Towards More Efficient Assessments: Increasing Information from Objective Examinations
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Abstract: Objective examination questions are widely used to assess students’ knowledge, but the standard MCQ with a stem followed by 4 - 6 possible answers one of which is chosen as correct is very inefficient. Simple changes to the format can treble the information gained. Information theory is the tool for assessing the information content of electronic and other communications. The “bit” is the unit of information and equals on true/false choice. I have applied basic information theory to objective questions. The standard MCQ with a stem, a choice of 4 possible answers (mark one answer true) and an expected correct answer rate of 70% yields 1.36 bits. A MTFQ with 4 choices where the student must answer true/false to every possible answer gives 3.52 bits of information. By adding a “don’t know” option the same MTFQ gives 4.72 bits of information, 350% of the standard MCQ. Thirty MTFQ with don’t know give the same information about students’ knowledge as 100 standard MCQs. The effort needed to set, sit and mark is the same for both. Small changes to the format of objective questions give large gains in efficiency. We should balance these gains against possible disadvantages.
Keywords:
Objective Assessment; Information
Cite this paper:
Dugdale, A. (2013). Towards More Efficient Assessments: Increasing Information from Objective Examinations. Creative Education, 4, 39-41. doi: 10.4236/ce.2013.46A007.
References
[1] Ben-Simon, A., Budescu, D. V., & Nevo, B. (1997). A comparative study of measures of partial knowledge in multiple-choice questions. Applied Psychological Measurement, 21, 65-88. doi:10.1177/0146621697211006
[2] Harden, R. M. G., Brown, R. A., Biran, L. A., Dallas Ross, W. P., & Wakeford, R. E. (1976). Multiple choice questions, to guess or not to guess. Medical Education, 10, 27-32. doi:10.1111/j.1365-2923.1976.tb00527.x
[3] Moulton, R. (2010). A short simple introduction to information theory. URL. www.moultano.wordpress.com/article/
[4] Shannon, C. E. (1948). A mathematical theory of communication. The Bell System Technical Journal, 27, 379-423, 623-656.