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題名:二階驗證性因素分析之理論與應用
書刊名:教育與心理研究
作者:程炳林 引用關係
出版日期:1993
卷期:16
頁次:頁23-82
主題關鍵詞:二階驗證性分析因素理論
原始連結:連回原系統網址new window
相關次數:
  • 被引用次數被引用次數:期刊(17) 博士論文(3) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:17
  • 共同引用共同引用:75
  • 點閱點閱:227
     本研究的主要目的是:(1)簡介二階驗證性因素分析的理論與統計原則; (2)以一百名九歲半兒童在斯比量表上實際所得的觀察資料, 演示如何以 LISREL 7.16 電腦程式來解二階驗證性因素分析的問題。 本研究以 LISREL 7.16 電腦程式的「最大可能性法」( ML )進行分析, 以驗證斯比量表 的二階因素結構模式,並從模式的基本適配度、整體模式適配度(模式的外在品質)及模式 內在適配度(模式的內在品質)三方面來評鑑本研究所得結果。評鑑結果發現,在整體模式 適配度的幾項評鑑指標中,幾乎一致指出理論模式與實際觀察資料可以適配;但是在模式的 基本適配度及模式內在適配度兩方面,卻發現理論模式的內在品質不佳。因此,研究者建議 擴大樣本數,以進一步驗證斯比量表的二階因素結構模式。
     The purposes of this study were (1) to introduce the algorithm of the second-order confirmatory factor analysis, and (2) to demonstrate the practical application of second-order confirmatory factor analysis by using the computer program LISREL 7.16. The Chinese version of the Stanford-Binet Intelligence Scale scores from 100 children of nine and a half years old were analyzed by a second-order confirmatory factor analysis to test the second-order factors model of the Stanford-Binet Intelligence Scale. The evaluation of model fit were analyzed by the preliminary fit criteria, overall model fit, and fit of the internal structure model. The results indicated that the second-order factor model of the Stanford-Binet Intelligence Scale fit the oberved data in overall model fit criteria but did not fit the observed data well in preliminary fit criteria and fit of the internal structure model. Results suggest that future research should increase sample size to retest the second-order factors model of the Stanford-Binet Intelligence Scals.
期刊論文
1.林清山(19880100)。驗證性因素分析的理論及應用:修訂魏氏兒童智力量表之驗證性因素分析。測驗年刊,35,117-136。new window  延伸查詢new window
2.林清山(19840100)。「線性結構關係」(LISREL)電腦程式的理論與應用。測驗年刊,31,149-163。new window  延伸查詢new window
3.Bollen, K. A.(1986)。Sample size and Bentler and Bonett's nonnormed fit index。Psychometrika,51,375-377。  new window
4.林文鶯(19930100)。On Goodness-of-Fit Indexes in the Analysis of Covariance Structures: The Effect of Sample Size。測驗年刊,40,291-298。new window  new window
5.Tucker, L. R.、Lewis, C.(1973)。The reliability coefficient for maximum likelihood factor analysis。Psychometrika,38,1-10。  new window
6.Hoelter, J. W.(1983)。The analysis of covariance structures: Goodness-of-fit indices。Sociological Methods and Research,11(3),325-344。  new window
7.Schwarz, Gideon(1978)。Estimating the Dimension of a model。The Annals of Statistics,6(2),461-464。  new window
8.Anderson, James C.、Gerbing, David W.(1984)。The effect of sampling error on convergence, improper solutions, and goodness-of-fit indices for maximum likelihood confirmatory factor analysis。Psychometrika,49(2),155-173。  new window
9.Marsh, Herbert W.、Hocevar, Dennis(1985)。Application of confirmatory factor analysis to the study of self-concept: First- and higher order factor models and their invariance across groups。Psychological Bulletin,97(3),562-582。  new window
10.Cudeck, R.、Browne, M. W.(1983)。Cross-validation of covariance structures。Multivariate Behavioral Research,18,147-167。  new window
11.Anderson, James C.、Gerbing, David W.(1988)。Structural Equation Modeling in Practice: A Review and Recommended Two-Step Approach。Psychological Bulletin,103(3),411-423。  new window
12.Fornell, Claes、Larcker, David F.(1981)。Evaluating Structural Equation Models with Unobservable Variables and Measurement Error。Journal of Marketing Research,18(1),39-50。  new window
13.Bentler, Peter M.、Bonett, Douglas G.(1980)。Significance tests and goodness of fit in the analysis of covariance structures。Psychological Bulletin,88(3),588-606。  new window
14.Marsh, Herbert W.、Balla, John R.、McDonald, Roderick P.(1988)。Goodness-of-fit Indexes in Confirmatory Factor Analysis: The Effect of Sample Size。Psychological Bulletin,103(3),391-410。  new window
15.Bagozzi, Richard P.、Yi, Youjae(1988)。On the Evaluation of Structural Equation Models。Journal of the Academy of Marketing Science,16(1),74-94。  new window
16.Gerbing, D. W.、Anderson, J. C.(1985)。The effects of sampling error and model characteristics on parameter estimation for maximum likelihood confirmatory factor analysis。Multivariate Behavioral Research,20,255-271。  new window
圖書
1.蔡崇建(1991)。智力的評量與分析。臺北:心理出版社。  延伸查詢new window
2.Jöreskog, K. G.、Sörbom, D.(1986)。LISREL VI: analysis of linear structural relationships by maximum likelihood, instrumental variables, and least squares methods。Mooresville, IN:Scientific Software, Inc.。  new window
3.Jöreskog, K. G.、Sorbom, D.(1988)。LISREL 7: A guide to the program and application。Chicago, IL:SPSS Inc.。  new window
4.Thorndike, R. L.、Hagen, E. P.、Sattler, J. M.(1986)。The Stanford-Binet Intelligence Scale。Chicago:The Riverside Publishing Company。  new window
5.Long, J. C.(1983)。Confirmatory Factor Analysis。Beverly Hills, California:Sage。  new window
6.Bollen, K. A.(1989)。Structural Equations with Latent Variables。New York, NY:John Wiley & Sons。  new window
7.Jöreskog, Karl G.、Sörbom, Dag(1989)。LISREL 7 User's Reference Guide。Scientific Software International, Inc.。  new window
8.Hair, Joseph F. Jr.、Anderson, Rolph E.、Tatham, Ronald L.、Black, William C.、Babin, B. J.(1992)。Multivariate Data Analysis。Macmillan。  new window
圖書論文
1.Carmines, E. G.、McIver, J. P.(1981)。Analyzing Models with Unobserved Variables: Analysis of Covariance Structure。Social Measurement: Current Issues。Sage。  new window
 
 
 
 
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