• Title/Summary/Keyword: 다차원척도분석

Search Result 166, Processing Time 0.034 seconds

A Validation of the Korean Version of the Filial Responsibility Scale-Adult (한국판 가족돌봄의무 척도(Filial Responsibility Scale-Adult)의 타당화)

  • Lee, Sun Young;Ahn, Hyun-nie
    • Korean Journal of Culture and Social Issue
    • /
    • v.26 no.3
    • /
    • pp.259-282
    • /
    • 2020
  • This study examines the validity of the Filial Responsibility Scale-Adult (Past), developed by Jurkovic and Thirkield (1999), among Korean university students in their twenties. First, a preliminary scale consisting of 30 items was developed by translating the original scale into Korean and item analysis and exploratory factor analysis were conducted on 249 subjects. Based on the exploratory factor analysis, items in the emotional parentification factor were either deleted or included in the other remaining factors, resulting in a two-factor model containing 15 items. In order to confirm this, a confirmatory factor analysis was conducted on 318 independent subjects. As a result of a confirmatory factor analysis of the two competing models - the three-factor model consisting of 30 items based on the original scale and the two-factor(emotional experience and caring behavior) model consisting of 15 items gained as a result of the exploratory factor analysis - the two-factor model showed more suitable and the original scale was revised accordingly. The convergent validity, discriminant validity and predictive validity were all found to be satisfactory. Based on such results, implications, limitations and suggestions on follow-up studies are discussed.

Validity analysis of the social emotion model based on relation types in SNS (SNS 사용자의 관계유형에 따른 사회감성 모델의 타당화 분석)

  • Cha, Ye-Sool;Kim, Ji-Hye;Kim, Jong-Hwa;Kim, Song-Yi;Kim, Dong-Keun;Whang, Min-Cheol
    • Science of Emotion and Sensibility
    • /
    • v.15 no.2
    • /
    • pp.283-296
    • /
    • 2012
  • The goal of this study is to determine the social emotion model as an emotion sharing relationship and information sharing relationship based on the user's relations at social networking services. 26 social emotions were extracted by verification of compliance among 92 different emotions collected from the literature survey. The survey on the 26 emotion words was verified to the similarity of social relation types to the Likert 7-points scale. The principal component analysis of the survey data determined 12 representative social emotions in the emotion sharing relation and 13 representative social emotions in the information sharing relation. Multidimensional scaling developed the two-dimensional social emotion model of emotion sharing relation and of information sharing relation based on online communication environment. Meanwhile, insignificant factors in the suggest social emotion models were removed by the structural equation modeling analysis, statistically. The test result of validity analysis demonstrated the fitness of social emotion models at emotion sharing relationships (CFI: .887, TLI: .885, RMSEA: .094), social emotion model of information sharing relationships (CFI: .917, TLI: .900, RMSEA : 0.050). In conclusion, this study presents two different social emotion models based on two different relation types. The findings of this study will provide not only a reference of evaluating social emotions in designing social networking services but also a direction of improving social emotions.

  • PDF

Quality of Life Scale for Adults with Developmental Disabilities - Development and Validation - (성인발달장애인의 삶의 질 측정을 위한 척도 개발)

  • Jung, Soyon;Seo, Honglan;Kim, Jeong In
    • 재활복지
    • /
    • v.20 no.4
    • /
    • pp.107-134
    • /
    • 2016
  • The primary purpose of this study is to develop a quality of life scale for adults with developmental disabilities and to test its validity and reliability. For this purpose, the authors generated a initial item pool composed of 62 items based on the conceptual model of Felce and Perry (1995). The initial items were evaluated by three reviewers, and then the items were revised based on their feedbacks. Utilizing a survey questionnaire including the scale items, data on 430 adults with developmental disabilities were collected in collaboration with 33 social welfare agencies and residential facilities for people with disabilities. Through descriptive analysis, correlation analysis, and relevant theories, the qualities of each item were examined, and then the best 20 items were selected. Cronbach's ${\alpha}$ for the final scale was .87. The results of confirmatory factor analysis showed that the 5-factor model fitted the data reasonably well, In addition, criterion validity of each subfactor of the scale was successfully established, employing t-test, one-way ANOVA, and correlation analysis. In discussion, implications and limitations of this study were examined.

A Study on the User Segmentation Analysis through POSA method (POSA 분석을 통한 소비자 유형 분류에 관한 연구)

  • Kim, Tae-Kyun
    • 한국HCI학회:학술대회논문집
    • /
    • 2006.02b
    • /
    • pp.252-257
    • /
    • 2006
  • 기본적으로 모든 소비자들은 조금씩 다르며, 제품은 그 차이를 극대화 시킴으로써 다양한 소비를 촉진하게 된다. 이와 같은 시장 세분화와 포지셔닝 전략은 디자인 경영에 있어 매우 중요한 전략적 단계라 할 수 있으며, 기업의 소비자 분석의 목적이기도 하다. 다차원 척도법은 군집 분석에서와 마찬가지로 자료에 내재된 구조를 찾아내어 자료를 함축적으로 표현하고자 하는 자료축약형 다변량 분석 기법이다. 패턴 분류의 수량화를 이용하는 POSA(Partial Order Scalogram Analysis)는 MSA(Multidimensional Scalogram Analysis)의 구조화된 방법으로 디자인 전략을 수립하는 단계에서 소비자의 성향을 보다 세분화할 수 있다. 본 논문에서는 디자인 리서치 단계에 POSA 방법론을 적용하였을 때 소비자 유형 분류가 가능하다고 보고, 창의적 디자인 컨셉의 도출에 어느 정도 역할을 하는지 알아보고자 함을 목적으로 하였다. 본 연구에서는 부분적 계층 분석법인 POSA 분석방법을 통하여 사용자의 계층을 세분화하는 방법을 고안하고, 이를 분석함으로써 소비자의 유형을 분류하여 디자인 포지셔닝과 방향을 제시하는 방법론을 제안하고자 하였다. 이를 위하여 설문조사를 통하여 POSA 기법을 이용한 소비자 유형 분류 방법이 고안되었고, 이를 기반으로 모바일 기기를 위한 프로젝트에 실제 디자인 사례로 적용되었으며, 이러한 소비자 유형 분석을 통하여 타겟 유저의 시나리오 작성 단계에서 창의적 발상을 지원한다는 점을 발견할 수 있었다.

  • PDF

DENTAL CARIES PATTERNS IN THE PRIMARY DENTITION: A CLUSTER ANALYSIS AND A MULTIDIMENSIONAL SCALING ANALYSIS (군집분석과 다차원척도법으로 본 유치열의 우식패턴)

  • Jeong, Seung-Yeol;Lee, Kwang-Hee;Ra, Ji-Young;An, So-Youn;Kim, Yun-Hee
    • Journal of the korean academy of Pediatric Dentistry
    • /
    • v.37 no.2
    • /
    • pp.159-167
    • /
    • 2010
  • The purpose of this study was to identify patterns of caries in the dentition of preschool children using cluster analysis and multidimensional scaling. 815 preschool children aged 36-71 months old were examined for caries experience. The first four clusters in the cluster analysis were (1) molars, (2) upper incisors, (3) lower 1st molars, and (4) upper 1st molars in teeth, (1) occlusal surfaces of lower molars and upper 2nd molars, (2) mesial surfaces of upper central incisors, (3) occlusal surfaces of lower 1st molars, and (4) separation between occlusal surfaces of upper and lower 2nd molars in tooth surfaces, and (1) proximal surfaces of upper anterior teeth, (2) occlusal surfaces of lower molars, (3) buccolingual surfaces of upper anterior teeth and (4) buccolingual, proximal, and occlusal surfaces of upper molars and buccolingual and proximal surfaces of lower molars in tooth surfaces groups. In the multidimensional scaling analysis, teeth could be divided into lower 1st molars, upper 1st molars, upper central incisors, upper lateral incisors, lower 2nd molars, upper 2nd molars, and the rest(canines, lower incisors), tooth surfaces could be divided into occlusal surfaces of lower molars, mesial surfaces of upper central incisors, occlusal surfaces of upper molars, and the rest, and tooth surface groups could be divided into proximal surfaces of upper anterior teeth, buccolingual surfaces of upper anteiror teeth, occlusal surfaces of lower molars, and the rest in the order of the distance from others. In the cluster analysis and the multidimensional scaling analysis, caries patterns were different according to the age.

Analysis of Emotional Characteristics on Life Environmental Noise I: Structural Analysis of Noise Adjectives (생활공간음의 감성 특성 분석 : 소음 형용사에 대한 차원분석)

  • 민윤기;손진훈
    • Science of Emotion and Sensibility
    • /
    • v.2 no.1
    • /
    • pp.69-75
    • /
    • 1999
  • 본 연구는 우리말 형용사를 이용하여 각종 생활공간음에 대해 느끼는 사람들이 감성적 반응의 차원을 밝히기 위한 기초 연구로 수행되었다. 형용사 사전에서 추출된 어휘들에 대한 적합성 및 유사성 평가를 통해 14개의 형용사가 최종적으로 선정되었고, 이 형용사들의 유사성 점수에 대해 요인분석, 다차원 척도 분석 및 군집분석을 시행하였다. 연구 결과 생활공간음에 대한 사람들의 감성적 반응은 크게 3가지 차원, 즉 쾌-불쾌, 민감-둔감 및 지각된 크기가 추출되었고, 소음에 대해 느끼는 감성은 이들 차원 상에서 측정될 수 있는 것으로 나타났다. 이들 차원들은 서로 직선적인 관계가 있는 것으로 보인다. 즉, 소음에 대해 민감한 사람은 그 소음에 대해 불쾌하거나 짜증을 일으키기 쉽지만 소음에 대해 불쾌하거나 짜즈을 일으킨 사람이 소음에 대해 민감한 사람이라고 볼 수는 없을 것이다. 따라서 이들 차원간에 구체적인 통로분석이 이루어져야 할 것으로 보이며 이는 후속연구에서 밝혀질 것이다. 또한 실제 소음을 제시하여 각각의 소음을 평가하는 경험적 연구도 수행될 것이다.

  • PDF

Dimensionality of emotion suppression and psychosocial adaptation: Based on the cognitive process model of emotion processing (정서 처리의 인지 평가모델을 기반으로 한 정서 억제의 차원성과 심리 사회적 적응)

  • Woo, Sungbum
    • Korean Journal of Culture and Social Issue
    • /
    • v.27 no.4
    • /
    • pp.475-503
    • /
    • 2021
  • The purpose of this study is to clarify the constructs of emotion suppression and help understanding on the multidimensional nature of emotion suppression by classifying constructs for suppression according to the KMW model. Also, this study examined the gender differences of emotion suppression. For this purpose, 657 adult male and female subjects were evaluated for attitude toward emotions, and difficulty in emotional regulation, as well as depression, state anger and daily stress scale. As a result of the exploratory factor analysis on the scales related to the emotion suppression factors, the emotion suppression factors corresponding to each stage of the KMW model were found to be 'distraction against emotional information, 'difficulty in understanding and interpretation of emotions', 'emotion control beliefs', 'vulnerability on emotional expression beliefs'. Next, the study participants were classified by performing a cluster analysis based on each emotion suppression factor. As a result, four clusters were extracted and named 'emotional control belief cluster', 'emotional expression cluster', 'emotional attention failure cluster', and 'general emotional suppression cluster'. As a result of examining the average difference of male depression, depression, state anger, and daily stress for each group, significant differences were found in all dependent variables. As a result of examining whether there is a difference in the frequency of emotional suppression clusters according to gender, the frequency of emotional suppression clusters was high in men, and the ratio of emotional expression clusters was high in women. Finally, it was analyzed whether there was a gender difference in the effect of the emotional suppression cluster on psychosocial adaptation, and the implications were discussed based on the results of this study.

Similarity Search Algorithm Based on Hyper-Rectangular Representation of Video Data Sets (비디오 데이터 세트의 하이퍼 사각형 표현에 기초한 비디오 유사성 검색 알고리즘)

  • Lee, Seok-Lyong
    • The KIPS Transactions:PartD
    • /
    • v.11D no.4
    • /
    • pp.823-834
    • /
    • 2004
  • In this research, the similarity search algorithms are provided for large video data streams. A video stream that consists of a number of frames can be expressed by a sequence in the multidimensional data space, by representing each frame with a multidimensional vector By analyzing various characteristics of the sequence, it is partitioned into multiple video segments and clusters which are represented by hyper-rectangles. Using the hyper-rectangles of video segments and clusters, similarity functions between two video streams are defined, and two similarity search algorithms are proposed based on the similarity functions algorithms by hyper-rectangles and by representative frames. The former is an algorithm that guarantees the correctness while the latter focuses on the efficiency with a slight sacrifice of the correctness Experiments on different types of video streams and synthetically generated stream data show the strength of our proposed algorithms.

Three-Dimensional Space Embedding of phylogenetic taxonomic units Preserving Evolutionarv Distance Relationship (진화적인 거리 관계를 반영한 계통분석 분류 단위의 3차원 공간 표현)

  • Lee, Seung-Hui;Hwang, Gyeong-Sun;Lee, Hye-Ri;Lee, Geon-Myeong;Lee, Chan-Hui
    • Proceedings of the Korean Institute of Intelligent Systems Conference
    • /
    • 2006.11a
    • /
    • pp.75-78
    • /
    • 2006
  • 계통발생학적 분석은 바이오인포메틱스에서 분류 단위의 진화적인 관계를 추정하는데 있어서 중요한 문제 중 하나이다. 계통발생학적 분석에서 사용되는 계통수는 분류 단위들 사이의 진화 거리에 대한 정보를 표현하기에는 부족하다. 이 논문은 진화거리 표현을 위해 3차윈 공간으로 분류 단위가 표현되기 위한 방법을 제안하고, 2차원 트리 뷰와 함께 3차원 공간에서 분류 단위들을 시각화하기 위한 도구를 개발하였다.

  • PDF

Tendency and Future Study of Recreation Specialization Research (레크리에이션 전문화 연구동향: 성과와 과제)

  • Lee, Mun-Jin;Lee, Yeon-Ju
    • The Journal of the Korea Contents Association
    • /
    • v.10 no.11
    • /
    • pp.403-413
    • /
    • 2010
  • The purpose of this study is to summarize study trend and achievements of recreation specialization, introduced to Korea in 1996 and recently started to be discussed a lot, and to state the problems and future development. Data related to recreation specialization were collected by using the database of KISS and RISS and 34 studies were utilized for the analysis. The studies were classified into six types; type I-introduction and proposal, type T-study tendency of recreation specialization in foreign countries, type U-quantitative studies using uni-dimensional approach to recreation specialization, type M-quantitative studies using multi-dimensional approach to recreation specialization, type Q-qualitative studies, and type S-variable relations using SEM. One of the problems found in the studies is that recreation specialization is still analyzed by using uni-dimensional approach to recreation specialization. Second, measures directly translated from foreign studies need to be verified the validity. In addition, domestic studies tend to simply follow foreign studies. Lastly, the studies lack variety(diversity) of research methods and researchers. The authors of this study argue that researchers must develop measures appropriate to Korean culture and diversify the research subjects and study methods.