The Effect of Aberrant Responses on Ability Estimation in Computer Adaptive Tests
Yıl: 2022 Cilt: 13 Sayı: 3 Sayfa Aralığı: 256 - 268 Metin Dili: İngilizce DOI: 10.21031/epod.1067307 İndeks Tarihi: 06-10-2022
The Effect of Aberrant Responses on Ability Estimation in Computer Adaptive Tests
Öz: In computer adaptive test (CAT), aberrant responses caused by some factors such as lucky guesses and carelessness errors may cause significant bias in ability estimation. Correct responses resulting from lucky guesses and false responses resulting from carelessness or anxiety may reveal aberrant responses and the impact of these types of aberrant responses may cause an erroneous estimation of the examinee’s actual ability because they do not reflect the examinee’s actual knowledge. In this study, the performances of regarding ability estimation were examined comparatively in the context of CAT simulations in case of aberrant responses.Under different conditions, twelve different CAT simulations were conducted with 10 replications for each of the conditions. Correlation, RMSE, bias, and mean absolute error (MAE) values were calculated and interpreted for each condition. Results generally indicated that the 4PL IRT model provided a more efficient and robust ability estimation than the 3PL IRT model and the 4PL model increased the precision and effectiveness of the CAT applications.
Anahtar Kelime: Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık
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| APA | Gören S, KARA H, Erdem Kara B, Kelecioğlu H (2022). The Effect of Aberrant Responses on Ability Estimation in Computer Adaptive Tests. , 256 - 268. 10.21031/epod.1067307 |
| Chicago | Gören Sebahat,KARA HAKAN,Erdem Kara Başak,Kelecioğlu Hülya The Effect of Aberrant Responses on Ability Estimation in Computer Adaptive Tests. (2022): 256 - 268. 10.21031/epod.1067307 |
| MLA | Gören Sebahat,KARA HAKAN,Erdem Kara Başak,Kelecioğlu Hülya The Effect of Aberrant Responses on Ability Estimation in Computer Adaptive Tests. , 2022, ss.256 - 268. 10.21031/epod.1067307 |
| AMA | Gören S,KARA H,Erdem Kara B,Kelecioğlu H The Effect of Aberrant Responses on Ability Estimation in Computer Adaptive Tests. . 2022; 256 - 268. 10.21031/epod.1067307 |
| Vancouver | Gören S,KARA H,Erdem Kara B,Kelecioğlu H The Effect of Aberrant Responses on Ability Estimation in Computer Adaptive Tests. . 2022; 256 - 268. 10.21031/epod.1067307 |
| IEEE | Gören S,KARA H,Erdem Kara B,Kelecioğlu H "The Effect of Aberrant Responses on Ability Estimation in Computer Adaptive Tests." , ss.256 - 268, 2022. 10.21031/epod.1067307 |
| ISNAD | Gören, Sebahat vd. "The Effect of Aberrant Responses on Ability Estimation in Computer Adaptive Tests". (2022), 256-268. https://doi.org/10.21031/epod.1067307 |
| APA | Gören S, KARA H, Erdem Kara B, Kelecioğlu H (2022). The Effect of Aberrant Responses on Ability Estimation in Computer Adaptive Tests. Eğitimde ve Psikolojide Ölçme ve Değerlendirme Dergisi, 13(3), 256 - 268. 10.21031/epod.1067307 |
| Chicago | Gören Sebahat,KARA HAKAN,Erdem Kara Başak,Kelecioğlu Hülya The Effect of Aberrant Responses on Ability Estimation in Computer Adaptive Tests. Eğitimde ve Psikolojide Ölçme ve Değerlendirme Dergisi 13, no.3 (2022): 256 - 268. 10.21031/epod.1067307 |
| MLA | Gören Sebahat,KARA HAKAN,Erdem Kara Başak,Kelecioğlu Hülya The Effect of Aberrant Responses on Ability Estimation in Computer Adaptive Tests. Eğitimde ve Psikolojide Ölçme ve Değerlendirme Dergisi, vol.13, no.3, 2022, ss.256 - 268. 10.21031/epod.1067307 |
| AMA | Gören S,KARA H,Erdem Kara B,Kelecioğlu H The Effect of Aberrant Responses on Ability Estimation in Computer Adaptive Tests. Eğitimde ve Psikolojide Ölçme ve Değerlendirme Dergisi. 2022; 13(3): 256 - 268. 10.21031/epod.1067307 |
| Vancouver | Gören S,KARA H,Erdem Kara B,Kelecioğlu H The Effect of Aberrant Responses on Ability Estimation in Computer Adaptive Tests. Eğitimde ve Psikolojide Ölçme ve Değerlendirme Dergisi. 2022; 13(3): 256 - 268. 10.21031/epod.1067307 |
| IEEE | Gören S,KARA H,Erdem Kara B,Kelecioğlu H "The Effect of Aberrant Responses on Ability Estimation in Computer Adaptive Tests." Eğitimde ve Psikolojide Ölçme ve Değerlendirme Dergisi, 13, ss.256 - 268, 2022. 10.21031/epod.1067307 |
| ISNAD | Gören, Sebahat vd. "The Effect of Aberrant Responses on Ability Estimation in Computer Adaptive Tests". Eğitimde ve Psikolojide Ölçme ve Değerlendirme Dergisi 13/3 (2022), 256-268. https://doi.org/10.21031/epod.1067307 |
