의 소개 화면에 노출되는 배지(Badge)의 영향을 살펴보았다. 사용자의 앱 선택에 영향을 미치는 요인에 대한 기존 연구들은 대부분 설문에 대한 응답 결과를 분석에 사용함으로써 사용기록이 정확히 반영하지 못하는 한계점을 갖는 반면, 본 연구는 특정한 기간 동안 사용자의 실제 사용기록 전체를 측정하고 수집하여, 이 데이터를 기반으로 분석을 실시했다는 점에서 큰 의의를 갖는다고 할 수 있다. 사용자가 자신의 모바일 기기에 설치된 다양한 앱을 설치해놓고 이들 중 자신의 필요에 적합한 것을 선택하여 사용하게 되는데, 이 선택에 영향을 미치는 요인이 카테고리 별로 다를 것이라는 점을 고려하여, 다변량 프로빗 모형을 활용하여 분석을 실시하였다. 분석결과로 앱 사용에 영향을 미치는 요인이 앱 카테고리 별로 달라지는 것과 앱 카테고리 선택 간의 상관관계를 제시하였으며, 사용자의 앱사용 목적에 따라 쾌락성(Hedonic)과 실용성(Utilitarian)으로 구분지어 설명하였다.

• 한국의류학회지
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• 제41권2호
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• pp.254-265
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• 2017

This study examines the possibility of a neuro-scientific approach to fashion Visual Merchandising (VM), by researching the brain activation of customers about fashion stores in terms of VM. Study subjects were in 20's-30's residing in Busan and ten ordinary person or fashion industry related individuals, it measures the change of cerebral blood flow on positive/negative photo stimulus in terms of VM using a functional Near Infrared Spectroscopy (fNIRS) device, and then compared the brain activation to the difference of the fashion store VM. Photo stimuli utilized in the experiment were selected through a preliminary study in advance. The results of this study are as follows. First, the brain activation was found in all 16 channels of stimulus ranges of fashion store VM regardless of positive/negative stimulus. This means that the VM of fashion store causes changes to the cerebral blood flow of consumers, which implies that consumer behavior can be affected by store VM. It also shows that the brain is more active in negative VM stimulus than positive VM despite slight differences in the subjects. In terms of VM, this suggests that the negative factors of fashion stores have a greater effect on the brains of consumers compared to the positive factors. Second, the reaction of the brain channel is different according to the positive/negative VM stimulus of the fashion store by product group and confirms that positive/negative VM stimulus can be distinguished by brain-reaction for the three product groups except for the underwear group among four product groups (men's wear store, women's wear store, underwear store, and sportswear store). The results indicate that more objective scientific measure and decision-making are possible through neuro-science in the strategic execution of VM. This study verified the possibility for a neuro-scientific approach to fashion VM; therefore, there are expectations for the various activation of interdisciplinary research and subsequent development of VM that utilize neuroscience in fashion marketing.

• Asia Marketing Journal
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• 제14권1호
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• pp.131-157
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• 2012

현재 치열한 경쟁상황 속에서 기업들은 소비자들이 다른 대안으로 전환하는 것을 막기 위한 다양한 전략들을 실행하고 있으며, 이 중에서 전환장벽을 이용하는 전략은 고객유지와 관련해 매우 효과적인 것으로 알려져 있다. 하지만 전환 장벽으로 인해 새로운 대안으로 바꾸지 못하고 현재 서비스제공자와의 관계를 유지해야 하는 소비자 입장에서도 전환장벽이 긍정적일 것인가? 심리적 반작용이론에 의하면, 사람들은 어떤 자유가 위협받거나 제거될 때, 그 자유를 되찾는 방향으로 동기부여 되거나 어떤 부정적 반응을 보일 수 있다고 하였다. 전환장벽 역시 전환의 자유를 제약한다는 점에서 소비자의 부정적 반응을 유발할 수 있으므로, 본 연구는 전환장벽으로 인해 다른 대안을 단념해야 하는 상황에서 소비자가 경험할 수 있는 부정적 심리 반응과 그에 영향을 주는 변수들에 초점을 맞춘다. 연구가설에서, 부정적 심리반응에는 '이전선택에 대한 후회', '현재 제공자에 대한 원망', '좌절된 제공자에 대한 열망'을 포함하였으며, 전환좌절 상황의 특성-'좌절된 대안의 매력성', '전환 장벽의 심각성'-이 이러한 반응들에 영향을 줄 것으로 가정하였다. 그리고 이러한 전환 좌절상황의 특성이 주는 부정적 영향은 현재까지 해당 제공자로부터 받은 대우에 따라서 달라질 것으로 보고 지각된 공정성을 조절변수로 추가하였다. 연구 결과 전환좌절상황의 특성과 부정적 심리반응의 관계는 모두 지지된 반면, 지각된 공정성의 조절효과는 대부분의 관계를 상호작용 공정성이 조절하는 것으로 나타나 일부만이 지지 되었다. 이러한 결과는 전환 장벽의 긍정적 측면에만 영향을 밝혀온 기존 연구의 한계점보완하고 있으며 그에 따른 이론적 실무적 시사점을 제공해준다.

• 벤처창업연구
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• 제1권2호
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• pp.101-134
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• 2006

본 연구는 온라인 쇼핑몰의 쿠폰판촉이 소비자의 구매행동에 미치는 영향을 검증하였다. 분석 결과는 다음과 같다. 첫째, 쿠폰 인지정도에 따라서는 F-검증을 실시한 결과 쿠폰의 인지여부에 딸 쿠폰 제공시 사용의사와 쿠폰 제공시 재사용의사에서는 유의미한 차이가 있는 것으로 나타났다. 둘째, 쿠폰의 사용경험에 따른 구매행동의 차이를 전체적으로 살펴보면 쿠폰사용 경험이 있다가 없다보다 높은 평균을 보여 유의미한 차이가 있는 것으로 나타났다. 이러한 결과는 쿠폰 사용경험에 따라 구매행동에 차이가 있음을 시사하고 있다. 셋째, 구매행동과 쿠폰의 비용/편익 자각의 관계를 살펴보면 뚜렷한 정적 상관관계가 있는 것으로 나타났다. 이는 쿠폰의 비용/편의 자각이 높을수록 구매행동이 높아짐을 의미한다. 넷째, 구매행동은 쿠폰사용을 즐김과 쿠폰 사용습관과 가장 관계가 높음을 발견하였다.

• 마케팅과학연구
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• 제5권
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• pp.171-204
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• 2000

This paper intends to investigate the hierarchical effects of personality variables and values on pro-environmental product purchase and recycling behaviors mediated by 3 factor environmental attitudes. Previous literature review on pro-environmental behaviors has three categories of research trends. The first category generally done during 70's and early 80's is mainly focused on identifying pro-environmental consumer groups. Second stream of studies has focused on the mediating and moderating effects of variables, such as PCE, environmental knowledge, the perceived importance of behavioral consequences etc., on various pro-environmental behaviors. The last and latest trends of literature is focused on hierarchical and interactive effects of variables on behaviors. Following the trends of literature is review of such specific variables as social responsibility, community mindedness, locus of control, values, and environmental attitudes. The result shows that both locus of control and social responsibility have positive effects on two of environmental attitudes, harmony with nature and limits to growth, but community mindedness did not have effects on environmental attitudes. And social belonging value has positive effects on two of environmental attitudes, limits to growth and nature over human, and environmental value has positive effects on the formation of harmony with nature and limits to growth. But self-actualization has negative effects. And it's also suggested the positive effects of environmental attitudes on purchase and recycling behaviors. Specifically, all environmental attitude variables have positive effects on the formation of pro-environmental product purchase and recycling behaviors except in case of the effects of nature over human to recycling. And it's also revealed that pro-environmental product purchase is a preceeding behavior to recycling behavior, which suggest that consumers have to purchase environment friendly and recyclable products in order to engage in effective recycling behavior. Various applications of the results are discussed in the conclusion.

• 한국IT서비스학회지
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• 제15권2호
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• pp.169-184
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• 2016

Smartphone use is rapidly spreading due to the advantage of being able to connect to the Internet anytime, anywhere--and mobile app development is developing accordingly. The characteristic of the mobile app market is the ability to launch one's app into foreign markets with ease as long as the platform is the same. However, a large amount of prior research asserts that consumers behave differently depending on their culture and, from this perspective, various studies comparing the differences between consumer behaviors in different countries exist. Accordingly, this research, which uses online product reviews (OPRs) in order to analyze the cultural differences in consumer behavior comparatively by nationality, proposes to compare the U.S. and South Korea by selecting ten apps which were released in both countries in order to perform a sentimental analysis on the basis of star ratings and, based on those ratings, to interpret the sentiments in reviews. This research was carried out to determine whether, on the basis of ratings analysis, analysis of review contents for sentiment differences, analysis of LDA topic modeling, and co-occurrence analysis, actual differences in online reviews in South Korea and the U.S. exist due to cultural differences. The results confirm that the sentiments of reviews for both countries appear to be more negative than those of star ratings. Furthermore, while no great differences in high-raking review topics between the U.S. and South Korea were revealed through topic modeling and co-occurrence analyses, numerous differences in sentiment appeared-confirming that Koreans evaluated the mobile apps' specialized functions, while Americans evaluated the mobile apps in their entirety. This research reveals that differences in sentiments regarding mobile app reviews due to cultural differences between Koreans and Americans can be seen through sentiment analysis and topic modeling, and, through co-occurrence analysis, that they were able to examine trends in review-writing for each country.

• 복식문화연구
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• 제15권1호
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• pp.25-36
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• 2007

As the materials being used in children's clothing become diverse, the number of reported problems related to various aspects of washing and wearing is increasing. Many customers experience great dissatisfaction when using these children's garments due to their lack of professional knowledge in washing, fabric, and detergents. Thus, this paper focuses on various cases in which housewives have experienced product damage after washing their children's garments according the prescribed directions. Of particular interest is how the consumers respond to such damage in garments and how their experiences with garment damage affect the sellers of these garments. A total of 292 housewives with children less than 8 years old living in Seoul responded to our survey, out of which 83 reported to have suffered negative consequences. By analyzing the 83 responses, the following results were found: First, the problems reported by the housewives in regards to washing children's garments were mostly related to the durability or color change problems. Secondly, the most favored means of response to garment damage were 'complaining directly to the seller' (16.7%) and 'complaining at the customer service department of the manufacturer or seller' (13.5%). Thirdly, among the actions they requested to the seller/manufacturer, 'ask for an exchange' marked the highest. Lastly, respondents admitted that their experiences with garment damage as well as the attitude or response of the manufacturer/retailer to their complaints would influence their repurchase intention.

• 디지털융복합연구
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• 제10권9호
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• pp.281-287
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• 2012

본 연구는 한국 소비자들의 명품 소비행동과 관련된 요인들로 밝혀진 구매동기요인 및 사용혜택요인들을 중심으로 구매의도에 미치는 인과구조적 관계성을 알아보고자 하였다. 선행 문헌분석을 토대로 한국인의 명품구매동기와 사용혜택요인들에 대한 요인구조에 대해 살펴보았으며, 이러한 요인들이 명품 구매의도와 어떤 관계성이 있는 가를 확인하였다. 연구결과 첫째, 소비자들이 명품을 구매하는 동기와 명품을 사용함으로써 얻는 혜택요인들 간의 관련성을 확인한 결과, 물질적 동기는 경제적 혜택과 실용적 혜택요인에 긍정적 영향을 미치고 있는 것으로 나타났으며, 심리적 동기는 개인적 혜택과 사회적 혜택 및 경제적 혜택요인에 긍정적 영향을 미치고 있는 것으로 나타났다. 둘째, 소비자들의 명품 구매동기 요인이 구매의도에 미치는 관련성을 확인한 결과, 물질적 동기는 유의미한 영향이나 관계가 나타나지 않았으나, 심리적 동기는 긍정적 영향을 미치고 있는 것으로 나타났다. 셋째, 명품 사용 혜택요인들이 구매의도에 미치는 관련성을 확인한 결과, 개인적, 경제적, 실용적 혜택요인들은 유의미한 영향이나 관계가 나타나지 않았으나, 사회적 혜택요인은 부정적 영향을 미치고 있는 것으로 나타났다. 마지막으로 이러한 요인들 간의 매개효과 측면을 확인한 결과, 심리적 동기만이 사회적 혜택요인을 통한 구매의도와의 부분매개효과가 있는 것으로 나타났다. 본 연구결과는 소비자들의 명품구매행동을 설명하는데 구매동기가 구매행동에 미치는 단순한 직선관계뿐만 아니라 명품을 사용함으로서 얻게 되는 혜택요인에 대한 지각이 매개되어 나타나는 간접적 과정을 설명했다는 점에 가치가 있으며, 향후 명품관련 마케팅 담당자들에게 소비자들의 이러한 심리적 특성을 고려해야만 하는 시사점을 제공해 주었다.

• Asia Marketing Journal
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• 제15권4호
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• pp.51-60
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• 2014

Previous research on loyalty program has verified the factors that influence redemption behavior and the understanding of the mechanism of redemption behavior with academic and practical implications. However, these research has not proven boundary conditions in which the phenomena can be strengthened or weakened- that is, the moderating effect remains unclear. The inclusion of moderating variables can provide a more extensive understanding of the mechanism of this behavior from academic and managerial perspectives alike. Therefore, this current research proposes regulatory focus as a moderating variable, which has received scarce attention in the study of loyalty program behavior, especially individual characteristic variables that, in turn, affect the consumers' purchasing behavior in various ways. Previous research on consumer decision making investigates the differential role of regulatory focus as a series of stages. Regulatory focus theory posits that people depend on the two types of regulatory focus when pursuing goals: promotion focus vs. prevention focus. The former induces tendencies to recognize a goal as a hope and ideal, as something that satisfies the need for accomplishment, and to be sensitive to the presence of a positive outcome of the match and to match the pursuit of goals. On the other hand, the latter tends to regard a goal as the responsibility or obligation to achieve the goal, has a tendency to avoid failure to meet a target, and is sensitive to the presence of the negative consequences that do not reach the target. The following propositions are suggested: 1) The effect of higher accumulation effort level on delaying point redemption speed will be relatively more pronounced for customers with prevention focus. 2) The effect of higher accumulation effort level on large redemption unit size will be relatively more pronounced for customers with prevention focus. 3) The effect of higher accumulation effort level on hedonic redemption ratio will be relatively more pronounced for customers with promotion focus. Therefore, this research provides a moderating variable that has the potential to be used as a reference for market segmentation and affects the relationship between point accumulation effort and three sides of point redemption behavior. On this basis, the direction for the future research on this issue is recommended. Future research could verify these propositions conducting a survey of customers' propensity of regulatory focus in conjunction with the history of the loyalty program of data. This would provide a more realistic effect on the usage behavior of loyalty program consumers by providing useful implications for both marketing practitioners and researchers.