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논문검색

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

원문정보

Ja-Ok Kim, Jong-Hyuck Kim, Seung Ju, Kang, Hyun Mi, Oh, Eun-Hee Park

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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

저자정보

  • 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

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