STUDY SMART TUTORS
Which of the following molecules exhibits a Jahn-Teller distortion in its ground state geometry?
A) SF 6 B) BArF 4 - C) H 2 O D) CuC 12
But for the question with answer choices, you at least have a chance of answering this question correctly: 25%.
IRT (Item Response Theory) aims to remove blind guessing from benefiting students on multiple-choice tests. What is IRT? It’s what the SAT uses. IRT on the SAT? But IDK IRT! OMG! Don’t panic; it’s really not that big of a deal. Here’s what you need to know.
IRT assesses the likelihood that a student is guessing by incorporating a “guessing parameter” (often denoted as c ) in its model. The c -parameter represents the probability that a student will correctly answer a question by guessing. IRT also assesses the likelihood that a student is guessing by examining the student’s response patterns.
c -parameter
1−𝑐 1+𝑒 −𝑎(𝜃−𝑏)
𝑃(correct) = 𝑐 +
To make sense of all of this, let’s look at a very simple example. Let’s imagine the SAT was just twelve questions 9 and compare how two different students performed.
Student 1
Student 2
Question’s Number
Question’s Difficulty
Student’s Answer
Question’s Number
Question’s Difficulty
Student’s Answer
Outcome
Outcome
1 2 3 4 5 6 7 8 9
Easy Easy Easy
B A A D B C A B C A D B
Correct Correct Incorrect Correct Incorrect Correct Correct Incorrect Incorrect Correct Incorrect Incorrect
1 2 3 4 5 6 7 8 9
Easy Easy Easy
B D A D B C C B A A A A
Correct Incorrect Incorrect Correct Incorrect Correct Incorrect Incorrect Correct Correct Incorrect Correct
Medium Medium Medium Medium Medium
Medium Medium Medium Medium Medium
Hard Hard Hard
Hard Hard Hard
10 11 12
10 11 12
Really Hard
Really Hard
Both students missed six questions, but Student 1 would likely receive a slightly higher score. Why? Well, Student 2 got lucky: take a look at those last four questions where Student 2 just answered A every time. It just so happens that A was the correct answer for three of them! Even more suspiciously, Student 2 only answered 33% of the “easy” questions correctly, yet somehow managed to get 75% of the “hard” questions right? No way. That’s like saying …
1−𝑐 1+𝑒 −𝑎(𝜃−𝑏)
“ 𝑃(correct) = 𝑐 +
: I got this.”
“ Area of a triangle = 1 2
𝑏ℎ : No can do.”
9 You wish!
9
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