Exam 20: Item Response Theory

arrow
  • Select Tags
search iconSearch Question
flashcardsStudy Flashcards
  • Select Tags

In classical test theory, the concept of reliability is used to quantify measurement precision. In IRT, the analogous concept is called _________.

Free
(Multiple Choice)
4.8/5
(41)
Correct Answer:
Verified

C

Describe the concept of item parameter invariance.

Free
(Essay)
4.9/5
(30)
Correct Answer:
Verified

Parameter invariance means that the population that you use to estimate your item parameters does not depend on the underlying population from which those parameters are estimated. This property makes IRT very useful when comparing across different groups. It should be noted, however, that invariance only holds if the underlying assumptions of your IRT model are met (e.g., unidimensionality, local independence).

In item response theory models, the underlying latent trait is commonly referred to as ___________.

Free
(Multiple Choice)
4.9/5
(39)
Correct Answer:
Verified

A

What are some key differences between classical test theory and item response theory.

(Essay)
4.8/5
(30)

Which of the following is not one of three parameters in the 3PL? 

(Multiple Choice)
4.9/5
(39)

How can you decide what is the best IRT model for a particular data set?

(Essay)
4.7/5
(31)

What is a minimum suggested sample size required to do most IRT analyses as suggested by Shultz, Whitney, and Zickar (2021)?

(Multiple Choice)
4.8/5
(39)

The relationship between the underlying latent trait and the probability of answering an item correctly is called an _____________.

(Multiple Choice)
4.9/5
(37)

In confirmatory factor analysis, what is the preferred term by Shultz, Whitney, and Zickar (2021) for the item variance not explained by latent factors?

(Multiple Choice)
4.9/5
(35)

Which of the following parameters is part of the 3PL model but not the 2PL model?

(Multiple Choice)
4.9/5
(36)

After a model has been estimated on your particular data set, which of the following would you examine to see how to specifically improve model-data fit?

(Multiple Choice)
4.9/5
(37)

What are assumptions and requirements that need to be met to use IRT?

(Essay)
4.8/5
(35)

One strength of item response theory compared to classical test theory is that IRT statistics estimated from one population can be compared to statistics collected from a different population. This property is called _________.

(Multiple Choice)
4.8/5
(35)

The idea that items should be uncorrelated with each other after controlling for the latent trait of the model is called ________.

(Multiple Choice)
4.8/5
(34)

Which is better? Classical test theory or IRT?

(Essay)
4.7/5
(33)
close modal

Filters

  • Essay(0)
  • Multiple Choice(0)
  • Short Answer(0)
  • True False(0)
  • Matching(0)