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題名:個人層次的測量模式適配度的統計考驗力--仿擬研究並以行動導向量表為例
書刊名:測驗學刊
作者:林重岑
作者(外文):Lin, Chung-tsen
出版日期:2007
卷期:54:2
頁次:頁451-468
主題關鍵詞:個人適配度異常反應組型統計考驗力試題反應理論Aberrant response patternsItem response theoryPerson fitStatistical power
原始連結:連回原系統網址new window
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教育心理學的研究日益仰賴統計模型的技術以更深入地探究教育與心理測驗的資料,以及測量變項與內隱無法觀察變項間的關係。如果基本假定可以滿足的話,試題反應理論可以依據既有的參數,複製可觀察的樣本資料。此外,IRT模型允許 在個體的層次上,以個人為單位進行適配度的分析。本文探討個人層次的測量模式適配度統計量,運用仿擬研究及其實資料 (行動導向量表),說明影響其統計考驗力的可能因素,包括:異常反應組型的類型、題數、試題參數等。文末並討論這些結果的意涵、指出本研究的限制與對未來研究的建議。
Studies of educational psychology apply statistical modeling techniques to explore the test data, and to establish the relationships among the latent variables. The IRT model can reproduce data by the given parameters if the assumption is met. Besides, IRT as a model-based method can detect the individuals inadequately measured by a test. An introduction to person-fit statistics Z1 is provided. The purpose of this study was to find the factors, including types of aberrant response patterns, the number of items, and item parameters, which influence the null distribution of Z1.A simulation study and true data were conducted to investigate the Type I error and the detection rates of Z1.Finally, the results, limitations, and suggestion are discussed.
期刊論文
1.Karabatsos, G.(2003)。Comparing the aberrant response detection performance of thirty-six person-fit statistics。Applied Measurement in Education,16(4),277-298。  new window
2.Levine, M. V.、Rubin, D. B.(1979)。Measuring the Appropriateness of Multiple-Choice Test Scores。Journal of Educational Statistics,4(4),269-290。  new window
3.Meijer, R. R.、Sijtsma, K.(2001)。Methodology review-evaluating person fit。Applied Psychological Measurement,25(2),107-135。  new window
4.Reise, S. P.(2000)。Using multilevel logistic regression to evaluate person-fit in IRT models。Multivariate Behavioral Research,35(4),543-568。  new window
5.Drasgow, F.、Levine, M. V.、Williams, E. A.(1985)。Appropriateness Measurement with Polychotomous Item Response Models and Standardized Indices。British Journal of Mathematical and Statistical Psychology,38(1),67-86。  new window
6.Reise, S. P.、Flannery, W. P.(1996)。Assessing Person-fit on Measures of Typical Performance。Applied Measurement in Education,9,9-26。  new window
7.Reise, S. P.、Widaman, K. F.(1999)。Assessing the Fit of Measurement Models at the Individual Level: A Comparison of Item Response Theory and Covariance Structure Approaches。Psychological Methods,4(1),3-21。  new window
8.Drasgow, F.(1982)。Choice of Test Model for Appropriateness Measurement。Applied Psychological Measurement,6,297-308。  new window
9.Drasgow, F.、Levine, M. V.、McLaughlin, M. E.(1987)。Detecting Inappropriate Test Scores with Optimal and Practical Appropriateness Indices。Applied Psychological Measurement,11,59-79。  new window
10.Van der Flier, H.(1982)。Deviant Response Patterns and Comparability of Test Scores。Journal of Cross-cultural Psychology,13,267-298。  new window
11.Birenbaum, M.(1986)。Effect of Dissimulation Motivation and Anxiety on Response Pattern Appropriateness Measures。Applied Psychological Measurement,10,167-174。  new window
12.Meijer, R. R.(1996)。Person-fit Research: An Introduction。Applied Measurement in Education,9,3-8。  new window
13.Emons, W. M.、Sijtsma, K.、Meijer, R. R.(2004)。Testing Hypothesis about the Person-response Function in Person-fit Analysis。Multivariate Behavioral Research,39(1),1-35。  new window
14.Hendrawan, I.、Glas, C. W.、Meijer, R. R.(2005)。The Effect of Person Misfiton Classification Decisions。Applied Psychological Measurement,29(1),26-44。  new window
15.Molenaar, I. W.、Hoijtink, H.(1990)。The Many Null Distributions of Person Fit Indices。Psychometrika,55,75-106。  new window
16.Reise, S. P.、Waller, N. G.(1993)。Traiteness and the Assessment of Response Pattern Scalability。Journal of Personality and Social Psychology,65,143-151。  new window
學位論文
1.林重岑(2003)。高中職學生自我調節學習的結構模式分析(碩士論文)。國立彰化師範大學。  延伸查詢new window
圖書
1.Du Toit, M.(2003)。IRT from SSI: Bilog-mg, Multilog, Parscale, Testfact。Lincolnwood, IL:Scientific Software International, Inc.。  new window
2.Embretson, Susan E.、Reise, Steven P.(2000)。Item Response Theory for Psychologists。Lawrence Erlbaum Associates, Inc.。  new window
 
 
 
 
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