• 제목/요약/키워드: consumer data

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소비자유형 데이터 분석방법론 연구 - www.ethno-mining.com 데이터를 중심으로 - (A Study on Consumer Type Data Analysis Methodology - Focusing on www.ethno-mining.com data -)

  • 정욱환;안진호;나요셉
    • 서비스연구
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    • 제12권2호
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    • pp.80-93
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    • 2022
  • 본 연구는 선행 연구를 통해 소비자 관점에서 제품/서비스에 대한 구매와 사용에 영향을 주는 다양한 요인들을 추출하고, 전체 연령과 성별에 따른 소비자의 유형과 성향을 분석할 수 있는 방법론에 관한 연구이다. 이를 위해서 일반적 개인 성향, 소비영향, 소비결정 등의 관점에서 요인을 수치화 하여 데이터 의 정합성을 확인하고 이러한 연구를 토대로 스타트업과 중소기업 관점에서 유의미한 소비자유형의 데이터 분석 방법론을 제시하고 입증하기 위한 연구를 수행하였다. 그 결과 소비자 관점에서의 데이터 분석을 위해 가정한 세 가지의 주요 요인인 일반 성향, 일반 소비 성향, 소비 결정 영향 요인의 상관관계가 있음을 교차 검증을 통해 확인하였고 소비자 관점의 데이터 분석 방법론의 정합성을 검증하였다. 본 연구는 소비자 관점에서의 데이터 분석 방법론과 소비자 데이터 분석의 프레임워크를 제시하였다. 디지털 인프라가 기하급수적으로 발전하고 개인의 선호도를 투영할 수 있는 방법을 강구하는 현재의 데이터 분석 추세에서 이러한 데이터 분석의 관점은 유효한 통찰이 될 수 있다.

인공지능 서비스에 대한 온라인뉴스, 소셜미디어, 소비자리뷰 텍스트마이닝 (Text Mining of Online News, Social Media, and Consumer Review on Artificial Intelligence Service)

  • 이욱;임혜원;여하림;황혜선
    • Human Ecology Research
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    • 제59권1호
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    • pp.23-43
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    • 2021
  • This study looked through the text mining analysis to check the status of the virtual assistant service, and explore the needs of consumers, and present consumer-oriented directions. Trendup 4.0 was used to analyze the keywords of AI services in Online News and social media from 2016 to 2020. The R program was used to collect consumer comment data and implement Topic Modeling analysis. According to the analysis, the number of mentions of AI services in mass media and social media has steadily increased. The Sentimental Analysis showed consumers were feeling positive about AI services in terms of useful and convenient functional and emotional aspects such as pleasure and interest. However, consumers were also experiencing complexity and difficulty with AI services and had concerns and fears about the use of AI services in the early stages of their introduction. The results of the consumer review analysis showed that there were topics(Technical Requirements) related to technology and the access process for the AI services to be provided, and topics (Consumer Request) expressed negative feelings about AI services, and topics(Consumer Life Support Area) about specific functions in the use of AI services. Text mining analysis enable this study to confirm consumer expectations or concerns about AI service, and to examine areas of service support that consumers experienced. The review data on each platform also revealed that the potential needs of consumers could be met by expanding the scope of support services and applying platform-specific strengths to provide differentiated services.

외재적 단서가 의류제품 평가에 미치는 영향(제2보) -소비자 특성을 중심으로- (An Effect of Extrinsic Cue on Apparel Products Evaluation(Part II) - focusing the consumer′s characteristics -)

  • 이미현;임숙자
    • 한국의류학회지
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    • 제25권6호
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    • pp.1091-1099
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    • 2001
  • Evaluation on jean products were varied although they were the identical jeans. Therefore, we could confirm the bias by price. brand, and store when consumer evaluating jean products. The various consumer characteristics also provided effects evaluation on jean products. An evaluation on jean products is very subjective and the degrees depending on these three cues could be varied by consumer's characteristics. For empirical study, experiments by the subjects among students of ewha womans university were done by using jeans as stimulus. Data was collected by a questionnaire made up by a researcher based on the theoretical and pretest. Data was analyzed by ANOVA, factor analysis, grouping analysis, F-test, and etc. 571 data were analysed out of the 600 data. Cues such as price, brand, and store affected significantly the evaluation of jeans. The most important cue of all three was store, then price, and then brand. These three cues affected the evaluation of jean products separately and together. The result of the study was that the consumers characteristics mediated the effects of extrinsic cues like price, brand, and store on jean products evaluation. Consumer's characteristics like prior knowledge and shopping orientation mediated the effects of price, and store cue on jean products evaluation.

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Linking Omnichannel Integration Quality and Customer Loyalty in Vietnamese Banks

  • Thu Trang PHAM
    • 유통과학연구
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    • 제22권6호
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    • pp.95-106
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    • 2024
  • Purpose: This study investigates the complex dynamics of consumer behavior in Vietnamese banking omnichannel environments, focusing on the roles of service consistency, service transparency, flow, perceived privacy risk, and loyalty intention. Research design, data and methodology: Using a sample of 422 Vietnamese bank customers, data analysis revealed significant relationships among the variables under investigation. Results: Firstly, service consistency was found to positively influence flow experiences and negatively impact perceived privacy risk, highlighting the importance of uniform service quality across channels in enhancing consumer engagement while mitigating privacy concerns. Similarly, service transparency was positively associated with flow experiences and negatively associated with perceived privacy risk, underscoring the importance of transparent information dissemination in fostering immersive consumer experiences while alleviating privacy apprehensions. Furthermore, both flow experiences and perceived privacy risk significantly influenced loyalty intentions, indicating the pivotal roles of engaging experiences and data security in driving consumer loyalty. Additionally, mediated relationships were observed, demonstrating the interplay between service consistency, service transparency, flow, perceived privacy risk, and loyalty intention in shaping consumer behavior in omnichannel contexts. Conclusions: These findings provide valuable insights for retailers and marketers seeking to optimize consumer experiences and cultivate loyalty in omnichannel environments by prioritizing consistency, transparency, and data privacy protection.

소비자교육과 관련 변수가 초등학교 학생의 소비자능력에 미치는 영향 (The Effect of Consumer Education and Other Related Factors on the Consumer Competency of Elementary School Children)

  • 제미경;김영옥
    • 한국가정과교육학회지
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    • 제14권3호
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    • pp.25-36
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    • 2002
  • The objectives of this study are to investigate whether consumer education affects the consumer competency and to find out which factors including consumer education affect the consumer competency of elementary school children. The subjects of this study were 43 children at fifth grade to Participate in consumer education(experimental group) and 37 children not to Participate(control group). Consumer education Program was executed for total 20 hours in a semester. Surveys were also conducted twice times to get data for consumer competency and the related factors. The findings are as follows : 1) Consumer education has a positive effect on consumer-role attitude and consumer skill according to the result of ANCOVA. 2) The variables affecting the consumer-role attitude are consumer education and consumer skill of mother in that order according to the result of multiple regression. The variables affecting the consumer skill are consumer skill of mother. consumer education. record of a cashbook and gender in that order. The only variable affecting the consumer knowledge is consumer education.

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국내거주외국인의 생활만족도와 소비생활만족도에 관한 연구 (Life Satisfaction and Consumer Satisfaction of Resident Foreigners in Korea)

  • 김현주;나종연
    • 대한가정학회지
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    • 제46권10호
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    • pp.133-146
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    • 2008
  • This study investgates the factors influencing the levels of consumer satisfaction and life satisfaction of resident foreigners in Korea. The data were collected through a structured self-administered survey and 545 foreigners who lived in Korea for more than 3 months, with age over 20 participated as respondents. A research framework was formulated based on the resource constraint hypothesis and the study investigated the impact of information resource(human, media and internet information source) and consumer resource(monthly income, language ability and consumer proficiency) on the levels of consumer satisfaction and life satisfaction. The results from data analysis can be summarized as follows; First, analysis of consumer problems of resident foreigners in Korea indicated that resident foreigners recognize a burden for residence cost, food expense and education fee. Most of resident foreigners in Korea are found to use small local shops most often indicating they may experience adverse market environment due to resource constraint such as language or psychological barrier, and most of the respondents answered that the most often used payment method was cash. Furthermore, resident foreigners in Korea responded that lack of language service, lack of information provision, inability to use certain goods and services are the common cause of consumer dissatisfaction, as well as price and quality problems. Second, the level of consumer satisfaction (2.96 in 4.0) is higher than the level of life satisfaction (2.63 in 4.0). Third, the level of life satisfaction is significantly influenced by Korean language ability and the level of consumer satisfaction. The level of consumer satisfaction is by the media information source usage and consumer claim experience. Fourth, the level of consumer satisfaction is found to be the variable with the strongest causal relationship with the level of life satisfaction.

Fashion Savvy I: 척도 타당성과 소비자 관찰성향과의 관련성 (Fashion savvy I: Scale validation and the relationship with consumer propensity to observe)

  • 박혜정;전경숙
    • 복식문화연구
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    • 제20권5호
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    • pp.753-765
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    • 2012
  • This study tested the validity of the six-factor model of fashion savvy which was modified from the consumer savvy scale developed by Macdonald and Uncles(2007) and explored the relationship between fashion savvy and consumer propensity to observe. Regarding the relationship, it was hypothesized that consumer propensity to observe antecedes fashion savvy. Data were gathered by surveying university students in Seoul metropolitan area, using convenience sampling, and 311 questionnaires were used in the statistical analysis. In analyzing data, factor analysis and regression were conducted. The findings show the validity of the six factors of fashion savvy, which are fashion sophistication, interpersonal network competency, online network competency, marketing literacy, consumer self-efficacy, and consumer expectations. Tests of the hypothesized relationship show that two factors of consumer propensity to observe influence fashion savvy. More specifically, the 'observing shoppers' factor positively influences all six factors of fashion savvy, whereas the 'following what others buy' factor negatively influences four factors of fashion savvy, fashion sophistication, interpersonal network competency, marketing literacy, and consumer self-efficacy. The implications of these findings and suggestions for future study are also discussed.

Ethical Consumption in Vietnam: An Analysis of Generational Cohorts and Gender

  • LE, Tri D.;NGUYEN, Phuong Ngoc Duy;KIEU, Tai Anh
    • 유통과학연구
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    • 제18권7호
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    • pp.37-48
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    • 2020
  • Purpose: There has been an increasing focus on consumer ethics by researchers and practitioners alike with the former seeking to examine the general discrepancy between ethical attitude, intention and actual behaviour by proposing behavioural measures to understand ethical consumption. Research into the effects of generational cohorts and gender, two fundamental demographic factors that shape the consumer habituated repertoire, on consumer ethics has reported mixed findings. The present study investigates if there are differences in ethical consumer behavior by generational cohorts and by gender in the context of an emerging market - Vietnam. Research design, data and methodology: Data was collected using a quantitative survey (a link to the questionnaire was posted on relevant social media platforms). A total of 539 usable responses was used for ANOVAs and independent t-tests to test the hypotheses. Results: a) There are significant differences in terms of ethical consumer behavior between Gen Z and Gens Y/X, but no difference between Gen X and Gen Y; b) There is no gender difference in ethically minded consumer behavior. Conclusion: For consumer ethics, generational effects may be moderated by macroeconomic conditions, while gender alone as a biological variable may not be a reliable predictor.

제주지역 고령자의 소비자교육 프로그램의 방향에 관한 연구 - 제 1보, 소비자능력에 관한 연구 - (A Study of Direction for Consumer Education Program of the Elderly in Cheju - the 1st one, on the focus of Consumer Capacity -)

  • 권정원;이기춘;김정숙
    • 대한가정학회지
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    • 제41권2호
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    • pp.13-29
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    • 2003
  • The purpose of this study is to examine consumer characteristics according to analyze the level of consumer knowledge, skill, and consciousness through the comparison between young-elderly people and elderly people in Cheju. For the empirical analysis, the data was collected 428 consumers from May to June, 1999. The statistical methods for this study were descriptive statistics, t-test, ANOVA, correlation using SPSS Win program. The major findings of this study were as follows; 1) The level of consumer consciousness was very high, but the level of consumer knowledge and consumer skill were low. 2) Drug un, Recall system, Frozen-food management, Indication for consumer knowledge; Planning, Discontent treatment for consumer skill; Responsibility for consumer consciousness area were very low state. 3) Correlation according to Pearson's γ²were positive relationship between all of that consumer knowledge and consumer skill and consumer consciousness areas. 4) Sum of 3 findings were no great difference between young-elderly people and elderly people. From now on, some suggestions from this study how to stress on the consumer knowledge and consumer skill as well as consumer consciousness of the elderly in Cheju.

개방화에 대한 소비자의식과 소비자교육정책 (Consumer Consciousness toward Market Opening and Consumer Education Policy)

  • 박수경
    • 가정과삶의질연구
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    • 제13권4호
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    • pp.181-198
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    • 1995
  • The purpose of this was to identify the level of adolescent consumers' knowledge consumer attitudes and consumer needs toward market opening and to investigate the influencing variables Data have been collected through questonnaires with 929 middle school high school university students residents of Seoul The major findings are : 1) The average score of consumer knowledge about market opening was 5.26 on the scale of 1-10 2) Consumer attitudes toward market opening were some positive and differed significantly according to grade sex foreign travel experience economic status comsumer knowledge about market opening. 3) The level of consumer education needs was so high and consumer education needs differed significantly according to grade sex consumer knowledge and consumer attitudes toward market opening. 4) Adolescent consumer needs for government consumer business role were so high and the business role was considered most important.

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