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控管“變動長度”電腦適性測驗之試題曝光率與測驗重疊率

Controlling Item Exposure and Test Overlap in Variable Length Computerized Adaptive Testing

摘要


電腦適性測驗(簡稱CAT)的試題安全性一般常用試題曝光率與測驗重疊率來評估,為了妥善控管此二指標,Chen和Lei(2005)針對「固定長度」的CAT,提出SHT控管法,透過此方法,試題曝光率與測驗重疊率可以被妥善控管在一個安全範圍內,確保測驗的安全性。 本研究的主要目的是根據SHT的控管原理,發展一個新的曝光控管方法-SHTV,期能控管「變動長度」CAT的試題曝光率與測驗重疊率。研究結果顯示,SHTV確可在「變動長度」CAT中同時控管試題曝光率與測驗重疊率,雖然試題的安全性可透過嚴格控管測驗重疊率來提升,但測驗的效率會隨之明顯下降,受試者須接受更多的試題方能達到預先訂定的能力估計精確度。

並列摘要


Item exposure rate and test overlap rate are two indices commonly used to track item exposure in computerized adaptive tests (CATs). To control these two indices for fixed length CATs, Chen & Lei (2005) used the Sympson and Hetter procedure with test overlap control (SHT). By implementing the SHT procedure, item exposure and test overlap can be controlled simultaneously. The purpose of this study is to propose an item exposure control method-SHTV to control item exposure and test overlap for variable length CATs. The SHTV procedure is an extension of the SHT procedure and designed to provide item exposure control at both the item and test levels for variable length CATs. Results indicated that item exposure rate and test overlap rate can be controlled simultaneously for variable length CATs by implementing the SHTV procedure. When a pre-specified maximum test overlap rate was stringent, test security was improved and efficiency of measurement decreased such that examinees needed to take more items to reach a pre-specitied measurement precision.

參考文獻


Chang, S.W.,Ansley, T.N.(2003).A comparative study of item exposure control methods in computerized adaptive testing.Journal of Educational Measurement.40,71-103.
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.
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.
Chen, S.Y.,Lei, P.W.(2005).Controlling item exposure and test overlap in computerized adaptive testing.Applied Psychological Measurement.29,204-217.
Davey, T.,Parshall, C.G.(1995).New algorithms for item selection and exposure control with computerized adaptive testing.Paper presented at the annual meeting of the American Educational Research Association.(Paper presented at the annual meeting of the American Educational Research Association).:

被引用紀錄


張俊欽(2006)。以a-鄰近法為選題策略之電腦化適性測驗系統〔碩士論文,亞洲大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0118-0807200916282755
劉易昌(2008)。以知識結構為基礎之適性測驗曝光率管控法研發〔碩士論文,亞洲大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0118-0807200916283726
Huang, H. Y. (2009). 階層結構試題反應模式及其在電腦適性測驗之應用 [doctoral dissertation, National Taiwan Normal University]. Airiti Library. https://www.airitilibrary.com/Article/Detail?DocID=U0021-1610201315162735
Hsu, C. L. (2014). 認知診斷模式之變動長度電腦適性測驗 [doctoral dissertation, National Chung Cheng University]. Airiti Library. https://www.airitilibrary.com/Article/Detail?DocID=U0033-2110201613585162

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