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基于探索性因子分析的R软件实现

R Software Implementation Based on Exploratory Factor Analysis
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摘要 目的:为探究因子分析法在R软件中的使用和问卷结构效度的检验。方法:采用随机抽样的方法对昆明医科大学护理专业学生进行匿名问卷调查,随后对问卷用Rstudio软件进行因子分析。结果:使用Rstudio软件可以方便地实现因子分析,并检验问卷的结构效度。结论:R软件是一款免费开放且方便的软件,表明R软件可以方便而且快捷地完成因子分析的运算和问卷结构效度的检验。 Purpose:To explore the use of factor analysis in R Software and the validity test of questionnaire structure.Methods:An anonymous questionnaire survey was conducted among nursing students in Kunming Medical University by random sampling,and then factor analysis was carried out with R studio software.Results:Using R studio software,factor analysis can be easily realized,and the structural validity of the questionnaire can be tested.Conclusion:R software is a free,open and convenient software,which shows that R software can easily and quickly complete factor analysis and validity test of questionnaire structure.
出处 《统计学与应用》 2019年第4期598-603,共6页 Statistical and Application
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  • 1胡中锋,莫雷.论因素分析方法的整合[J].心理科学,2002,25(4):474-475. 被引量:25
  • 2赵立新,陈文艺,郭子君.试卷质量的定量评价[J].华南农业大学学报(社会科学版),2004,3(4):136-141. 被引量:34
  • 3周洪雨.验证性因素分析在测验修订上的应用[J].中国考试,2005(7):27-29. 被引量:4
  • 4安萍莉,郭淑媛,王啬,龚晨.大学考试试题质量研究[J].高等农业教育,2006(2):43-46. 被引量:9
  • 5[2]马庆国.管理统计--数据获取、统计原理、SPSS工具与应用研究[M].北京:科学出版社,2003:315-336.
  • 6[3]HURLEY A E,SCANDURA T A,SCHRIESHEIM C A,et al.Exploratory and confirmatory factor analysis:guidelines,issues,and alternatives[J].Journal of Organizational Behavior (1986-1998),1997,18(6):667-683.
  • 7[9]ANDERsON J C,GERBIN D W.Structrual equation modeling in practice:A review and recommended two-step approach[M].Psychological Bulletin,1998:411-423.
  • 8Daniel W. Russell. In Search of" Underlying Dimensions; The Use(and Abuse) of Factor Analysis in Personality and Social Psychology Bulletin. Personality and Social Psychology Bulletin, 2002,28 ( 12 ) :1629 - 1646.
  • 9MacCallum, R. C. , Widaman, K. F. , Zhang, S. , Hong, S. Sample size in factor analysis. Psycholical - 1 Methods, 1999,4 : 84 - 99.
  • 10Comrey,A. L. , &Lee, H. B. A first course in factor analysis. 2nd ed. , Hillsdale,NJ : Lawrence Erlbum, 1992.

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