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Article: Computerized Adaptive Testing for Ipsative Tests with Multidimensional Pairwise-Comparison Items: Algorithm Development and Applications
| Title | Computerized Adaptive Testing for Ipsative Tests with Multidimensional Pairwise-Comparison Items: Algorithm Development and Applications |
|---|---|
| Authors | |
| Keywords | computerized adaptive testing forced-choice items ipsative tests pairwise-comparison |
| Issue Date | 14-Apr-2022 |
| Publisher | SAGE Publications |
| Citation | Applied Psychological Measurement, 2022, v. 46, n. 4, p. 255-272 How to Cite? |
| Abstract | A computerized adaptive testing (CAT) solution for tests with multidimensional pairwise-comparison (MPC) items, aiming to measure career interest, value, and personality, is rare. This paper proposes new item selection and exposure control methods for CAT with dichotomous and polytomous MPC items and present simulation study results. The results show that the procedures are effective in selecting items and controlling within-person statement exposure with no loss of efficiency. Implications are discussed in two applications of the proposed CAT procedures: a work attitude test with dichotomous MPC items and a career interest assessment with polytomous MPC items. |
| Persistent Identifier | http://hdl.handle.net/10722/341870 |
| ISSN | 2023 Impact Factor: 1.0 2023 SCImago Journal Rankings: 1.061 |
| ISI Accession Number ID |
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Qiu, Xue-Lan | - |
| dc.contributor.author | De la Torre, Jimmy | - |
| dc.contributor.author | Ro, Sage | - |
| dc.contributor.author | Wang, Wen-Chung | - |
| dc.date.accessioned | 2024-03-26T05:37:49Z | - |
| dc.date.available | 2024-03-26T05:37:49Z | - |
| dc.date.issued | 2022-04-14 | - |
| dc.identifier.citation | Applied Psychological Measurement, 2022, v. 46, n. 4, p. 255-272 | - |
| dc.identifier.issn | 0146-6216 | - |
| dc.identifier.uri | http://hdl.handle.net/10722/341870 | - |
| dc.description.abstract | <p>A computerized adaptive testing (CAT) solution for tests with multidimensional pairwise-comparison (MPC) items, aiming to measure career interest, value, and personality, is rare. This paper proposes new item selection and exposure control methods for CAT with dichotomous and polytomous MPC items and present simulation study results. The results show that the procedures are effective in selecting items and controlling within-person statement exposure with no loss of efficiency. Implications are discussed in two applications of the proposed CAT procedures: a work attitude test with dichotomous MPC items and a career interest assessment with polytomous MPC items.<br></p> | - |
| dc.language | eng | - |
| dc.publisher | SAGE Publications | - |
| dc.relation.ispartof | Applied Psychological Measurement | - |
| dc.rights | This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. | - |
| dc.subject | computerized adaptive testing | - |
| dc.subject | forced-choice items | - |
| dc.subject | ipsative tests | - |
| dc.subject | pairwise-comparison | - |
| dc.title | Computerized Adaptive Testing for Ipsative Tests with Multidimensional Pairwise-Comparison Items: Algorithm Development and Applications | - |
| dc.type | Article | - |
| dc.identifier.doi | 10.1177/01466216221084209 | - |
| dc.identifier.scopus | eid_2-s2.0-85129270319 | - |
| dc.identifier.volume | 46 | - |
| dc.identifier.issue | 4 | - |
| dc.identifier.spage | 255 | - |
| dc.identifier.epage | 272 | - |
| dc.identifier.eissn | 1552-3497 | - |
| dc.identifier.isi | WOS:000783228700001 | - |
| dc.identifier.issnl | 0146-6216 | - |