• Title/Summary/Keyword: cluster method

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DA Study on Word of Mouth Communication and Lifestyle of Obstetrics - Gynecology Health Care Consumers (산부인과 의료소비자의 라이프스타일과 구전커뮤니케이션에 관한 연구)

  • Jeong, Hyen-Ja;Jung, Myun-Sook
    • Journal of Korean Academy of Nursing Administration
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    • v.10 no.2
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    • pp.195-210
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    • 2004
  • Purpose: The purpose of this study is 1): to investigate how word of mouth communications work according to the lifestyle of health care consumers of obstetrics and gynecology, 2): to propose managerial suggestions in health care marketing. Method: Data collection and analysis had been executed from March 10, 2003 to April 4, 2003. Out of total 400 questionnaires distributed, 385 were collected. 351 were considered to be valid for analysis. Data were analyzed with the SPSS/pc+ Version 10.0. using Frequencies, Factor analysis and cluster analysis, ANOVA and $x^2-test$. Results: The subjects were divided into four groups in terms of their lifestyles: 'health active group', 'health conscious group', 'health indifferent group', 'health inactive group'. The following are the features word of mouth communication according to lifestyle. Conclusion: All in all, the researcher carne to notice that there was a difference in the features of word of mouth communication activities in accordance with the lifestyle of health care consumers of obstetrics and gynecology. This study will hopefully contribute to the ramification of markets, serving as a help in marketing health services.

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Drinking Patterns and Alcohol-related Problems in Women (일부 지역 여성의 음주양태 및 음주관련문제)

  • Heo Eun Jeong;Kim Myung Soon;Kim Kwang Gi
    • Journal of Korean Public Health Nursing
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    • v.15 no.1
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    • pp.202-215
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    • 2001
  • This is an exploratory study to describe drinking patterns and alcohol-related problems (ARP) in women. A probability sample was drawn from Kyungnam Providence area 20 to 59 age by a multi- stage cluster sampling method and secondary data analysis was used. Drinking patterns in this study involve lifetime prevalence of alcohol use, year prevalence, month prevalence , frequency and usual quantity of drinking alcohol in a situation, ARPs were measured by employing a modified version of ARP developed by Alcohol Research Group in U.S.A. Three measurements were constructed to represent alcohol-related problems by summing up 41 alcoholic statements, which were consequence, social consequence and dependence. The results were as follows; 1) The lifetime prevalence of alcohol use in women was $80.3\%$ and year prevalence $78.3\%$. High prevalence rates of drinking were observed in the twenties who have at least community college diploma. and frequencies of alcohol use were increased as age increased. 2) More than $27.3\%$ of the respondents who were reported to experience at least a ARP in a year. 3) ARPs were associated with age, religion, frequency and usual quantity of drinking alcohol in situation. Issues were proposed with respect to research methodology and policy implications for public health.

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Evaluation of dispersion degree of nanoparticles in TiO2/epoxy resin nanocomposites

  • Nam, Ki-Woo;Moon, Chang-Kwon
    • Journal of Ocean Engineering and Technology
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    • v.28 no.4
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    • pp.338-344
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    • 2014
  • The purpose of this study was to evaluate the dispersion degree of particles using a nanoindentation test for titanium oxide nanoparticles/epoxy resin nanocomposites. Thus, the effects of the particle size and weight fraction, dispersion agent, and position of the sample on the modulus and degree of particle dispersion in the nanocomposites were investigated. As a result, the dispersion degree of large particles was found to be better than that of smaller particles in composites. It could be found that the aggregation or agglomeration of small particles with large surface energy occurred more easily in nanocomposites because of the large specific surface area. The moduli of the upper side of the film-shaped sample obtained from a nanoindentation test were low scattering, while the values for the bottom side were high scattering. Thus, the dispersion situation of the nanoparticles on the upper side of film-shaped samples could be considered to be better than that for the bottom side. This could be concluded due to the non-uniform nanoparticle dispersion in the same sample. The modulus obtained from nanoindentation test increased slightly with the content of nanoparticles and increased with the indented depth for the same sample. The latter is presumably due to the increase in the accumulated particles facing the indenter with the indented depth. The nanoindentation test was found to be a useful method to evaluate the dispersion status of nanoparticles in nanocomposites.

A Study of Purchasing Behaviors on Female Markets Segmented by Clothing Image Preference (선호의복이미지에 의한 여성 세분시장의 구매행동 연구)

  • Lee, Mi-Sook
    • Journal of the Korean Home Economics Association
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    • v.49 no.1
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    • pp.93-106
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    • 2011
  • The purposes of this study were to segment female consumers on the basis of their clothing image preference, and to investigate the clothing purchasing behaviors of each segmented market. The research method was a questionnaire survey and participants were 700 women aged from 20's to 60's in Daejeon and Chungnam province. The questionnaire consisted of items for clothing image preference, clothing purchasing behaviors and the participants' demographic characteristics. The data were analyzed by Cronbach's ${\alpha}$, factor analysis, cluster analysis, ${\chi}^2$ test, ANOVA and the Scheff$\'{e}$ test. The results were as follows. Female consumers were divided into 7 types(sophisticated, natural, characteristic, elegant, active, feminine, and neat type) by clothing image preference. The 7 segmented market groups differed in many ways in terms of demographic characteristics and various clothing purchasing behaviors(clothing selection criteria, purchasing motives, fashion information sources, places of purchase, shopping frequency, and quantity and cost of purchases). The results of this study supported the view that clothing image preference can be a useful and effective variable for female market segmentation.

A Study on the Characteristics of Preferred Housing Interior Image and Sensibility of University Students (대학생의 감성과 선호하는 주거 실내공간이미지 특성에 관한 연구)

  • Park, Ji-Min;Yoon, Chung-Sook;Park, En-Sun
    • Journal of the Korean housing association
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    • v.22 no.6
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    • pp.97-106
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    • 2011
  • Due to the belief that housing for university students is uniform materialistic and non-human, a variety of needs and preferences of the residents is becoming more important. In order to more positively identify the user's emotional needs, a design that meets the needs of the resident's living space is absolutely necessary. The purpose of this study is to group the sensibility types of university students, to analyze the preferred interior image and interior design elements, and then to understand the preferred characteristics according to sensibility type. To collect the data, a survey method was used for 224 university students in Seoul and the metropolitan area. The data analysis used SPSS PC 14.0 to find the frequency, t-test, chi-square, factor analysis, and cluster analysis. The results of the analysis are as follows: First, sensibility types were segmented into four groups including 'Unique & Elegant', 'Static & Tidy', 'Warm & Comfortable', and 'Characteristic & Free'. Second, the preferred interior image was the Minimal-Dandy-Natural Image, the preferred floor_material was wood, and the preferred wall_material was marble. Third, there were different interior preferences according to each type of gender & sensibility.

Tourism Market Segmentation Based on Shopping Information Sources (쇼핑정보원 활용에 따른 해외여행자 시장세분화 및 세분시장 특성 연구)

  • Jeon, Yangjin
    • Journal of the Korea Fashion and Costume Design Association
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    • v.19 no.2
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    • pp.117-128
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    • 2017
  • This study confirmed the types of shopping information sources during travel abroad, and developed a profile of tourists in terms of demographics, travel, and shopping behavior. Shopping information sources and characteristics of shopping products were identified first. Thereafter, travelers were segmented by their information-seeking behavior. An online survey method was used to get data from Korean vacationers in their 20s-50s, while factor analysis, cluster analysis, ${\chi}^2$ test and ANOVA were applied to analyze data. The results were as follows. First, the shopping information sources of overseas tourists were composed of four factors including sources from travel agents/media, information from travel books and local sources, and word-of-mouth sources. Also, four factors in product types and four product attributes were identified. Second, tourists were clustered into two groups, active and passive shopping information seekers, based on shopping source behavior. Third, two groups differed in terms of demographics, showing an older age and higher income for active shopping source seekers. Active shopping information users tended to join package trips with family members, and they were more satisfied with the trip. With regard to shopping, active shopping source seekers spent more money for shopping and preferred all kinds of shopping goods with an emphasis on travel shopping. In conclusion, shopping information sources seemed to be a meaningful tool for segmenting tourists. Rich, older, family tourists would be an major target market for local retailers.

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Analysis of recognization and Behaivor Characteristics of Customers for Green Fashion Products (그린 패션제품에 대한 소비자의 인지도와 행위적 특성분석)

  • 김문숙
    • Journal of the Korean Society of Costume
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    • v.50
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    • pp.145-160
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    • 2000
  • The purpose of this study is to analyze of recognization and behaivor characteristcs of customers in Korean fashion market. The study is analyzed through questionary paper to the domestic female group of more than or equal to age of twenty living in Seoul. The collected questionary paper is analyzed with SPSS/PC+ program and the method of statistical analysis used for this study is frequency analysis factor analysis reliability analysis cluster analysis t-test and corsstab analysis. The result of analysis of recognization and behaivor characteristics of customers involves the following: Firstly the result of analysis of the degree of recognition between the environment-friendly customer group and non-envirnoment-friendly customer group in relation to green fashion products showed meaningful differences. Secondly when observing the average of the two according to the behavioral characteristics of their activities of purchasing advertising in relation to green clothes it showed that environment friendly customers saw and heard relatively much more advertisements for green fashion product. These serial processes of research have the meaning in confirming that segmented market for environment-friendly customers exists in the domestic fashion market and these will not only set up the basis of research on the market of green fashion product but also be able to contribute to propose future direction of research.

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Classification of Head Shape and 3-dimensional analysis for Korean Men (성인 남성 머리와 얼굴 부위의 형태분류와 3차원적 분석)

  • Choi, Young-Lim;Kim, Jae-Seung;Nam, Yun-Ja
    • Fashion & Textile Research Journal
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    • v.12 no.6
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    • pp.812-820
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    • 2010
  • The objectives of this study were to classify the head shapes of Korean men and to suggest computer tomography as a new body measurement method. The 23 head measurement items of 760 men, aged more than 18 in Sizekorea 2004 database were used to analyze, measured by using statistical methods. Factor analysis, cluster analysis and duncan test were performed using these data. Through factor analysis, 5 factors were extracted upon factor scores and those factors comprised 70.91% for the total variances. The head and face shapes were categorized as 5 types-triangle, round, oval, long, rectangle. We decided for the type 1(triangle) to standard head shape since this type was the most observed. 21 participants were measured using computed tomography(CT). The measured data of skin and skeleton and the standard head shapes were illustrated.

An Collaborative Filtering Method based on Associative Cluster Optimization for Recommendation System (추천시스템을 위한 연관군집 최적화 기반 협력적 필터링 방법)

  • Lee, Hyun Jin;Jee, Tae Chang
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.6 no.3
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    • pp.19-29
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    • 2010
  • A marketing model is changed from a customer acquisition to customer retention and it is being moved to a way that enhances the quality of customer interaction to add value to our customers. Such personalization is emerging from this background. The Web site is accelerate the adoption of a personalization, and in contrast to the rapid growth of data, quantitative analytical experience is required. For the automated analysis of large amounts of data and the results must be passed in real time of personalization has been interested in technical problems. A recommendation algorithm is an algorithm for the implementation of personalization, which predict whether the customer preferences and purchasing using the database with new customers interested or likely to purchase. As recommended number of users increases, the algorithm increases recommendation time is the problem. In this paper, to solve this problem, a recommendation system based on clustering and dimensionality reduction is proposed. First, clusters customers with such an orientation, then shrink the dimensions of the relationship between customers to low dimensional space. Because finding neighbors for recommendations is performed at low dimensional space, the computation time is greatly reduced.

Interaction between Personality and Depression Outcome (인격과 우울증 치료결과의 상호작용)

  • Park, Yong Chon;Kim, Seok Hyeon
    • Korean Journal of Biological Psychiatry
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    • v.8 no.1
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    • pp.47-52
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    • 2001
  • It is known that the personality is the crucial factor in the treatment outcome of depression. The authors tried to identify the results of such studies and various components which determine the treatment outcome of depression. Nearly 60 papers published between the year 1990 and 2000 about the treatment of depression and personality were reviewed. Among them about 30 papers were selected to compare the research methods, results and discussions. The arguments and critics of the papers were discussed. In the many debates, the authors admitted the fact that premorbid personality trait influences the treatment outcome of depression negatively regardless of treatment method. Subtyping of depression is feasible along the presence of good or bad predictors of treatment outcome for depression. Differentiation of depression and personality seems to have no problem, however test of personality state before the development of psychiatric disorder such as depression is not amenable. For example, cluster A personality trait is often misunderstood as depression in clinical setting. In some cases cognitive behavioral therapy is effective in the treatment of depression accompanying personality disorder. The authors insist that the analysis of personality in the dimensional aspect rather than in the categorical aspect gives more information in the research of personality influencing the treatment outcome of depression. In addition, the reason why we understand the relationship between depression and personality were discussed.

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