Earticle

현재 위치 Home

Exploratory Factor Analysis using Maximum Likelihood Estimation(MLE) and Oblique Rotation(Direct Oblimin) on Multicultural Experiences of University Students : Focusing on Principal Component Analysis(PCA) and Varimax Comparison

첫 페이지 보기
  • 발행기관
    ASCONS 바로가기
  • 간행물
    IJBSA 바로가기
  • 통권
    Volume 4 Number 1 (2022.03)바로가기
  • 페이지
    pp.12-18
  • 저자
    Ja-Ok Kim, Jong-Hyuck Kim, Seung Ju, Kang, Hyun Mi, Oh, Eun-Hee Park
  • 언어
    영어(ENG)
  • URL
    https://www.earticle.net/Article/A415864

※ 기관로그인 시 무료 이용이 가능합니다.

4,000원

원문정보

초록

영어
Background/Objectives: This study was designed to compare the Varimax analysis of Principal Component Analysis(PCA) with the Exploratory Factor Analysis(EFA) method using Maximum Likelihood Estimation(MLE) and oblique rotation(Direct Oblimin) for the multicultural experience of university students. multicultural experience variables of college students were analyzed as two factors through Maximum Likelihood Estimation(MLE). Methods/Statistical analysis Q1, Q2, Q3 are multicultural direct experiences, and Q4, Q5, Q6, Q7 are multicultural indirect experiences. Findings: As a result of this study, it is suggested to use Maximum Likelihood Estimation(MLE) and oblique rotation(Direct Oblimin). As a prerequisite for applying the Maximum Likelihood Estimation(MLE), it is thought that Improvements/Applications it is necessary to increase the accuracy of the response rate by using the face-toface interview method when conducting a survey.

목차

Abstract
I. INTRODUCTION
II. MATERIALS AND METHOD
A. Research Design
B. Research Data Collection
C. Research Instrument
III. RESULT AND DISCUSSION
A. Multicultural experience questionnaire descriptive statistics
B. Multicultural experience Principal Component Analysis(PCA) and Verimax
C. Multicultural experience Maximum Likelihood Estimation(MLE) and Oblique Rotation(Direct Oblimin)
D. Reliability Analysis
IV. CONCLUSION
REFERENCES

키워드

Maximum Likelihood Estimation(MLE) Oblique Rotation Direct Oblimin Principal Component Analysis(PCA) Varimax

저자

  • Ja-Ok Kim [ Associate Professor, Department of Nursing, Wonkwang Health Science University, Republic of Korea ]
  • Jong-Hyuck Kim [ Assistant Professor, Department of Medical Beauty Care, Jungwon University, Republic of Korea ]
  • Seung Ju, Kang [ Assistant Professor, Department of Nursing, Chunnam Techno University , Republic of Korea ]
  • Hyun Mi, Oh [ Assistant Professor, Department of Nursing, Kunjang University College, Republic of Korea ]
  • Eun-Hee Park [ Associate Professor, Department of Nursing, Kwangju Women’s University, Republic of Korea ] Corresponding Author

참고문헌

자료제공 : 네이버학술정보

간행물 정보

발행기관

  • 발행기관명
    ASCONS [The Academic Society of Convergence Science Inc]
  • 설립연도
    2017
  • 분야
    복합학>과학기술학

간행물

  • 간행물명
    IJBSA
  • 간기
    계간
  • pISSN
    2619-8363
  • 수록기간
    2019~2022
  • 십진분류
    KDC 327 DDC 332

이 권호 내 다른 논문 / IJBSA Volume 4 Number 1

    피인용수 : 0건 (자료제공 : 네이버학술정보)

    함께 이용한 논문 이 논문을 다운로드한 분들이 이용한 다른 논문입니다.

      출처 : 네이버학술정보

        0개의 논문이 장바구니에 담겼습니다.

        페이지 저장
        소속기관 조회
        이용자님의 소속기관(단체)이 서비스에 가입되어 있는지 확인해 보십시오.
        기관회원에 소속되어 있는 이용자는 원문을 무료로 이용할 수 있습니다.