A practical guide to item bank calibration with multiple matrix sampling
When it is required to estimate item parameters of a large item bank, Multiple Matrix Sampling (MMS) design provides an efficient way while minimizing the test burden on students. The current study exemplifies how to calibrate a large item pool using MMS design for various purposes, such as developi...
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| Format: | Article |
| Language: | English |
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2024-11-01
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| Series: | International Journal of Assessment Tools in Education |
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| Online Access: | https://dergipark.org.tr/tr/download/article-file/3742495 |
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| author | Güneş Ertaş Serkan Arıkan Eren Can Aybek |
| author_facet | Güneş Ertaş Serkan Arıkan Eren Can Aybek |
| author_sort | Güneş Ertaş |
| collection | DOAJ |
| description | When it is required to estimate item parameters of a large item bank, Multiple Matrix Sampling (MMS) design provides an efficient way while minimizing the test burden on students. The current study exemplifies how to calibrate a large item pool using MMS design for various purposes, such as developing a CAT administration. The purpose of the current study is to explain and provide an example of how to use MMS design for item bank calibration. Two functions of mirt package, mirt() and multipleGroup() were compared using real data. The results of the present study showed that the standard mirt() function is more practical and makes more precise estimations compared to the multipleGroup() function. |
| format | Article |
| id | doaj-art-3c3941b3a877434b8ca4c337f25c07ef |
| institution | DOAJ |
| issn | 2148-7456 |
| language | English |
| publishDate | 2024-11-01 |
| publisher | izzet kara |
| record_format | Article |
| series | International Journal of Assessment Tools in Education |
| spelling | doaj-art-3c3941b3a877434b8ca4c337f25c07ef2025-08-20T02:48:12Zengizzet karaInternational Journal of Assessment Tools in Education2148-74562024-11-0111464765910.21449/ijate.1440316618A practical guide to item bank calibration with multiple matrix samplingGüneş Ertaş0https://orcid.org/0000-0001-8785-7768Serkan Arıkan1https://orcid.org/0000-0001-9610-5496Eren Can Aybek2https://orcid.org/0000-0003-3040-2337BOĞAZİÇİ ÜNİVERSİTESİBOĞAZİÇİ ÜNİVERSİTESİPamukkale UniversitesiWhen it is required to estimate item parameters of a large item bank, Multiple Matrix Sampling (MMS) design provides an efficient way while minimizing the test burden on students. The current study exemplifies how to calibrate a large item pool using MMS design for various purposes, such as developing a CAT administration. The purpose of the current study is to explain and provide an example of how to use MMS design for item bank calibration. Two functions of mirt package, mirt() and multipleGroup() were compared using real data. The results of the present study showed that the standard mirt() function is more practical and makes more precise estimations compared to the multipleGroup() function.https://dergipark.org.tr/tr/download/article-file/3742495multiple matrix samplingitem bank developmentitem response theorymultiple matrix samplingitem bank developmentitem response theory |
| spellingShingle | Güneş Ertaş Serkan Arıkan Eren Can Aybek A practical guide to item bank calibration with multiple matrix sampling International Journal of Assessment Tools in Education multiple matrix sampling item bank development item response theory multiple matrix sampling item bank development item response theory |
| title | A practical guide to item bank calibration with multiple matrix sampling |
| title_full | A practical guide to item bank calibration with multiple matrix sampling |
| title_fullStr | A practical guide to item bank calibration with multiple matrix sampling |
| title_full_unstemmed | A practical guide to item bank calibration with multiple matrix sampling |
| title_short | A practical guide to item bank calibration with multiple matrix sampling |
| title_sort | practical guide to item bank calibration with multiple matrix sampling |
| topic | multiple matrix sampling item bank development item response theory multiple matrix sampling item bank development item response theory |
| url | https://dergipark.org.tr/tr/download/article-file/3742495 |
| work_keys_str_mv | AT gunesertas apracticalguidetoitembankcalibrationwithmultiplematrixsampling AT serkanarıkan apracticalguidetoitembankcalibrationwithmultiplematrixsampling AT erencanaybek apracticalguidetoitembankcalibrationwithmultiplematrixsampling AT gunesertas practicalguidetoitembankcalibrationwithmultiplematrixsampling AT serkanarıkan practicalguidetoitembankcalibrationwithmultiplematrixsampling AT erencanaybek practicalguidetoitembankcalibrationwithmultiplematrixsampling |