iirtplay

iirtplay performs unidimensional item response theory (IRT) analyses, including item calibration, proficiency scoring, model-fit evaluation, and importation of parameter estimates for assessment development and validation.


Key Features:

  • Online Item Calibration: Offers functions for calibration of online items within a unidimensional IRT model.
  • Scoring Proficiencies: Scores test-taker proficiencies based on responses to calibrated items.
  • Model Fit Evaluation: Evaluates the fit of unidimensional IRT models to empirical data.
  • Parameter Importation: Imports item and proficiency parameter estimates from outputs generated by popular IRT software.
  • Mixed-item Format Support: Handles mixed-item formats, accommodating dichotomous (binary) and polytomous (multiple-category) items.

Scientific Applications:

  • Educational Assessment Development: Supports development and validation of educational assessments by analyzing item characteristics and respondent abilities.
  • Psychometrics Research: Enables psychometric analyses that require unidimensional IRT modeling and comparison of model fit.
  • Standardized and Adaptive Testing: Applies to standardized testing and adaptive testing systems that use calibrated items and proficiency scoring.
  • Psychological Evaluation: Supports psychological evaluations that use mixed-item formats and IRT-based scoring.

Methodology:

Implements unidimensional IRT modeling with functions for item calibration, proficiency scoring, model-fit evaluation, and importation of item and proficiency parameter estimates; supports dichotomous and polytomous item formats.

Details

License:
GPL-3.0
Cost:
Free of charge
Tool Type:
library
Operating Systems:
Mac, Linux, Windows
Programming Languages:
R
Added:
2/24/2022
Last Updated:
2/24/2022

Operations

Publications

Lim H, Wells CS. <i>irtplay</i>: An R Package for Online Item Calibration, Scoring, Evaluation of Model Fit, and Useful Functions for Unidimensional IRT. Applied Psychological Measurement. 2020;44(7-8):563-565. doi:10.1177/0146621620921247. PMID:34565935. PMCID:PMC7495796.

Documentation

Links