Keyword Analysis & Research: item information function

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What is the item information function in a 2PL model?

Under a 2PL model, the item information function is defined as: where a i is the discrimination parameter for item i. You can see that the 1PL is exactly the same as a 2PL model when the value of the discrimination ( a parameter) is set to 1.

What is the ability level of interest for the item information function?

θ is the ability level of interest. D is the constant of 1.702 Under a 2PL model, the item information function is defined as: where a i is the discrimination parameter for item i.

What does the item response function tell you?

The item response function. The IRF gives the probability that a person with a given ability level will answer correctly. Persons with lower ability have less of a chance, while persons with high ability are very likely to answer correctly; for example, students with higher math ability are more likely to get a math item correct.

What is the relationship between item information and ability?

It is to be noted that the amount of information at a given ability level is the inverse of its variance, hence, the larger the amount of information provided by the item, the greater the precision of the measurement. As item information is plotted against ability, a revealing graph depicts the amount of information provided by the item.