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引文資料
題名:
模式錯誤假設對電腦化測驗的影響
書刊名:
教育心理學報
作者:
盧宏益
/
徐永豐
/
薛國松
作者(外文):
Lu, Hung-yi
/
Hsu, Yung-feng
/
Hsueh, Kuo-sung
出版日期:
2011
卷期:
42:4
頁次:
頁613-630
主題關鍵詞:
試題反應理論
;
電腦化適性測驗
;
模式錯誤假設
;
Computerized adaptive testing
;
Item response theory
;
Model misspecification
原始連結:
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相關次數:
被引用次數:期刊(
1
) 博士論文(0) 專書(0) 專書論文(0)
排除自我引用:
1
共同引用:0
點閱:33
試題反應理論被廣泛地使用在電腦化適性測驗上,其以機率的觀點,透過試題反應模式,解釋考生能力與試題間的關係。藉由所選擇的試題反應模式,施測者可以根據不同的測驗目的編製適合的測驗。然而在實際的測驗情境中,試題反應模式通常是未知且須事先認定的。本研究旨在探討試題反應模式錯誤假設對測驗結果造成之影響,研究結果顯示,在常模參照測驗中,試題反應模式錯誤假設對考生能力估計所產生的偏誤比在真實模式下來的大,並造成測驗成本的增加,尤以真實測驗模式爲3PLM時最爲嚴重。在效標參照測驗中,試題反應模式錯誤假設對分類結果影響不大,但會造成測驗題數的增加,浪費施測成本。
以文找文
Item response theory (IRT) has been widely applied in computerized adaptive testing (CAT) with the logistic type models most often used. IRT prescribes an item characteristic curve that provides the probability of an examinee correctly answering an item with a parameter of a given ability level. Examiners can develop various tests for different purposes based on a chosen item response model. However, in actual testing practice, the priori item response model is often unknown. The purpose of this study is to examine the effect of model misspecification on computerized testing. Using norm-referenced testing, results indicated that model misspecification has an effect on the estimate of examinees' abilities. Both the RMSE and test length significantly increased when the wrong item response models were used, especially when item bank belongs to three-parameter logistic model. In criterion-referenced testing, model misspecification has no effect on the accuracy of classification. However, it will increase test length and cost of testing.
以文找文
期刊論文
1.
Masters, G. N.(1982)。A Rasch model for partical credit scoring。Psychometrika,47,149-174。
2.
Chang, Y.-C. I.(2004)。Application of sequential probability ratio test to computerized criterion-referenced testing。Sequential Analysis,23(1),45-61。
3.
Stefanski, L. A.、Carroll, R. J.(1985)。Covariate measurement error in logistic regression。The Annals of Statistics,13(4),1335-1351。
4.
Skaggs, G.、Stevenson, J.(1989)。A Comparison of Pseudobayesian and Joint Maximum Likelihood Procedures for Estimating Item Parameters in the Three-parameter IRT Model。Applied Psychological Measurement,13(4),391-402。
5.
Lord, F. M.(1952)。A theory of test scores。Psychometric Monograph,7。
6.
Spray, Judith A.、Reckase, Mark D.(1996)。Comparison of SPRT and Sequential Bayes Procedures for Classifying Examinees into Two Categories Using a Computerized Test。Journal of Educational and Behavioral Statistics,21(4),405-414。
7.
Samejima, F.(1969)。Estimation of latent ability using a response pattern of graded scores。Psychometrika,17。
8.
Baker, F. B.(1990)。Some observations on the metric of PC-BILOG results。Applied psychological measurement,14,139-150。
9.
Mislevy, R. J.、Stocking, M. L.(1989)。A consumer's Guide to LOGIST and BILOG。Applied Psychological Measurement,13(1),57-75。
10.
Bock, R. D.(1972)。Estimating item parameters and latent ability when responses are scored in two or more nominal categories。Psychometrika,37(1),29-51。
11.
余民寧(1992)。試題反應理論的介紹(5)--模式與資料間的適合度。研習資訊,9(4),6-10。
延伸查詢
12.
Lord, F. M.(1971)。A theoretical study of two-stage testing。Psychometrika,36,227-242。
13.
Attfield, C. L. F.(1983)。Consistent estimation of certain parameters in the unobservable variable model when there is specification error。Review of Economics and Statistics,65,164-167。
14.
Begg, M. D.、Lagakos, S. W.(1990)。On the consequences of model misspecification in logistic regression。Environmental Health Perspectives,87,69-75。
15.
Begg, M. D.、Lagakos, S. W.(1992)。Effects of mismodeling on tests of association based on logistic regression models。Annals of Statistics,20,1929-1952。
16.
Chang, Y.-C. I.(2001)。Sequential confidence regions of generalized linear models with adaptive designs。Journal of Statistical Planning and Inference,93,277-293。
17.
Chang, Y.-C. I.、Ying, Z.(2004)。Sequential estimation in variable length computerized adaptive testing。Journal of Statistical Planning and Inference,121(2),249-264。
18.
Drasgow, F.(1989)。An evaluation of marginal maximum likelihood estimation for the two-parameter logistic model。Applied Psychological Measurement,13,77-90。
19.
Gleser, L. J.(1981)。Estimation in a multivariate “errors in variables” regression model: Large sample results。The Annals of Statistics,9,24-44。
20.
Kalohn, J. C.、Spray, J. A.(1999)。The effect of model misspecification on classification decisions made using a computerized test。Journal of Educational Measurement,36,47-59。
21.
Stone, C. A.(1992)。Recovery of marginal maximum likelihood estimates in the two parameter logistic response model: An evaluation of MULTILOG。Applied Psychological Measurement,16,1-16。
會議論文
1.
Jiao, H.、Lau, A. C.(2003)。The effects of model misfit in computerized classification test。Chicago, IL.。
研究報告
1.
Haley, D. C.(1952)。Estimation of the dosage mortality relationship when the dose is subject to error。Palo Alto, CA。
2.
Spray, J.(1993)。Multiple-category classification using a sequential probability ratio test。Iowa, IA。
學位論文
1.
謝曜安(1993)。資金成本之模型誤設--台灣實證研究。輔仁大學。
延伸查詢
圖書
1.
Birnbaum, A.(1968)。Some latent trait models and their user in inferring an examinee’s ability。Statistical theories of mental rest scores。Reading, MA:Addison-Wesley。
2.
Wald, A.(1947)。Sequential Analysis。John Wiley & Sons, Inc.。
3.
Lord, Frederic M.、Novick, Melvin R.、Birnbaum, Allan(1968)。Statistical Theories of Mental Test Scores。Addison-Wesley Publishing Company。
4.
Wainer, H.(2000)。Computerized adaptive testing: A primer。Mahwah, NJ:Erlbaum。
5.
Rasch, G.(1960)。Probabilistic models for some intelligence and attainment tests。Copenhagen:The Danish Institute of Educational Research。
6.
Pindyck, Robert S.、Rubinfeld, Daniel L.(1998)。Econometric Models and Economic Forecasts。McGraw-Hill Book Company。
7.
Siegmund, David(1985)。Sequential analysis: Tests and confidence intervals。Springer-Verlag。
8.
Lazarsfeld, P. F.、Henry, N. W.(1968)。Latent Structure Analysis。Houghton Mifflin Company。
9.
Hambleton, R. K.、Swaminathan, H.(1985)。Item Response Theory: Principles and Applications。Boston, Massachusetts:Kluwer-Nijhoff。
10.
Gujarati, D. N.(1992)。Essentials of econometrics。New York, NY:McGraw-Hill。
11.
Kingsbury, G. G.、Weiss, D. J.(1983)。A comparison of IRT-Based adaptive mastery and a sequential mastery testing procedure。New horizons in testing : Latent trait test theory and computerized adaptive testing。New York, NY。
12.
Reckase, M. D.(1983)。A procedure for decision making using tailored testing。New horizons in Testing : Latent trait test theory and computerized adaptive testing。New York。
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