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題名：漸進隨機選題之最大優先指數法在電腦化適性測驗之應用與選題控制成效之檢驗
書刊名：測驗學刊
作者：黃宏宇 引用關係
作者(外文)：Huang, Hung-yu
出版日期：2012
卷期：59:3
頁次：頁349-372
主題關鍵詞：試題曝光控制；電腦化適性測驗；選題限制；題庫安全；Computerized adaptive testing；Item bank security；Item exposure control；Item selection constraint
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本研究旨在發展一個新的電腦化適性測驗選題方法，稱之為「漸進隨機選題之最大優先指數法」（progressive maximum priority index method, PG-MPI），以期能同時達到選題條件限制的控制、題庫安全性的維持，與提升題庫使用率。透過一系列的模擬研究，操弄的情境包含題庫大小與測驗題長，並比較PG-MPI與其他四種選題法（MPI法、PG法、最大訊息法與隨機選題法）之差異。結果發現在11種限制條件之下，MI法與PG-MPI法能提供最佳的選題限制之控制，且能完全控制最大試題曝光率於設定的標準內；當加速度參數設定較低的數值時，PG-MPI能提供尚佳的能力估計精準度；PG法與PG-MPI法能提高題庫的使用率。綜合上述發現，PG-MPI法兼顧PG法與MPI法的優點，不但能滿足所有選題限制，維持題庫安全、提升題庫使用率，更能保有不錯的能力估計精準度。最後，研究者也提出若干建議供未來研究參考。
This study aimed to develop a procedure for severely constrained item selection with improving item pool usage rate in computerized adaptive testing. The authors proposed the progressive maximum priority index method (PG-MPI) to combine the maximum priority index method (MPI) with the progressive method (PG). Through a series of simulation, independent of pool size and test length, it showed that compared with the other four item selection methods the PG-MPI is able to accommodate various non-statistical constraints, lead to fewer constraint violations, provide better pool security maintaining, and increase the item bank utility simultaneously with little loss in measurement precision when the acceleration parameter is set to lower value. Finally, study limitations are noted and suggestions for future investigations are proposed.
期刊論文
1.Bradlow, E. T.、Wainer, H.、Wang, X.(1999)。A Bayesian Random Effects Model for Testlets。Psychometrika，64(2)，153-168。  new window
2.Chen, S, Y.、Lei, P. W.(2005)。Controlling Item Exposure and Test Overlap in Computerized Adaptive Testing。Applied Psychological Measurement，29，204-217。  new window
3.Chen, S.-Y.、Ankenmann, R. D.、Spray, J. A.(2003)。The Relationship between Item Exposure and Test Overlap in Computerized Adaptive Testing。Journal of Educational Measurement，40，129-145。  new window
4.Chen, Shu-Ying、Ankenmann, Robert D.、Chang, Hua-Hua(2000)。A comparison of item selection rules at the early stages of computerized adaptive testing。Applied Psychological Measurement，24(3)，241-255。  new window
5.Chang, H. H.、Ying, Z.(1996)。A global information approach to computerized adaptive testing。Applied Psychological Measurement，20(3)，213-229。  new window
6.Veerkamp, W. J. J.、Berger, M. P. F.(1997)。Some New Item Selection Criteria for Adaptive Testing。Journal of Educational and Behavioral Statistics，22，203-226。  new window
7.Kingsbury, G. G.、Zara, A. R.(1989)。Procedures for selecting items for computerized adaptive tests。Applied Measurement in Education，2(4)，359-375。  new window
8.Swanson, L.、Stocking, M. L.(1993)。A model and heuristic for solving very large item selection problems。Applied Psychological Measurement，17，151-166。  new window
9.Revuelta, Javier、Ponsoda, Vicente(1998)。A comparison of item exposure control methods in computerized adaptive testing。Journal of Educational Measurement，35(4)，311-327。  new window
10.Wang, Wen-Chung、Wilson, Mark(2005)。The Rasch testlet model。Applied Psychological Measurement，29(2)，126-149。  new window
11.許嘉凌、陳淑英(2007)。控管「變動長度」電腦適性測驗之試題曝光率與測驗重疊率。測驗學刊，54(2)，403-428。new window  延伸查詢new window
12.Barrada, J. R.、Olea, J.、Ponsoda, V.、Abad, F. J.(2008)。Incorporating randomness in the Fisher information for improving item-exposure control in CATs。British Journal of Mathematical and Statistical Psychology，61，493-513。  new window
13.Chang, H.-H.、Ying, Z.(1999)。Alpha-stratified multistage computerized adaptive testing。Applied Psychological Measurement，23，211-222。  new window
14.Chang, H.-H.、Qian, J.、Ying, Z.(2001)。a-stratified multistage CAT with b-blocking。Applied Psychological Measurement，25，333-341。  new window
15.Chen, S.-Y.、Ankenmann, R. D.(2004)。Effects of practical constraints on item selection rules at the early stages of computerized adaptive testing。Journal of Educational Measurement，41，149-174。  new window
16.Cheng, Y.、Chang, H.-H.(2009)。The maximum priority index method for severely constrained item selection in computerized adaptive testing。British Journal of Mathematical and Statistical Psychology，62，369-383。  new window
17.Deng, H.、Ansley, T.、Chang, H.-H.(2010)。Stratified and maximum information item selection procedures in computer adaptive testing。Journal of Educational Measurement，47，202-226。  new window
18.San Martin, E.、del Pino, G.、De Boeck, P.(2006)。IRT models for ability-based guessing。Applied Psychological Measurement，30(3)，193-203。  new window
19.Segall, D. O.(2004)。A sharing item response theory model for computerized adaptive testing。Journal of Educational and Behavioral Statistics，29，439-460。  new window
20.Stocking, M. L.、Lewis, C.(1998)。Controlling item exposure conditional on ability in computerized adaptive testing。Journal of Educational and Behavioral Statistics，23，57-75。  new window
21.Stocking, M. L.、Swanson, L.(1993)。A method for severely constrained item selection in adaptive testing。Applied Psychological Measurement，17(3)，277-292。  new window
22.van der Linden, W. J.(1998)。Bayesian item-selection criteria for adaptive testing。Psychometrika，63，201-216。  new window
23.van der Linden, W. J.、Reese, L. M.(1998)。A model for optimal constrained adaptive testing。Applied Psychological Measurement，22，259-270。  new window
會議論文
1.Davey, T.、Parshall, C. G.(1995)。New Algorithms for Item Selection and Exposure Control with Computerized Adaptive Testing。The Annual Meeting of the American Educational Research Association。San Francisco, CA。  new window
2.Chen, S.-Y.(2004)。Controlling item exposure on the fly in computerized adaptive testing。Taipei, Taiwan。  new window
3.Chen, S.-Y.(2005)。Controlling item exposure and test overlap on the fly in computerized adaptive testing。Tilburg, Netherlands。  new window
4.Huang, H.-Y.、Chen, P.-H.、Wang, W.-C.(2010)。Computerized adaptive testing under item response model with hierarchical latent traits。Denver, CO。  new window
5.Ju, Y.(2005)。Item exposure control in a-stratified computerized adaptive testing。Chia-Yi, Taiwan。  new window
6.Sympson, J. B.、Hetter, R. D.(1985)。Controlling item-exposure rates in computerized adaptive testing。San Diego, CA。973-977。  new window
學位論文
1.施慶麟(2008)。題組與多向度電腦適性測驗之選題策略的比較(博士論文)。國立中正大學，嘉義。new window  延伸查詢new window
2.蘇雅蕙(2007)。題組試題和多向度試題的電腦化適性測驗中試題曝光與測驗重疊之同時控制(博士論文)。國立中正大學。new window  延伸查詢new window
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。  new window
2.Rasch, G.(1980)。Probability models for some intelligence and attainment tests。Chicago：The University of Chicago Press。  new window
3.Wainer, H.、Dorans, N. J.、Flaugher, R.、Green, B. F.、Mislevy, R. J.、Steinberg, L.、Thissen, D.(1990)。Computerized adaptive testing: A primer。Lawrence Erlbaum Associates, Inc.。  new window
4.Rasch, G.(1960)。Probabilistic models for some intelligence and attainment tests。Copenhagen：The Danish Institute of Educational Research。  new window
5.Hambleton, R. K.、Swaminathan, H.(1985)。Item Response Theory: Principles and Applications。Boston, Massachusetts：Kluwer-Nijhoff。  new window
6.Embretson, Susan E.、Reise, Steven P.(2000)。Item Response Theory for Psychologists。Lawrence Erlbaum Associates, Inc.。  new window
7.Parshall, C. G.、Spray, J. A.、Kalohn, J. C.、Davey, T.(2002)。Practical considerations in computer-based testing。New York, NY。  new window
8.ea, J.(2003)。Adaptive and tailored testing: Including IRT and Non IRT Application。Encyclopedia of psychological assessment \\ R. Fernandez-Ballesteros (Ed.)。London, UK。  new window
9.Segall, D. O.(2004)。Computerized adaptive testing。The encyclopedia of social measurement \\ K. Kempf-Leonard (Ed.)。San Diego, CA。  new window
10.Stocking, M. L.、Lewis, C.(1995)。A new method for controlling item exposure in computerized adaptive testing。Princeton, NJ。  new window
11.van der Linden, W. J.(2000)。Constrained adaptive testing with shadow tests。Computerized adaptive testing: Theory and practice \\ W. J. van der Linden ; C. A. W. Glas (Eds.)。Dordrecht, The Netherlands。  new window
12.van der Linden, W. J.、Glas, C.(2000)。Computer adaptive testing: Theory and practice。Boston, MA。  new window
13.Wainer, H.、Bradlow, E. T.、Du, Z.(2000)。Testlet response theory: An analog for the 3-PL useful in adaptive testing。Computerized adaptive testing: Theory and practice。Dordrecht：Kluwer Academic Publishers。  new window
圖書論文
1.McBride, J. R.、Martin, J. T.(1983)。Reliability and Validity of Adaptive Ability Tests in a Military Setting。New Horizons in Testing: Latent Trait Test Theory and Computerized Adaptive Testing。Academic Press。  new window
2.Van der Linden, W. J.、Pashley, P. J.(2000)。Item selection and ability estimation in adaptive testing。Computerized adaptive testing: Theory and practice。Kluwer Academic Publishers。  new window
 
 
 
 
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