• Title/Summary/Keyword: 확인적 요인분석

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A Study on Validation of OCLI for Evaluating of Life-Long Learning Ability (평생학습능력 평가를 위한 계속학습조사도구(OCLI: Oddi Continuing Learning Inventory) 타당화 연구)

  • Han, Ji-Young;Lee, Min-Young
    • Journal of Engineering Education Research
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    • v.12 no.4
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    • pp.75-83
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    • 2009
  • The purpose of this study was to verify factor structure and validation of Oddi Continuing Learning Inventory (OCLI) and prove up possibility of usage as an evaluation tool for evaluating life-long learning. 330 students in school of engineering of I university at Incheon province were responded for OCLI. Data were analyzed using descriptive statistics, exploratory factor analysis and confirmatory factor analysis. As the exploratory factor analysis results, 24 items in original version were converted to 19 items. The total reliability was .774 and the total covariance was 40.57%. As the confirmatory factor analysis results, four items were removed and GFI .938, AGFI .915, CFI .908 appeared to fit all the criteria. The RMSEA index 0.054 also appeared to fit significantly higher.

Development and Validation of the Scale of Care Competence for Adolescent (청소년 돌봄역량 측정도구의 개발 및 타당화)

  • Lee, Jisun;Choi, Saeeun
    • Journal of Korean Home Economics Education Association
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    • v.35 no.2
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    • pp.111-132
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    • 2023
  • The objective of this research is to conceptualize care competences for adolescents and to develop a valid measurement tool based on this conceptualization. The primary aim is to establish a solid foundation for effective communication in teaching care competences within the domain of home economics education. To achieve this, a comprehensive review of relevant literature and previous studies was conducted, and consultations with experts were undertaken to assess content and criterion-related validity. Furthermore, exploratory and confirmatory factor analyses were performed. The findings from these analyses resulted in a set of 34 items, which were categorized into five distinctive factors representing care competences in adolescents. These factors encompassed four items of care thinking, seven items of care emotion, six items of care behavior, seven items of self-care and ten items of community-care. Additionally, a reliability analysis was performed on the model, confirming the stability and consistency of the five factor structure and the 34 item scale, which assess care competences in adolescents.

Development and Validation of Virtual Training Content Satisfaction Measurement Tool (가상훈련 콘텐츠 만족도 측정도구 개발 및 타당화)

  • Miseok Yang;Woocheol Kim;Ohyoung Kwon
    • Journal of Practical Engineering Education
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    • v.15 no.1
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    • pp.1-11
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    • 2023
  • The purpose of this study is to develop and validate a tool that measures the satisfaction of virtual training learners' use of virtual training content. To this end, 491 copies of the basic questions derived from the satisfaction questions used by the K University Online Lifelong Education Center were used for the final analysis by conducting an online survey of learners who accessed STEP, the K University Online Lifelong Education Center portal. The 491 copies of data finally used were analyzed by methods such as basic question analysis, exploratory factor analysis, reliability analysis, and confirmatory factor analysis. First, in the basic question analysis, there were no questions that exceeded the acceptance criteria of an average of 4 points or more, skewness ±2, and kurtosis ±4. Second, the correlation coefficient for each sub-factor of virtual training content satisfaction derived after exploratory factor analysis was good as r=.682 to .822 (p<.01). The reliability coefficient for each sub-factor is content .849, content utilization .922, System and Operations Support .841, Intention to Continue Utilization .920, the overall reliability is. It was very high at .956 Fifth, as a result of confirmatory factor analysis, the compositional conceptual diagram is. It was .842 to .926, higher than the recommended standard of .7, and the average variance extraction degree. It appears to be .640 to .796, higher than the recommended standard of .5, which can be seen as representative of each constituent concept. As a result of verifying the validity of virtual training learners' content satisfaction recruitment, four factor models were derived: content substance, content utilization, system and operation support, and intention to continue use. This study is meaningful in that it empirically developed a tool to measure content satisfaction of virtual training learners and provided a reference frame and criteria.

Construct Validity of Korean Translated Gifted Rating Scale (한국어판 Gifted Rating Scale의 구인타당도)

  • Lee, Dong-Hyuck
    • Journal of Gifted/Talented Education
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    • v.20 no.2
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    • pp.595-619
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    • 2010
  • This study examined the construct validity of a Korean translated version of the Gifted Rating Scales-School Form (GRS-S). Data were collected from five elementary schools in a metropolitan area and a midsize town in South Korea. Confirmatory factor analysis results indicated that the original factor structure (6-factor solution) fit the data collected from the teachers. However, the 6-factor solution did not fit the data collected from the parents. Thus, exploratory factor analysis was conducted for the parent data. The results showed that seven factors were extracted, and the factors explained 71.96% of the total variance. Unlike the original factor structure, some items of the academic ability scale were grouped with intellectual ability scale, and a creativity scale item and another academic ability scale item were an independent factor. The study outcomes provide preliminary support for a translated version of the GRS-S with elementary students in Korea. More detailed interpretations and implications of the results are discussed in the study.

Development and Validation of the Kkondae Scale (꼰대 척도의 개발 및 타당화)

  • Lee, Jiyeon;Ko, DongWoo;Choi, Kyeongchan
    • The Journal of the Korea Contents Association
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    • v.21 no.9
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    • pp.164-175
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    • 2021
  • The purpose of this study is to develop the 'Kkondae Scale' and verify its validity. For this purpose, three constructive concepts (attribution error, cognitive rigidity, and one-way communication) were derived through expert interviews, prior research and literature analysis, and 15 preliminary questions were selected. In addition, a preliminary scale was developed by modifying or adding items to conform to each constructive concept through expert content validity evaluation. Next, as a result of the exploratory factor analysis of about 250 adults, a three-factor structure model was derived. As a result of the confirmatory factor analysis on the preliminary scale for about 401 adults, it was confirmed that the fit of the three-factor structure was good. As a result of convergence and discriminatory validity analysis, it was confirmed that the developed scale was a valid tool to measure Kkondae by showing appropriate correlations with listening attitude, empathy, acceptance of others, and intellectual humility. Finally, based on the results of this study, the significance, limitations, and future research direction of the study were discussed.

A Study on Construct Validity of Contextual Performance for Social Workers (사회복지사의 맥락적 수행에 대한 개념타당성 연구)

  • Cho, Sung-Woo
    • Korean Journal of Social Welfare
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    • v.58 no.2
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    • pp.87-118
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    • 2006
  • The purpose of this paper is to test construct validity of contextual performance of social worker. The participants in this study included 170 social worker in community welfare center nationwide. A narrative data of social work practice experience and MTMM(multitriat-multimethod) data on job performance were collected. I classified meaningful contextual behavior cases by qualitative methods, and examined discriminant validity of contextual and task performance by CFA model. Data analysis showed that social workers' contextual performance has discriminant validity and sub constructs of this concept have internal consistency. However, some construct are not completely independent.

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Validation of the Korean Version of the Posttraumatic Growth Inventory-Expanded (외상 후 성장 척도 확장판(The Posttraumatic Growth Inventory-Expanded: PTGI-X)의 한국판 타당화 연구)

  • Kim, Si Hyeong;Lim, Sujeong;Shin, Jiyoung;Lee, Deok Hee;Lee, Dong Hun
    • Korean Journal of Culture and Social Issue
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    • v.26 no.3
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    • pp.195-220
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    • 2020
  • The purpose of this study was to validate the Korean version of the post-traumatic growth inventory-expanded(K-PTGI-X), which has been widely used to assess posttraumatic growth. The PTGI-X is a measure of the addition of the items to measure the existential growth as the need for modification to the factors of the 'increase of spiritual interest' in the existing PTGI is suggested. We examined the factor structure, reliability, and validity of a Korean version of the PTGI-X among 625 Korean adults who have experienced trauma events. First, EFA confirmed the appropriate PTGI-X factor structure and found that the 4-factor structure was the most appropriate. Next, as a result of CFA, it was found that the model to which correlation between items was added to the 4-factor model was good. Next, testing internal consistency, CR, and AVE of the K-PTGI-X showed that PTGI-X's items are reliable. Also, we tested the concurrent validity and discriminative validity. All of the K-PTGI-X scales significantly correlated with measures of deliberate rumination and core-belief except for the intrusive rumination. Finally, to add an understanding of K-PTGI-X, t-test according to demographic variables was conducted. Recommendations for future research and implications were discussed.

Validation of Science Self-Efficacy Scale for Pre-Service Teachers and Latent Mean Analysis According to Background Variable (예비 교사들을 대상으로 한 과학적 자기 효능감 척도 타당도 검증과 배경 변인별 잠재평균분석)

  • Lee, Hyundong
    • Journal of Korean Elementary Science Education
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    • v.41 no.1
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    • pp.65-78
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    • 2022
  • This study aims to 1) verify the validity of the Science self-efficacy scale and 2) perform a latent mean analysis of the background variables about a pre-service teacher. The study uses pre-tests to analyze data from 187 pre-service teachers, which uses Tark's Science self-efficacy scale (2011). To identify the factor structure, exploratory factor analysis was performed. Based on the results of the pilot test, the expert group council revised the scale for the pre-service teachers to respond to the 3-factor structure. In the main test, 354 data were analyzed through a modified Science self-efficacy scale, and exploratory and confirmatory factor analyses were performed. The results of the study are as follows: First, in the pilot test, the pre-service teacher responded to a 3-factor instrument, but the validity of two items was examined further below. Second, the pre-service teachers responded to a 3-factor instrument on 29 items for the modified Science self-efficacy scale. The total reliability of the instrument was .886 and the reliability of each factor was analyzed as .882-.886. Finally, the latent mean analysis by gender showed that females have a higher self-regulation efficacy factor and males have a higher self-confidence factor (Cohen's d > .3). Furthermore, there is a significant difference in task difficulty preference and self-regulatory efficacy factor (Cohen's d > .8) between the college preparatory and science subject preference. This study provides important insights into and contributions to the accurate scientific self-efficacy diagnosis of pre-service teachers, as well as proposes a curriculum to improve the scientific self-efficacy of prospective teachers.

A Data Factorization Study for the Application of Digital Twin Technology to Container Ports (컨테이너 항만의 디지털 트윈 기술 적용을 위한 데이터 요인화 연구)

  • Nam, Jung-Woo;Kim, Yul-Seong;Shin, Young-Ran
    • Journal of Navigation and Port Research
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    • v.46 no.1
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    • pp.42-56
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    • 2022
  • Due to the 4th Industrial Revolution announced at the Davos Forum, the World Economic Forum, in 2016, industrial trends around the world are changing rapidly and intelligently. Among them, the digital twin is drawing attention from all industries as a groundbreaking technology that reduces unnecessary costs and trial and error by implementing real objects, systems, and environments in the same way in the real virtual world and using them to perform simulation analysis. In particular, there is a lot of interest in the application of digital twin technology in solving ports safety and efficiency challenges at once. However, there is a lack of in-depth research for the application of digital twin technology in the port, and in particular, there is a lack of research on measurable data for the implementation of the digital twin in ports. The purpose of this study was to increase granularity and connectivity through measurable data investigation for the application of digital twin technology at container ports. Based on the study results, data factors for container port application were classified into crane data, operational data, physical data, and transportation data, and factor composition, correlation with factors, and fitness were confirmed through confirmatory factor analysis.

A Study on the Effects of Quality of u-City Service on Customer Satisfaction in the Korea : Focusing on Public Services (한국의 u-City서비스 품질이 고객만족에 미치는 영향 : 공공서비스를 중심으로)

  • Kwak, Jin-Jo;Hwang, Chan-Gyu
    • The Journal of the Korea institute of electronic communication sciences
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    • v.8 no.9
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    • pp.1351-1358
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    • 2013
  • This paper aims to study the effects of quality of u-City public service on customer satisfaction in the Korea and is summarized as follows. First, we propose a model for assessing customer's satisfaction on u-City public services. The model comprises of information system (IS) quality, information quality, service quality and publicity. For verifying a model, a statistical study by SPSS 12.0 and AMOS 16.0 has been performed. Second, it is shown from the analysis that information system (IS) quality, information quality and publicity have a positive effect on customer satisfaction. while service quality does not. Last, the study shows that u-City public service enables any citizen to connect to necessary service in anytime and anywhere.