• 제목/요약/키워드: Multi-Variate Analysis

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아산연안 수질환경의 특성과 장기변동 (Long-term Variation and Characteristics of Water Quality in the Asan Coastal Areas of Yellow Sea, Korea)

  • 박승윤;김형철;김평중;박경수;박정숙
    • 한국환경과학회지
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    • 제16권12호
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    • pp.1411-1424
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    • 2007
  • Long-term trends and distribution patterns of water quality were investigated in the Asan coastal areas of Yellow Sea, Korea from 1975 to 2005. Water samples were collected at 3 stations and physicochemical parameters were analyzed including water temperature, salinity, suspended solids(SS), chemical oxygen demand(COD), dissolved oxygen(DO) and nutrients. Spatial distribution patterns were not clear among stations but the seasonal variations were distinct except COD, SS and nitrate. The trend analysis by principal component analysis(PCA) during twenty years revealed the significant variations in water quality in the study area, Annual water qualities were clearly discriminated into 4 clusters by PCA; year cluster 1988-1991, 1994-1997, and 1992-1993/1998-2005. By this multi-variate analysis we can summarize the annual trends as the followings; salinity, suspended solids and dissolved oxygen tended to increase from late 1980's, increased pH and COD from 1992, and decreased salinity and increased nitrogen and COD from 1990 due to the runoff frow agricultural lands causing eutrophication.

음악정서인식에 대한 탐색 연구: 음악인지유형 중심으로 (An explorative study on the perceived emotion of music: according to cognitive styles of music listening)

  • 최진희;정현주
    • 한국음향학회지
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    • 제40권4호
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    • pp.290-296
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    • 2021
  • 본 연구에서는 감상자들의 음악인지유형에 따른 음악정서인식 차이를 살펴보고자 하였다. 음악 관련 전공대학원생 91명에게 두 가지 음악(안정적 음악과 자극적 음악)을 제시하고, 각 음악에서 인식된 각성 수준, 정서가 및 해당 반응에 기여한 음악요소를 표기하게 하였다. 연구참여자들의 음악인지유형은 ME-MS척도(Music Empathizing-Music Systemizing Inventory, ME-MS Inventory)를 통해 확인하였으며, 자료분석 시 기술통계, 대응표본 t검정, 분산분석, 다변량분석 및 Pearson 상관분석을 실시하였다. 연구 결과 참여자들은 음악인지유형과 무관하게 공통된 음악정서를 인식하면서도, 해당 반응에 기여한 음악요소는 음악인지유형별로 상이한 것으로 나타났다.

여고생의 자아정체감 형성에 영향을 미치는 요인 (A Study on the Factors Influencing Ego-identity Formation of Female High School Students)

  • 남현아;조은영
    • 한국학교보건학회지
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    • 제29권2호
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    • pp.107-115
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    • 2016
  • Purpose: This study is a descriptive survey which attempts to understand family strength, parenting attitude, and the ego-identity perceived by female high school students and identify the factors influencing ego-identity of the students. Methods: Data collection was carried out through a questionnaire survey of 186 female high school students. The collected data were analyzed by descriptive statistics, t-test. ANOVA, correlation analysis, and multi-variate regression analysis while using SPSS 23.0 program. Results: Family strength and the ego-identity perceived by female high school students were at a mid-level, with an average of 207.76 and 149.72 points, respectively. Parenting attitude showed scores higher than the mid-level, recording 90.36 points in average. As a result of analyzing the correlation between the factors, the higher family strength and the ego-identity of female high school students were, the better were the patenting attitudes of perceived parents. Besides, family health, parenting attitude, and family form (nuclear family) were found to be the factors influencing ego-identity formation of female high school students with the explanatory power being 25.5% in total. Conclusion: Developing intervention programs which take into account family strength is considered necessary to help the youth form positive ego- identity.

국내 벤처기업의 업령(業齡)에 따른 성과 결정요인 (An Empirical Study on the Business Performance Determinants According to Years of Operation in Domestic New Ventures)

  • 이상천;고봉상;용세중
    • 산업공학
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    • 제17권spc호
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    • pp.11-19
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    • 2004
  • The purpose of this study is to identify the determinants of new venture performance according to years of operation in the view of integrated research framework. We propose the integrated new ventures performance model which is composed of entrepreneur, organization/resources, industrial environment, strategy/foundation process and availability of supporting systems as corresponding variables to new ventures performance. The determinants of new venture performance according to years of operation are identified through the multi-variate statistical analysis such as moderating regression analysis with the data gathered from 110 executives of venture companies. For internal variables, entrepreneur's managerial ability and technical expertise and employee's ability affect venture's performance increasingly as years of operation increases but resource procurement ability affects decreasingly. Related to external variables, years of operation plays positive moderating role on market size growth and supporting system availability, but negative role on government venture policy for venture performances. Though this study has limitation of small sample, limited questionnaire and performance measure, it has managerial contribution of identifying determinants of new venture performance according to years of operation.

제품속성별 신제품개발의 성패구조 분석모형 (Analytic Model on the Success/Failure Structure of New Product Development by Product Characteristic Grill)

  • 권철신;이재하
    • 한국경영과학회:학술대회논문집
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    • 대한산업공학회/한국경영과학회 2002년도 춘계공동학술대회
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    • pp.205-211
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    • 2002
  • The purpose of this paper is 1) to extract managerial factor into each cell which is classified by the characteristic grill of new products 2) to construct a management model of new product development for korean companies. For this purpose, the characteristic grill of new products is classified by which is market/technology sphere. Moreover the focus of this analysis is on examination of success/failure factors, which have an important effect upon new product success or failure. The variables for this study were selected from literature survey and pre-interview was implemented specially. The subject of study was project leaders of electronics industry where have taken the leading part in product development activities in Korean manufacturing industries. Enquete survey was conducted in each firm and project managers were asked to respond. Conclusion of this study based on many significant results gained by the various multi-variate analysis are summarized as follows. First, it can he noted that success/failure factors are different by each classified model and characteristic grill of a new product. Second, it has been identified that the important factors of success products were technical & management support and market ability, the important factor of failure product were lacking in ability of technical development and R&D management system construction. This paper presents some useful guidelines in strategic and managerial aspects for development of new products. Concurrently, the model of this study should be a great practical approach for application of actual affairs.

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청소년 우울증 영향요인에 관한 연구 : 아동·청소년 패널데이터 이용 (Investigation on Factors Affecting Adolescent Depression: Using Korean Children and Youth Panel Survey)

  • 최영진;강홍익;김동욱;성규환;한휘종
    • 한국학교ㆍ지역보건교육학회지
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    • 제18권3호
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    • pp.45-53
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    • 2017
  • Objectives: This study aimed to analyze the association between adolescent depression and personal factors such as interpersonal relationship and personal characteristics. Methods: The data used for this study was taken from the 2014 Korean Children and Youth Panel Survey. Of those 2,351 subjects in a data set, data of 1,938 subjects were analyzed after excluding 413 subjects with missing information. Hierarchical regression analysis was conducted for multi-variate analysis. In addition, controlling effects of ego-resiliency was analyzed. SPSS 22.0. was utilized for statistical analyses. Results: The study found that the depressive index was higher in women than men, and lower in adolescent who has a good relationship with parents and friends. This study also found that adolescents with high ego-resiliency are more vulnerable to depression. Conclusions: It is recommended to understand and to utilize ego-resiliency of adolescents, in order to reduce adolescents depression. Promoting good relationship with parents and friends will also positively impact to lower adolescents depression.

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영상분석을 통한 혈구자동분류 시스템의 설계 및 구현 (Design and Implementation of the System for Automatic Classification of Blood Cell By Image Analysis)

  • 김경수;김판구
    • 전자공학회논문지C
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    • 제36C권12호
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    • pp.90-97
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    • 1999
  • 최근에 컴퓨터를 이용한 영상처리기술 및 고속통신망의 발달과 더불어 하드웨어의 고성능화로 의학분야에서 발생되는 영상들에 대해 분석 및 처리를 자동화하려는 많은 연구가 진행되고 있다. 본 논문에서는 말초혈액영상에서 혈구세포들을 자동으로 분석, 분류 및 카운트하기 위해 다층신경망에 기반한 시스템을 설계 및 구현하였다. 이를 위해 먼저 CDD 카메라가 부착된 현미경으로부터 영상을 입력받아 적혈구와 백혈구 분류를 위한 다양한 특징추출 알고리즘을 적용하였다. 또한, PCA를 적용해 다차원의 특징을 저차원으로 줄여 분류기의 훈련과 인식 시간을 단축시킴으로서 보다 효율적인 분류기 시스템을 구축하였다. 따라서 , 본 논문에서는 제안된 시스템이 실제 임상 병리진단 가이드 시스템에 적용 가능함을 보일 수 있었다.

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Does Differentiation of Self Matter in University Students' Career Exploration?: Focused on Hospitality Majored Student

  • Kim, Jieun;Kwon, Youngju
    • 한국조리학회지
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    • 제20권5호
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    • pp.1-10
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    • 2014
  • The employment rate has become the standard for university values. This raises the need to investigate the antecedents of university students' career exploration. Focused on the hospitality majored students, this study aims to investigate both individual and relational factors that influence their career exploration behaviors. Differentiation of self has been chosen as the individual and the relational antecedents based on Bowen's theory. It was investigated whether each dimension(I-position, emotional reactivity, fusion with others, and emotional cutoff) explains the amount of self-exploration and the amount of environmental exploration. The university students majoring in hospitality were surveyed and a total of 269 cases out of 300 cases were analyzed employing descriptive statistics and multi-variate analysis of variance, and structural equation modeling(SEM). The study found that I-position positively influenced self-exploration and environmental exploration. Emotional reactivity made an influence on environmental exploration, while it failed to explain self-exploration. Fusion with others and emotional cutoff also significantly influenced environmental exploration, however, it didn't make any significant influence on self-exploration. This study implies that the college of hospitality majors needs to understand that differentiation of self forms through family relationship and needs to provide the students the programs of how to understand themselves and what to do for their career exploration.

유방암의 예후인자로서 젊은 연령에 대한 고찰 (The investigation of an age as a prognostic factor of breast cancer)

  • 노동영
    • 한국건강관리협회지
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    • 제2권1호
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    • pp.39-46
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    • 2004
  • Purpose:It has been known that the prognosis of a young woman's breast cancer is Poorer than the other woman However, the effect of age on the prognosis is not well-defined We performed this study to investigate age as a prognostic factor of breast cancer. Materials and Methods : A retrospective study was conducted for 3209 breast cancer patients who underwent operations in Department of Surgery, Seoul National University Hospital from January 1981 to December 2000. Patients were divided into two groups, young age(≤35) and old age(>35) groups. And tumor stage, histopathologic characteristics(such as histology, nuclear grade, histologic grade, hormonal receptor, etc), overall survival and disease free survival rates were compared between age groups. Results . The age ranged from 17 to 88 years. 396 patients(12.3%) were included in young age group(median=32) and 2813 Patients(87.7%) in old age group(median=47).There are more advanced stages and poor nuclear grades in young age group(p=0.000, p=0.003), By log-rank test, the young age group had poorer overall survival and disease free survival rates(p<0.05, p=0.0002). Although, the young age group had more advanced TMN stages(p=0.000) and poorer nuclear grade than the old age group(p=0.003) in multi variate analysis, the age was not a significant independent prognostic factor. (P=0.642)Conclusion: Our study showed that the age was not a significant independent prognostic factor.

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성공적인 신제품개발을 위한 제품속성역별 효율적 관리모형의 설계에 관한 연구 (Design a Management Model based on the Product Characterstic Area for Successful New Product Development)

  • 권철신;안기현;이재하
    • 한국품질경영학회:학술대회논문집
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    • 한국품질경영학회 2010년도 춘계학술대회
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    • pp.435-439
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    • 2010
  • The purpose of this paper is to design a new management model based on the grill-formed product charscteristic area(PCA) which specify the position of products classified by the level of market and technology. This product characteristic area is composed of 9 cells and the cases sorted by market and technology are analyzed by each cell. Conclusion of this study based on many significant results gained by the various multi-variate analysis is summarized as follows; First, it can be noted that success/failure factor and progress stages are different by each cell. Second, a new management model is designed by combining the Motive Resource, Success/Failure(S/F) factors, and Progress Stages of New Product Development. Third, success products featured a balance between marketing oriented and technically oriented activities. A new attemp that combine S/F factors with development stages by each product cell will be of great usefulness for further study.

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