Item response theory: applications of modern test theory in medical education
Context Item response theory (IRT) measurement models are discussed in the context of their potential usefulness in various medical education settings such as assessment of achievement and evaluation of clinical performance. Purpose The purpose of this article is to compare and contrast IRT measurem...
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Published in | Medical education Vol. 37; no. 8; pp. 739 - 745 |
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Main Author | |
Format | Journal Article |
Language | English |
Published |
Oxford, UK
Blackwell Science Ltd
01.08.2003
Blackwell Wiley Subscription Services, Inc |
Subjects | |
Online Access | Get full text |
ISSN | 0308-0110 1365-2923 |
DOI | 10.1046/j.1365-2923.2003.01587.x |
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Abstract | Context Item response theory (IRT) measurement models are discussed in the context of their potential usefulness in various medical education settings such as assessment of achievement and evaluation of clinical performance.
Purpose The purpose of this article is to compare and contrast IRT measurement with the more familiar classical measurement theory (CMT) and to explore the benefits of IRT applications in typical medical education settings.
Summary CMT, the more common measurement model used in medical education, is straightforward and intuitive. Its limitation is that it is sample‐dependent, in that all statistics are confounded with the particular sample of examinees who completed the assessment. Examinee scores from IRT are independent of the particular sample of test questions or assessment stimuli. Also, item characteristics, such as item difficulty, are independent of the particular sample of examinees. The IRT characteristic of invariance permits easy equating of examination scores, which places scores on a constant measurement scale and permits the legitimate comparison of student ability change over time. Three common IRT models and their statistical assumptions are discussed. IRT applications in computer‐adaptive testing and as a method useful for adjusting rater error in clinical performance assessments are overviewed.
Conclusions IRT measurement is a powerful tool used to solve a major problem of CMT, that is, the confounding of examinee ability with item characteristics. IRT measurement addresses important issues in medical education, such as eliminating rater error from performance assessments. |
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AbstractList | Item response theory (IRT) measurement models are discussed in the context of their potential usefulness in various medical education settings such as assessment of achievement and evaluation of clinical performance.CONTEXTItem response theory (IRT) measurement models are discussed in the context of their potential usefulness in various medical education settings such as assessment of achievement and evaluation of clinical performance.The purpose of this article is to compare and contrast IRT measurement with the more familiar classical measurement theory (CMT) and to explore the benefits of IRT applications in typical medical education settings.PURPOSEThe purpose of this article is to compare and contrast IRT measurement with the more familiar classical measurement theory (CMT) and to explore the benefits of IRT applications in typical medical education settings.CMT, the more common measurement model used in medical education, is straightforward and intuitive. Its limitation is that it is sample-dependent, in that all statistics are confounded with the particular sample of examinees who completed the assessment. Examinee scores from IRT are independent of the particular sample of test questions or assessment stimuli. Also, item characteristics, such as item difficulty, are independent of the particular sample of examinees. The IRT characteristic of invariance permits easy equating of examination scores, which places scores on a constant measurement scale and permits the legitimate comparison of student ability change over time. Three common IRT models and their statistical assumptions are discussed. IRT applications in computer-adaptive testing and as a method useful for adjusting rater error in clinical performance assessments are overviewed.SUMMARYCMT, the more common measurement model used in medical education, is straightforward and intuitive. Its limitation is that it is sample-dependent, in that all statistics are confounded with the particular sample of examinees who completed the assessment. Examinee scores from IRT are independent of the particular sample of test questions or assessment stimuli. Also, item characteristics, such as item difficulty, are independent of the particular sample of examinees. The IRT characteristic of invariance permits easy equating of examination scores, which places scores on a constant measurement scale and permits the legitimate comparison of student ability change over time. Three common IRT models and their statistical assumptions are discussed. IRT applications in computer-adaptive testing and as a method useful for adjusting rater error in clinical performance assessments are overviewed.IRT measurement is a powerful tool used to solve a major problem of CMT, that is, the confounding of examinee ability with item characteristics. IRT measurement addresses important issues in medical education, such as eliminating rater error from performance assessments.CONCLUSIONSIRT measurement is a powerful tool used to solve a major problem of CMT, that is, the confounding of examinee ability with item characteristics. IRT measurement addresses important issues in medical education, such as eliminating rater error from performance assessments. Context Item response theory (IRT) measurement models are discussed in the context of their potential usefulness in various medical education settings such as assessment of achievement and evaluation of clinical performance. Purpose The purpose of this article is to compare and contrast IRT measurement with the more familiar classical measurement theory (CMT) and to explore the benefits of IRT applications in typical medical education settings. Summary CMT, the more common measurement model used in medical education, is straightforward and intuitive. Its limitation is that it is sample‐dependent, in that all statistics are confounded with the particular sample of examinees who completed the assessment. Examinee scores from IRT are independent of the particular sample of test questions or assessment stimuli. Also, item characteristics, such as item difficulty, are independent of the particular sample of examinees. The IRT characteristic of invariance permits easy equating of examination scores, which places scores on a constant measurement scale and permits the legitimate comparison of student ability change over time. Three common IRT models and their statistical assumptions are discussed. IRT applications in computer‐adaptive testing and as a method useful for adjusting rater error in clinical performance assessments are overviewed. Conclusions IRT measurement is a powerful tool used to solve a major problem of CMT, that is, the confounding of examinee ability with item characteristics. IRT measurement addresses important issues in medical education, such as eliminating rater error from performance assessments. Item response theory (IRT) measurement models are discussed in the context of their potential usefulness in various medical education settings such as assessment of achievement and evaluation of clinical performance. The purpose of this article is to compare and contrast IRT measurement with the more familiar classical measurement theory (CMT) and to explore the benefits of IRT applications in typical medical education settings. CMT, the more common measurement model used in medical education, is straightforward and intuitive. Its limitation is that it is sample-dependent, in that all statistics are confounded with the particular sample of examinees who completed the assessment. Examinee scores from IRT are independent of the particular sample of test questions or assessment stimuli. Also, item characteristics, such as item difficulty, are independent of the particular sample of examinees. The IRT characteristic of invariance permits easy equating of examination scores, which places scores on a constant measurement scale and permits the legitimate comparison of student ability change over time. Three common IRT models and their statistical assumptions are discussed. IRT applications in computer-adaptive testing and as a method useful for adjusting rater error in clinical performance assessments are overviewed. IRT measurement is a powerful tool used to solve a major problem of CMT, that is, the confounding of examinee ability with item characteristics. IRT measurement addresses important issues in medical education, such as eliminating rater error from performance assessments. |
Author | Downing, Steven M |
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Cites_doi | 10.2307/1412159 10.1177/01632780122034768 10.1016/0022-2496(66)90002-2 10.1007/978-1-4757-2691-6 10.1007/978-1-4757-3456-0 10.1007/978-1-4757-2691-6_1 |
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References | Lord, FM. Application of Item Response Theory to Practical Testing Problems. Hillsdale, New Jersey: Erlbaum; 1980. Lord FM. A Theory of Test Scores. Psychometric Monographs no. 7. New York: Psychometric Society; 1952. Hambleton RK, Swaminathan H, Rogers HJ. Fundamentals of Item Response Theory. Newbury Park, California: Sage Publications; 1991. Rasch G. Probabilistic Models for Some Intelligence and Attainment Tests. Chicago: University of Chicago Press; 1960. Novick MR. The axioms and principal results of classical test theory. J Mathemat Psychol 1966;3: 1-18. Spearman C. The proof and measurement of association between two things. Am J Psychol 1904;15: 72-101. Kreiter CD, Ferguson KJ. Examining the generalizability of ratings across clerkships using a clinical evaluation form. Eval Health Professions 2001;24: 36-46. Fisher RA. On the mathematical foundations of theoretical statistics. Philosoph Trans 1921;222: 309-68. Wright BD, Stone MH. Best Test Design. Chicago: MESA Press; 1979. Brennan RL. Generalizability Theory. New York: Springer-Verlag; 2001. Van der Linden W, Hambleton R, eds. Handbook of Modern Item Response Theory. New York: Springer; 1997. 1966; 3 1904; 15 2001 1997 1952 1960 1980 1991 2002 1921; 222 2001; 24 1968 1979 Folk VG (b12_225) 2002 McLeod L (b10_223) 2001 b13_226 Rasch G (b9_222) 1960 Brennan RL (b14_227) 2001 Fisher RA (b7_220) 1921; 222 Spearman C (b1_214) 1904; 15 Lord FM (b4_217) 1980 Novick MR (b2_215) 1966; 3 Hambleton RK (b6_219) 1991 Van der Linden W (b5_218) 1997 Van der Linden WJ (b15_228) 1997 Lord FM (b3_216) 1952 Birnbaum A (b8_221) 1968 Wright BD (b11_224) 1979 15025634 - Med Educ. 2004 Apr;38(4):338-9 |
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Title | Item response theory: applications of modern test theory in medical education |
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