• Title/Summary/Keyword: The exploratory factor analysis

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한국어판 플러턴 어드밴스드 균형 척도의 신뢰도와 타당도 연구 (Reliability and Validity Study on the Korean Version of the Fullerton Advanced Balance Scale)

  • 김경모
    • 한국전문물리치료학회지
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    • 제23권1호
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    • pp.31-37
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    • 2016
  • Background: The assessment tool developed in other countries should be translated into Korean language using rigorous methodological approaches in order to be used in Korea. Because these procedures are insufficient for establishing the cross-cultural and linguistic equivalence, the need for statistical methods is raised. The Fullerton Advanced Balance Scale was translated into Korean and the content validity was verified through the back translation method, but the reliability and validity have not yet been proven by statistical methods. Objects: The purpose of this study was to investigate the reliability and validity of the Korean version of the Fullerton Advanced Balance Scale (KFAB) by statistical methods in elderly people. Methods: A total of 97 elderly adults (39 males and 58 females) participated in this study. Internal consistency of the KFAB was measured using Cronbach's alpha and an intraclass correlation coefficient (ICC) was used to assess test-retest reliability between the two measurement sessions. Concurrent validity was measured by comparing the KFAB responses with the Korean version of the Berg Balance Scale (KBBS) using the Spearman correlation coefficient. Construct validity of the KFAB was measured using the exploratory factor analysis to evaluate the unidimensionality of the questionnaire. The significance level was set at ${\alpha}=.05$. Results: The internal consistency of the KFAB was found be adequate with Cronbach's alpha (.96), and test-retest reliability was excellent as evidenced by the high ICC (r=.996). Concurrent validity showed high correlation between the KFAB and KBBS (r=.89, p<.001). Construct validity was evaluated using exploratory factor analysis. The result from Bartlett test of sphericity was statistically significant (p<.001), and the value of Kaiser-Meyer-Olkin measure of sampling adequacy was .93. Exploratory factor analysis revealed the existence of only one dominant factor that explained 76.43% of the variance. Conclusion: The KFAB is a reliable, valid and appropriate tool for measuring the balance functions in elderly people.

부모-유아 어휘 상호작용 척도의 개발 및 타당화 (Development and Validation of Parent-child Lexical Interaction Scale for Preschoolers (PLIS-P))

  • 정수지;최나야
    • Human Ecology Research
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    • 제58권3호
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    • pp.429-445
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    • 2020
  • This study developed and validated a 'Parent-child Lexical Interaction Scale for Preschoolers (PLIS-P)'. First, we developed the preliminary scale with 7 factors after reviewing previous literature related to vocabulary and literacy instruction for young children and reflected on feedback from child studies experts and mothers with young children. Subsequently, to validate the scale, the online survey was conducted on mothers with 5-to 6-year-old children who live in Seoul, Gyeonggi, Incheon, Gyeongsang, Chungcheong, Jeolla, Gangwon, and Jeju. Responses from 309 mothers were used to conduct exploratory and confirmatory factor analysis and correlation analysis. The results were as follows. First, the result of exploratory analysis showed that the model with 7 factors was satisfactory: (1) vocabulary exposure, (2) word elaboration, (3) scaffolding, (4) play activity, (5) conventional instruction, (6) word type awareness instruction, (7) word morphology instruction. Second, confirmatory factor analysis confirmed the good fit of the model. Third, the concurrent validity was confirmed by correlation analysis using EC-HOME. Last, the internal consistency reliability of each factor of PLIS-P was also confirmed. This study developed both a theoretical framework of parent-child lexical interaction and a Parent-child Lexical Interaction Scale for Preschoolers. This scale can be used by parents, practitioners, and researchers to acquire knowledge about interaction related to words between Korean parents and young children.

Validity and Reliability of the Life Transition Scale in Parents of Disabled Children Across the Life Transition Process

  • Hong, Sun Woo;Kim, JinShil;Bang, Hwal Lan
    • Child Health Nursing Research
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    • 제26권3호
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    • pp.338-347
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    • 2020
  • Purpose: The Life Transition Scale (LTS) consists of 24 items that assess the life transition process of parents of autistic children. This study aimed to examine the validity and reliability of the LTS in parents of children with a wide spectrum of disabilities. Methods: Data were collected from 260 parents of children with disabilities through self-report questionnaires. Validity was examined using exploratory and confirmative factor analysis to determine the factor structures of the LTS; socio-demographic differences in LTS scores were examined using the t-test or ANOVA. Reliability was examined using Cronbach's α coefficient. Results: A four-factor structure was validated (χ2=640.0, p<.001, GFI=.81, RMSEA=.07, NNFI=.89, CFI=.89, PNFI=.74, Q [χ2/df]=2.60). The validity of the LTS was verified by exploratory factor analysis, with factor loading ranging from .30 to .80. There were significant differences in the accepting phase according to children's and parents' age and the type of disability, and in the wandering phase according to parental gender, educational level, job, and socioeconomic status. The Cronbach's αs for the reliability of each of the four structures were acceptable, within a range of .80~.90. Conclusion: The LTS is a valid and reliable measurement to assess the life transition process of parents with disabled children.

중학교 일학년 학생에서 모즐리 강박척도를 이용한 탐색적 요인 분석 (Exploratory Factor Analysis of the Maudsley Obsessive-Compulsive Inventory in Middle School Students)

  • 박경혜;김효원;김진영;정인원
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • 제22권2호
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    • pp.89-94
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    • 2011
  • Objectives : The purpose of this study was to assess the factor structures related to the Maudsley Obsessive-Compulsive Inventory (MOCI) in middle school students. Methods : A total of 1,175 7th grade students from four middle schools in Paju city completed the MOCI, Center for Epidemiological Studies-Depression scale (CES-D), and Self Esteem Scale (SES). An exploratory factor (maximum likelihood method with oblique rotation) and correlation analyses were subsequently performed. Results : The two main factors related to the MOCI were 'intrusive thought' and 'contamination'. 'Intrusive thought' was positively correlated with the CES-D and negatively associated with the SES. 'Contamination' had a negative correlation with self-esteem as measured by the SES. Conclusion : The results of this study revealed a two-factor structure of obsessive and compulsive symptoms in middle school students.

과학 고등학교와 일반 고등학교 학생들을 대상으로 시스템 사고측정 도구의 타당도 검증 및 시스템 사고 비교 (Revalidation of Measuring Instrument Systems Thinking and Comparison of Systems Thinking between Science and General High School Students)

  • 이효녕;이현동
    • 한국과학교육학회지
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    • 제33권6호
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    • pp.1237-1247
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    • 2013
  • 이 연구의 목적은 이효녕 등(2013)에 의해 개발된 시스템 사고 측정 검사지의 타당도 재검 및 시스템 사고 측정 검사지를 활용하여 과학영재학생과 일반학생의 시스템 사고에 유의미한 차이가 있는지 알아보는 것이다. 과학고등학교 학생 116명과 인문계 고등학교 학생 553명에게 시스템 사고 측정 검사지를 투입하고 SPSS 18.0을 활용한 탐색적 요인분석과 Amos를 활용한 확인적 요인분석을 실시하였다. 그리고 SPSS 18.0을 활용해 과학영재학생과 일반학생 두 집단의 검사지 평균을 독립표본 t-test를 수행하여 시스템 사고에 유의미한 차이가 나타나는지 살펴보았다. 탐색적 요인분석 결과 5개의 요인구조가 나타났으며 각 요인별 4문항씩 적재되었다. 시스템 사고 측정도구의 전체 신뢰도는 .875였으며, 각 하위 요인의 신뢰도는 .693~.751로 신뢰로운 검사지로 나타났다. 확인적 요인분석에서도 ${\chi}^2/df$값이 2.765, TLI는 .907, CFI 는 .929, IFI는 .930, RMSEA는 .044로 모형 적합도 5개 수치에서 적합한 값을 보여주어 모형을 수용할 수 있다. 그리고 과학영재학생과 일반학생의 시스템 사고를 t-test를 이용해 비교해 본 결과 시스템 사고 전체 문항 뿐 아니라 모든 하위 영역에서 과학영재학생이 일반학생에 비하여 우수한 시스템 사고를 하고 있음을 보여주었다. 이 연구가 더 낳은 성과를 얻기 위해서는 학생들의 시스템 사고 향상을 살펴보는 연구에서 다른 질적 연구 도구와 함께 활용될 필요가 있으며, 나아가 다양한 학교 급에 적용 가능한 시스템 사고 측정 도구도 함께 개발될 필요가 있다.

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

  • 박경태;김세헌
    • 정보보호학회논문지
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    • 제24권5호
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    • pp.951-959
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    • 2014
  • 최근 들어 세계적으로 정보자산 유출에 대한 문제가 대두되고 있다. 국가정보원에 따르면, 2003년부터 2013년까지 총 375건의 해외 기술 유출을 적발했으며, 특히 2013년 한 해에만 49건이 적발되는 등 시간이 갈수록 증가 추세를 보이고 있다. 이는 기업에서 정보보호 관리체계를 수립 운용하고 이를 인증 받아야 할 필요성이 있음을 뜻한다. 하지만 ISMS 인증을 받기 위해서는 아직까지 이미 드러난, 혹은 아직 드러나지 않은 장애요인들이 상당히 존재하며, 관련 연구 또한 아직 부족하다. 따라서 본 연구에서는 기업이 ISMS 인증 시에 어떤 장애요인을 가지고 있는지 탐색적 요인 분석 기법을 이용하여 실증적으로 분석하였다. 연구 결과, 심사 난이도 및 기간, 컨설팅 업체 관련 요인, 인증 선행 사례 및 컨설팅 인력 자질, 내부적 요인, 인증기관 신뢰도 및 심사 비용, 인증 혜택 관련 요인과 같이 총 여섯 개의 압축된 요인을 도출하였다.

이용자가 인식하는 공공도서관 서비스품질 결정요인 분석 (Factor Analysis of User's Perceptions Regarding the Public Libraries Service Quality)

  • 오동근;임영규;여지숙
    • 정보관리연구
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    • 제40권2호
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    • pp.47-70
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    • 2009
  • 이 연구는 공공도서관의 서비스품질을 측정하기 위한 공통된 요인을 추출하여, 표준화된 서비스품질 측정도구를 개발하기 위한 탐색적 시도로 이루어졌다. 이 연구는 선행연구를 바탕으로 기존의 주요척도들을 사용하여 공공도서관의 서비스품질을 직원의 상호작용, 정보자원 및 프로그램, 물리적 환경 및 시설의 세 가지 차원 나누고, 이를 다시 하위차원으로 세분하였다. 아울러 이 서비스품질의 차원을 바탕으로 위계적 3차원 요인 구조모형을 설정하고 이를 탐색적 요인분석과 확인요인분석을 실시하여 검정하였다.

Revalidating the Factor Structure of Types of Horticultural Therapy Activities with Confirmatory Factor Analysis

  • Kim, Yong Hyun;Huh, Keun Young;Hong, In-Kyoung;Lee, Sang-Mi;Bae, Hwa-Ok;Huh, Moo Ryong
    • 인간식물환경학회지
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    • 제23권4호
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    • pp.475-484
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    • 2020
  • Background and objective: Horticultural activity is one of the most basic elements of horticultural therapy, which brings about therapeutic effects for participants through various plant-related activities. The main objective of this study was to verify the results of previous research, which suggested six types of activities from the exploratory factor analysis. Methods: To meet the purpose of this study, a questionnaire was designed to determine the preferences for 6 types of the horticultural therapy activities. The survey was conducted on 703 people from March 7 to June 20, 2019. The data of 674 cases were used into the final analysis, excluding unreliable responses. Descriptive statistics, and reliability analysis were performed using IBM SPSS Statistics 25, and confirmatory factor analysis was performed using IBM SPSS Amos 21. Results: First, horticultural therapy activities were classified into 6 types from the exploratory factor analysis, as conducted in previous research. The confirmatory factor analysis provided that the fit of the final model was satisfactory with χ2 = 1,300.590 (p < .001), RMR = .045, GFI = .876, RMSEA = .062, NFI = .914, TLI = .905, CFI = .914. Conclusion: This result revalidated that the mode with 6 types of horticultural therapy activities from previous research is appropriate criteria for the classification of horticultural activities. The model could be used to design more systematic horticultural therapy programs that meet the needs or circumstances of the subject, or that are suitable for necessary therapeutic intervention methods.

한국어판 임상학습환경과 슈퍼비전, 임상실습지도교수(CLES+T) 측정도구의 타당도와 신뢰도 (Validity and Reliability of the Korean Version Scale of the Clinical Learning Environment, Supervision and Nurse Teacher Evaluation Scale (CLES+T))

  • 김선희;유소연;김예영
    • 대한간호학회지
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    • 제48권1호
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    • pp.70-84
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    • 2018
  • Purpose: This study was conducted to evaluate the validity and reliability of the Korean version of the clinical learning environment, supervision and nurse teacher evaluation scale (CLES+T) that measures the clinical learning environment and the conditions associated with supervision and nurse teachers. Methods: The English CLES+T was translated into Korean with forward and back translation. Survey data were collected from 434 nursing students who had more than four days of clinical practice in Korean hospitals. Internal consistency reliability and construct validity using confirmatory and exploratory factor analysis were conducted. SPSS 20.0 and AMOS 22.0 programs were used for data analysis. Results: The exploratory factor analysis revealed seven factors for the thirty three-item scale. Confirmatory factor analysis supported good convergent and discriminant validities. The Cronbach's alpha for the overall scale was .94 and for the seven subscales ranged from .78 to .94. Conclusion: The findings suggest that the 33-items Korean CLES+T is an appropriate instrument to measure Korean nursing students'clinical learning environment with good validity and reliability.

패션기업과 아티스트 간의 공동상품화를 위한 파트너쉽에 관한 연구 - 탐색적 요인분석, 구조방정식 모형분석을 중심으로 - (Partnerships for joint product development between fashion companies and artists - focusing on exploratory factor analysis and structure equation model analysis -)

  • 최소라;정성지;김동건
    • 한국의상디자인학회지
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    • 제21권1호
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    • pp.47-57
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    • 2019
  • The purpose of the study was to explore effective satisfaction factors for continuous partnerships between fashion companies and artists. A questionnaire was developed by the researchers and results were collected from a total of 273 people who were working for a fashion company or working as an artist. Data was analyzed by the use of a frequency test, a reliability test, an exploratory factor analysis and a structure equation model analysis using AMOS 18.0. The results of the study were as follow. First, profitability and adequacy had significant effects, but awareness had no effect on confidence concerning the partnership. Second, awareness and profitability showed significant effects, but adequacy showed no effect on the flow among those in the partnership. Third, confidence had a significant effect on flow. Fourth, among the partnership factors, confidence and flow had significant effects on partnership satisfaction. Fifth, flow showed a significant effect on the intent for a continuous partnership, but confidence showed no effect.