Item Analysis, Reliability Statistics And Standard Error Of Measurement To Improve The Quality And Impact Of Multiple Choice Questions In Undergraduate Medical Education In Faculty Of Medicine At Unisza
- Author:
Shahid Hassan
- Publication Type:Journal Article
- Keywords:
MCQ;
difficulty index;
discrimination index;
distraction efficiency;
functional and non-functional distractors;
reliability coefficient;
standard error of measurement
- From:Malaysian Journal of Public Health Medicine
2016;16(3):7-15
- CountryMalaysia
- Language:English
-
Abstract:
Multiple-choice question as one best answer (OBA) is considered as a more effective tool to test higher order thinking for its reliability and validity compared to objective test (multiple true and false) items. However, to determine quality of OBA questions it needs item analysis for difficulty index (PI) and discrimination index (DI) as well as distractor efficiency (DE) with functional distractor (FD) and non-functional distractor (NFD). However, any flaw in item structuring should not be allowed to affect students’ performance due to the error of measurement. Standard error of measurement (SEM) to calculate a band of score can be utilized to reduce the impact of error in assessment. Present study evaluates the quality of 30 items OBA administered in professional II examination to apply the corrective measures and produce quality items for the question bank. The mean (SD) of 30 items OBA = 61.11 (7.495) and the reliability (internal consistency) as Cronbach’s alpha = 0.447. Out of 30 OBA items 11(36.66%) with PI = 0.31-0.60 and 12 items (40.00%) with DI = ≥0.19 were placed in category to retain item in question bank, 6 items (20.00%) in category to revise items with DI ≤0.19 and remaining 12 items (40.00%) in category to discard items for either with a poor or with negative DI. Out of a total 120 distractors, the non-functional distractors (NFD) were 63 (52.5%) and functional distracters were 57 (47.5%). 28 items (93.33%) were found to contain 1- 4 NFD and only 2 (6.66%) items were without any NFD. Distracter efficiency (DE) result of 28 items with NDF and only 2 items without NDF showed 7 items each with 1 NFD (75% DE) and 4 NFD (0% DE), 10 items with 2 NFD (50% DE) and 4 items with 3 NFD (25% DE). Standard error of measurement (SEM) calculated for OBA has been ± 5.51 and considering the borderline cut-off point set at ≥45%, a band score within 1 SD (68%) is generated for OBA. The high frequency of difficult or easy items and moderate to poor discrimination suggest the need of items corrective measure. Increased number of NFD and low DE in this study indicates difficulty of teaching faculty in developing plausible distractors for OBA question. Standard error of measurement (SEM) should be utilized to calculate a band of score to make logical decision on pass or fail of borderline students.
- Full text:P020160315568856133953.pdf
