• Title/Summary/Keyword: 탐색적 요인 분석

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Development of Elementary Teachers' Mathematical Beliefs Scale: A Validity and Reliability Study (초등학교 교사의 수학적 신념 측정도구 개발: 타당성 및 신뢰성 분석)

  • Hwang, Sunghwan
    • Journal of Elementary Mathematics Education in Korea
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    • v.24 no.3
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    • pp.259-277
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    • 2020
  • The purpose of this study was to develop and validate a scale of Korean elementary teachers' mathematics beliefs. We examined 299 elementary teachers' mathematical beliefs using 30 items, out of which 12 items covered beliefs about the nature of mathematics and 18 items covered beliefs about mathematics teaching and learning. In the first stage, we performed exploratory factor analysis using 149 survey data to examine the factor structure. In the second stage, we performed confirmatory factor analysis using 150 survey data. Building upon previous studies, we examined the construct validity of three different models to find the best factor structure. The study results indicate that the four-factor model with 14 items provides the best fit for the data: transmissive view of mathematics, constructivist view of mathematics, transmissive view of teaching and learning, and constructivist view of teaching and learning. The findings of the study reveal that each factor has adequate internal consistency and reliability. These results confirm that the beliefs scale is a reliable and valid measurement tool to measure Korean elementary teachers' mathematical beliefs. The implications of the study are discussed.

Cultural characteristics of Korean interpersonal relationships and scale development - affective relationships (한국인 인간관계의 문화적 특성과 척도개발 - 온정적 인간관계)

  • Yoon Park;Hyungin Shim;Sook Jong Lee
    • Korean Journal of Culture and Social Issue
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    • v.20 no.4
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    • pp.415-441
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    • 2014
  • The purpose of this study was to examine the cultural characteristics of Korean interpersonal relationships. A total of 45 preliminary items were selected through book and literature review about the characteristics of the Korean or Korean society in study 1. The first survey data were collected from the Korean university students. Through the item analysis and Exploratory Factor Analysis(EFA), 4 factors composed of 32 items were extracted. Four factors were found: 'friendly attitude, harmony, jeong(interpersonal affection), keeping relationship', and using content analysis, 20 items were refined. Study 2 was conducted with the data collected from the Korea adults. As the result of carrying out EFA and Confirmatory Factor Analysis(CFA), the final 17 items were fixed as an affective relationships scale of the Korean. And CFA were implemented to evaluate discriminative validity. Finally, the implications and limitations of this study were discussed.

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Validity and Reliability for the Use of Program Outcome Indirect Measurement Tool in Korean Nursing Baccalaureate Education (간호교육 프로그램 학습성과 간접측정도구의 활용을 위한 신뢰도 및 타당도 검증)

  • Song, Mi Ok;Kim, Heeyoung
    • The Journal of the Korea Contents Association
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    • v.21 no.8
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    • pp.608-618
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    • 2021
  • The aim of this study was to verify the feasibility and reliability of the program outcome indirect measurement tool developed for nursing college students in Korean. 396 nursing students from 5 nursing colleges participated in this study, data were collected from November 22 to December 10, 2019. Data analysis was conducted using the IBM Statistics SPSS 21.0 and AMOS 21.0 programs to analyze item analysis, exploratory and confirmatory factor analysis. As a result of the item analysis, all 79 items were selected for factor analysis. In the exploratory factor analysis, five items that were loaded with other factors were deleted. The final factor loading range was from .37 to .86, and the cumulative explanatory variance for 12 factors was 71.71%. No items were deleted as a result of the confirmatory factor analysis, and the final scale was consisted of 74 items. The average score for scale was 3.78 and Cronbach' α was .98. The feasibility and reliability of the program outcome indirect measurement tool have been verified through this study. Therefore it can be used as a more standardized indirect measurement tool for nursing college students.

Development of Learning Competency Scales : Focused on CTL Learning Program (대학 교수학습센터(CTL) 학습지원프로그램 맞춤형 학습역량 진단도구 개발 : A대학을 중심으로)

  • Kim, Nam-Heui;Kang, Dae-Sik
    • Journal of Korea Entertainment Industry Association
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    • v.15 no.8
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    • pp.269-278
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    • 2021
  • This study was conducted to develop a learning competency scales customized for learning programs conducted by Center for Teaching & Learning at A University. To achieve this purpose, a preliminary study was set up, which consists of three competency groups (basic competency, intensity competency, application competency) and 13 learning competency factors through a review of previous studies. In order to verify the reliability and validity of the provisional learning competency scales, an online survey was conducted on A university students in September 2020, The collected questionnaire data were organized and exploratory factor analysis and confirmatory factor analysis were conducted. As a result of exploratory factor analysis, 13 learning competency was reduced to 10 as the three competency groups were maintained. As a result of the confirmatory factor analysis, the model was found to be good, Also, as a result of analyzing the reliability of the confirmed learning competency factors, all 10 factors showed a good level of .7 or more. The learning competency scales developed through this study can be used as basic data for performance evaluation and development of new programs of CTL learning program.

인터넷 커뮤니티를 통한 소비자 정보탐색 -혼수용 한복 커뮤니티를 중심으로-

  • 유지헌
    • Proceedings of the Costume Culture Conference
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    • 2004.04a
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    • pp.69-71
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    • 2004
  • 본 연구는 적극적인 의사 참여가 이루어지고 있는 인터넷 커뮤니티상의 혼수용 한복 관련 콘텐츠를 분석하여 구매 전 정보탐색 요인과 구매 후 정보 제공 요인을 비교분석하고, 그에 따른 혼수용 한복 마켓팅 전략을 제안하는데 목적이 있다. 연구 방법은 논문, 학회지, 인터넷 관련 도서, 간행물 등을 통한 문헌고찰과 인터넷 커뮤니티 사이트의 가입 회원들의 의견 교환 콘텐츠를 분석하는 내용 분석법을 병행하였다. (중략)

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An Empirical Study on the Obstacle Factors of ISMS Certification Using Exploratory Factor Analysis (탐색적 요인 분석을 이용한 기업의 ISMS 인증 시 장애요인에 관한 연구)

  • Park, Kyeong-Tae;Kim, Sehun
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.24 no.5
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    • pp.951-959
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    • 2014
  • In the past few years, data leakage of information assets has become a prominent issue. According to the National Intelligence Service in South Korea, they found 375 cases of data leakage from 2003 to 2013, especially 49 of cases have been uncovered in 2013 alone. These criminals are increasing as time passes. Thus, it constitutes a reason for establishment and operation of ISMS (Information Security Management System) even for private enterprises. But to be ISMS certified, there are many exposed or unexposed barriers, moreover, sufficient amount of studies has not been conducted on the barriers of ISMS Certification. In this study, we analyse empirically through exploratory factor analysis (EFA) to find the obstacle factors of ISMS Certification. The result shows that there are six obstacle factors in ISMS Certification; Auditing difficulty and period, Consulting firm related, Certification precedence case and consulting qualification, Internal factor, CA reliability and auditing cost, Certification benefit.

The Analysis of the Factors of the Effectiveness of Science Teacher as Perceived by Students through the Perspective of Teacher Knowledge (교사 지식의 관점에서 학생들이 인식하는 과학 교사 효과성 요인 분석)

  • Lee, Kiyoung;Park, Jaeyong
    • Journal of The Korean Association For Science Education
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    • v.34 no.7
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    • pp.625-634
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    • 2014
  • This study has investigated the factors that make a science teacher effective by analyzing students' perception of teacher knowledge required in enhancing their science learning. The basic components of teacher knowledge identified by previous researchers have been confirmed through Exploratory Factor Analysis (EFA). Based on the findings of the EFA, the questionnaire has been further analyzed using Confirmatory Factor Analysis (CFA) by means of Structural Equation Modeling (SEM). In addition, the differences in students' perception on the identified factors of effectiveness have also been analyzed in terms of gender and achievement level. The findings of the EFA showed that five factors of science teacher effectiveness were identified; namely, substantive knowledge, syntactic knowledge, knowledge of students' understandings, knowledge of instructional strategies, and knowledge of assessment. These five components have been divided into two categories of teacher knowledge, SMK and PCK. What we found from the CFA was the respective high correlation between substantive and syntactic knowledge, knowledge of students' understanding and instructional strategies and the low correlation between substantive knowledge and knowledge of instructional strategies. Students perceived substantive knowledge as the most effective factor, knowledge of assessment as the least effective factor. Also, there have been considerable differences in students' perception by gender and achievement level. We proposed, based on the findings, that SMK and PCK need to be integrated into a coherent manner for the effective science teaching practice. This study provides some implications for science teacher professional development and the improvement of science teacher preparation program.

BEHIND CHICKEN RATINGS: An Exploratory Analysis of Yogiyo Reviews Through Text Mining (치킨 리뷰의 이면: 텍스트 마이닝을 통한 리뷰의 탐색적 분석을 중심으로)

  • Kim, Jungyeom;Choi, Eunsol;Yoon, Soohyun;Lee, Youbeen;Kim, Dongwhan
    • The Journal of the Korea Contents Association
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    • v.21 no.11
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    • pp.30-40
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    • 2021
  • Ratings and reviews, despite their growing influence on restaurants' sales and reputation, entail a few limitations due to the burgeoning of reviews and inaccuracies in rating systems. This study explores the texts in reviews and ratings of a delivery application and discovers ways to elevate review credibility and usefulness. Through a text mining method, we concluded that the delivery application 'Yogiyo' has (1) a five-star oriented rating dispersion, (2) a strong positive correlation between rating factors (taste, quantity, and delivery) and (3) distinct part of speech and morpheme proportions depending on review polarity. We created a chicken-specialized negative word dictionary under four main topics and 20 sub-topic classifications after extracting a total of 367 negative words. We provide insights on how the research on delivery app reviews should progress, centered on fried chicken reviews.

Validation of RESPECT-Music With a Korean Sample (한국판 음악 기능 척도의 타당화와 정서적 적응과의 관계)

  • Lee, Jung Yun;Kim, Minhee
    • Journal of Music and Human Behavior
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    • v.14 no.2
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    • pp.45-70
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    • 2017
  • The purpose of this study was to validate the Korean version of RESPECT-Music, which measures personal, social and cultural function of music, and to examine the correlation between the measured RESPECT data and the data measured from other scales for emotions. A survey was conducted with two separate groups of undergraduate students. Exploratory factor analysis with sample A (N=212) and confirmatory factor analysis and correlation analyses with sample B (N=296) were conducted. The result of exploratory factor analysis generated 10 factors as influential factors in music use, which was the similar results to the original scale: background, values, focus, dancing, family bonding, cultural identity, political attitudes, venting, emotional expression and social bonding. In the confirmatory factor analysis, this 35-item measurement was found to obtain adequate internal consistency and reliability. In addition, the correlations were found with other scales measuring emotional adjustment. Specifically, RESPECT showed a positive correlation with scales for positive affect, reappraisal, negative mood regulation and repair. Among the generated factors as music function, dancing was highly correlated with emotional adjustment, while political attitudes was negatively correlated with emotional adjustment. The results indicate that music use in our everyday lives is intercorrelated with the intrapersonal and interpersonal motives and emotional adjustment, while the function of music that influences cultural identity was not associated with the level of emotional adjustment. Implications for future studies were also suggested.

Technology Teachers' Motivation toward Teaching Biotechnology (생물기술교육에 대한 기술교사의 동기유발)

  • Kwon, Hyuksoo
    • 대한공업교육학회지
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    • v.34 no.1
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    • pp.252-273
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    • 2009
  • Due to the importance of biotechnological literacy, the educational community in fields such as technology education, science education, and agricultural education has acknowledged the importance of biotechnology instruction for secondary school. Although recognized as a content organizer in the field of technology education, the actual teaching of biotechnology has not been broadly implemented in technology education classes. In the perspective of expectancy-value theory, technology teachers' motivation is the key factor for affecting the biotechnology instruction. This study investigates Korean technology teachers' motivational beliefs toward biotechnology and its instruction and their perceived ability and value toward biotechnology learning contents. To measure their motivational beliefs and attitudes, a composite on-line survey (fifteen motivational beliefs items, eight biotechnology content items, and related demographic items) was developed. Based on 114 Korean technology teachers' responses the researcher performed a descriptive analysis, independent t-test, and factor analyses (exploratory and confirmatory factor analysis using M-plus 5.0 and SPSS 16.0). Korean technology teachers' abilities toward eight biotechnology contents indicated lowscores while their values were relatively high. Through the independent sample t-test by two demographic variables (gender and professional development), this study found several significant differences in the perceived value. As a preliminary finding of exploratory factor analysis, fifteen items was separated into two motivational constructs of expectancy (6 items) and value (8 items). One item (item #6) was eliminated due to the cross loading. The final findings of this study may have significant implications for professional development regarding biotechnology and its instruction (both in-service and pre-service training) of technology teachers. Also, the confirmatory facctor analysis supported the preliminary finding. Finally, this study recommends that a validity test for other population, investigation for motivational sub-constructs, and in-depth investigation toward biotechnology instruction.