본문 바로가기
KERD
논문KCI 등재

An Application of Testlet-based Response Theory Model to a Reading Comprehension Section of a TOEIC Practice Test

0

조회

0

다운로드

0

인용

0

참고문헌

키워드

주제분류언어학

초록

This study applied Testlet-based response theory (TRT) model to a set of reading comprehension data from a TOEIC practice test. The parameter estimates and test information were compared to those of the standard item response theory (IRT) model. The results show that the model choice could have a serious effect on item slope and guessing parameter estimates. However, the two models did not yield any significant difference in item difficulty and proficiency parameter estimates. Test information as a measure of global precision shows that the two models could yield a differential degree of test precision depending on the range of ability distribution. A further textual analysis was also performed to see why certain testlets have more dependence than others in the same test

Abstract

This study applied Testlet-based response theory (TRT) model to a set of reading comprehension data from a TOEIC practice test. The parameter estimates and test information were compared to those of the standard item response theory (IRT) model. The results show that the model choice could have a serious effect on item slope and guessing parameter estimates. However, the two models did not yield any significant difference in item difficulty and proficiency parameter estimates. Test information as a measure of global precision shows that the two models could yield a differential degree of test precision depending on the range of ability distribution. A further textual analysis was also performed to see why certain testlets have more dependence than others in the same test

참고문헌 (30)

  1. Albert, J, "Bayesian Analysis of Binary and Polychotomous Response Data", Journals of American Statistical Association, 88, pp.669~679 (1993)
  2. Bradlow, E. T, "A Bayesian Random Effects Model for Testlets", Psychometrika, 64, pp.153~168 (1999)
  3. Choi, I, "An Investigation Into the Adequacy of Three IRT Models for Data From Two EFL Reading Tests", Language Testing, 9, pp.51~78 (1992)
  4. DeMars, C. E, "Application of the Bi-factor Multidimensional Item Response Theory Model to Testlet-based Tests", Journal of Educational Measurement, 43, pp.145~168 (2006)
  5. Gelfand, A. E, "Sampling-based Approaches to Calculating Marginal Density", Journal of the American Statistical Association, 85, pp.298~409 (1990)
  6. Gibbons, R. D, "Full-information Item Bi-factor Analysis", Psychometrika, 57, pp.423~436 (1992)
  7. Henning, G, "Advantages of Latent Trait Measurement in Language Testing", Language Testing, 1, pp.237~241 (1984)
  8. Henning, G, "Item Banking via DBASE II: The UCLA ESL Proficiency Examination Experience in and Language Testing", pp.69~77 (1986), TESOL
  9. Henning, G, "Scalar Analysis of Comparison Ratings in Language Testing Research: Selected Papers From the 1986 Colloquium", pp.24~38 (1987), Defense Language Institute
  10. Hicks, M, "A Comparative Study of Methods of Equating TOEFL Test Scores" (1984), Educational Testing Service
  11. Madsen, H. S, "Computerized Rasch Analysis of Item Bias in ESL Tests in Technology and Language Testing", pp.47~67 (1986), Teachers of English to Speakers of Other Languages
  12. McLeod, L. D, "Factor Analysis for Items Scored in Two Categories in Test Scoring", pp.189~216 (2001), Erlbaum
  13. McNamara, T. F, "Item Response Theory and the Validation of an ESP Test for Health Professionals", Language Testing, 7, pp.52~76 (1990)
  14. Pollit, A, "Calibrating Graded Assessments: Rasch Partial Credit Analysis of Performance in Writing", Language Testing, 4, pp.71~92 (1987)
  15. Saida, C, "Post-hoc IRT Equating of Previously Administered English Tests for Comparison of Test Scores", Language Testing, 25, pp.187~210 (2008)
  16. Sheehan, K, "Understanding Performance on the TOEFL Reading Comprehension Section: A Tree-based Regression Approach", A paper presented at the 1998 Annual Conference of the American Association of Applied Linguistics (1998)
  17. Sireci, S. G, "On the Reliability of Testlet-Based Tests", Journal of Educational Measurement, 28, pp.237~247 (1991)
  18. Szabo, G, "Applying Item Response Theory in Language Test Item Bank Building" (2007), Peter Lang Publishing
  19. Thissen, D, "Trace Lines for Testlets: A Use of Multiple-Categorical Response Models", Journal of Educational Measurement, 26, pp.247~260 (1989)
  20. Wainer, H, "Precision and Differential Item Functioning on a Testlet-based Test: The 1991 Law School Admissions Test as an Example", Applied Measurement in Education, 8, pp.157~187 (1995)
  21. Wainer, H, "Testlet Response Theory: An Analog for the 3PL Model Useful in Testlet-based Adaptive Testing in Computerized Adaptive Testing: Theory and Practice", pp.245~269 (2000), Kluwer
  22. Wainer, H, "Item Clusters and Computerized Adaptive Testing: A Case for Testlets", Journal of Educational Measurement, 24, pp.185~201 (1987)
  23. Wainer, H, "How is Reliability Related to the Quality of Test Scores? What is the Effect of Local Dependence on Reliability?", Educational Measurement: Issues and Practices, 15, pp.22~29 (1996)
  24. Using a New Statistical Model for Testlets to Score TOEFL, "Wainer, H", Educational Testing Service, ~, pp.ETS RR-01-09 (2001)
  25. Wang, X, (2005), Educational Testing Service
  26. Wang, W, "Exploring Local Item Dependence Using a Random-Effects Facet Model", Applied Psychological Measurement, 29, pp.296~318 (2005)
  27. Yen, W, "Scaling Performance Assessments: Strategies for Managing Local Item Dependence", Journal of Educational Measurement, 30, pp.187~213 (1993)
  28. Zenisky, A. L, "Identification and Evaluation of Local Item Dependencies in the Medical College Admissions Test", Journal of Educational Measurement, 39, pp.291~309 (2002)
  29. Zhang, B, "Assessing the Accuracy and Consistency of Language Proficiency Classification Under Comparing Measurement Models", Language Testing, 27, pp.119~140 (2010)
  30. Zimowski, M, "BILOG_MG: Multiple-group IRT Analysis and Test Maintenance for Binary Items" (1996), Scientific Software International

관련 논문AI추천

이 간행물의 다른 논문 (12건)