[1]李佳,丁树良.多种分层方法在CAT校准误差中的应用研究[J].江西师范大学学报(自然科学版),2016,40(01):56-60.
 LI Jia,DING Shuliang.The Several Stratified Methods of CAT in the Presence of Calibration Error[J].Journal of Jiangxi Normal University:Natural Science Edition,2016,40(01):56-60.
点击复制

多种分层方法在CAT校准误差中的应用研究()
分享到:

《江西师范大学学报》(自然科学版)[ISSN:1006-6977/CN:61-1281/TN]

卷:
40
期数:
2016年01期
页码:
56-60
栏目:
出版日期:
2016-01-25

文章信息/Info

Title:
The Several Stratified Methods of CAT in the Presence of Calibration Error
作者:
李佳;丁树良
江西师范大学计算机信息工程学院,江西 南昌 330022
Author(s):
LI JiaDING Shuliang
College of Computer Information Engineering,Jiangxi Normal University,Nanchang Jiangxi 330022,China
关键词:
分层方法 曝光因子 题库利用率 机会红利
Keywords:
stratified item select method exposure control factor bank utilization capitalization on chance
分类号:
B 841
文献标志码:
A
摘要:
若研究或使用CAT时将项目参数的估计值认为是真实值,则会产生所谓的机会红利(capitalization on chance),国内尚未报道该方面的研究.在定长和不定长CAT测验中考察引入曝光因子的多种分层化选题策略和随机选题策略,综合比较它们在测验精度、题库利用率和机会红利等评价指标中的表现,发现引入曝光因子的2种动态分层方法有更好的表现.
Abstract:
Previous studies of CAT have treated item parameter estimates as if they are the true population parameter values,but capitalization on chance may occur.In this article,it is examined that the performance of several stratified methods under more realistic conditions where item parameter estimates instead of true parameter values are used in the CAT.To improve the bank utilization and reduce the captalization on chance,Monte Carlo simulations manipulated some key factors based on 3-parameter Logistic model:fixed or variable test,stratified item pool methods,use or not use of the exposure control factor.The results showed that the two dynamical stratified methods in conjunction with exposure control factor are better.

参考文献/References:

[1] 漆书青,戴海崎,丁树良.现代教育与心理测量学原理[M].北京:高等教育出版社,2002.
[2] Lord F M.Application of item response theory to practical testing problems [M].Hillsdale NJ:Erlbaum Associates,1980.
[3] Chang Huahua,Ying Zhiliang.To weight or not to weight?balancing influence of initial items in adaptive testing [J].Psychometrika,2008,73(3):441-450.
[4] Chang Huahua,Ying Zhiliang.a-stratified multistage computerized adaptive testing [J].Applied Psychological Measurement,1999,23(3):211-222.
[5] Chang Huahua,Qian Jiahe,Ying Zhiliang.a-stratified multistage computerized adaptive testing with b blocking [J].Applied Psychological Measurement,2001,25(4):333-341.
[6] Cheng Ying,Jeffrey M P,Can Shao.a-stratified computerized adaptive testing in the presence of calibration [J].Educational and Psychological Measurement,2015,75(2):260-283.
[7] 李佳,丁树良,方剑英.基于平均数形式的选题策略比较 [J].江西师范大学学报:自然科学版,2015,39(1):69-72.
[8] Ramón B J,Paloma M,Julio O.Maximum information stratification method for controlling item exposure in computerized adaptive testing [J].Psicothema,2006,18(1):156-159.
[9] 罗芬,丁树良,王晓庆.多级评分计算机化自适应测验动态综合选题策略 [J].心理学报,2012,44(3):400-412.
[10] 李萍,甘登文,丁树良.自动控制区分度作用的选题策略研究 [J].江西师范大学学报:自然科学版,2013,37(1):101-105.
[11] Bowles R,Wise S,Kingbury G.A report on position effects in the NCLEX RN Examination [R/OL].
[2015-11-19].www.ncsbn.org/Positoion_Effects_NCLEX_RN.pdf.
[12] Wim J van der Linden,Cees A W Glas.Capitalization on item calibration error in adaptive testing [J].Applied Measurement in Education,2000,13(1):35-53.
[13] Patton J M,Cheng Ying,Yuan Kehai,et al.The influence of item calibration error on variable-length computerized adaptive testing [J].Applied Psychological Measurement 2013,37(1):13-22.
[14] 程小扬,丁树良,严深海.引入曝光因子的计算机化自适应测验选题策略 [J].心理学报,2011,43(2):203-212.
[15] 陈青,丁树良,朱隆尹,等.3参数等级反应模型及其参数估计 [J].江西师范大学学报:自然科学版,2010,34(2):117-122.
[16] 胡姗.基于GPCM和3PLM的CAT研究 [D].南昌:江西师范大学,2015.

备注/Memo

备注/Memo:
基金项目:国家自然科学基金(31500909,31360237,31300876,31160203,31100756,30860084,11401271),教育部人文社会科学研究青年基金(13YJC880060)和江西省教育科学2013年度一般课题(13YB032)资助项目.
更新日期/Last Update: 1900-01-01