Lucas wrote:

either you have the knowledge or not and if you have it you don't need to choose
the right answer because you know it.

True, but multiple choice also has its advantages. It's a lot cheaper,

To be specific, the answers to multiple choice answers can be highly automated, to the point where an exam taken at a VUE or Prometric centre can offer a pass/fail score in real time upon completion. Diagrams, essay questions, etc. require a warm body to grade -- how much will that add to the cost of an exam? Can you really count on a volunteer infrastructure?

Also, it's important to consider how well a scoring process will scale as numbers increase. LPI's just purchased a scanner so that scoring speed (and capacity) can be increased from six per hour to six per minute.

There's a reason the "hands-on"Red Hat RHCE exam costs $700 -- and they're not making much money on that. RH's real money is in education, certification is just a tool (to them, like to many software vendors who do certs) that helps drive training sales.

A reasonable compromise is the "fill in the blank" item, which can still be automated while not spoonfeeding possible answers to candidates. Even if a FITB question has multiple possible answers (and most do), that can be accommodated in automated scoring. (Aren't regular expressions wonderful?)

Besides, you can make multiple choice questions that
need thorough understanding of the subject matter.

Very true. It's a big challenge, but a well-crafted exam containing multiple-choice, multiple-choice-multi-answer and FITB items can perform very well. "Deceptors" (the psychometric term for incorrect options in a MC item) should be plausible yet not ambiguously wrong.

There is *no* science that proves hands-on exams actually do a better job of separating skilled from unskilled compared to hands-on exams. OTOH, hands-on exams have problems with reliability, sufficient that they can't be psychometrically validated.

- Evan
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