irtawsi: Items Response Theory Analysis with Steps and Interpretation

In irtawsi: Items Response Theory Analysis with Steps and Interpretation

Items Response Theory Analysis with Steps and Interpretation

Description

Dichotomous and polytomous data analysis and their scoring using the unidimensional Item Response Theory model (Chalmers (2012) <doi:10.18637/jss.v048.i06>) with user-friendly graphic User Interface. Suitable for beginners who are learning item response theory.

Usage

irtawsi()

Value

No values are returned, launches 'shiny' interface

References

Cai, L. & Monro, S. (2014). A new statistic for evaluating item response theory models for ordinal data. National Center for Research on Evaluation, Standards, & Student Testing. Technical Report.

Chalmers, R., P. (2012). mirt: A Multidimensional Item Response Theory Package for the R Environment. Journal of Statistical Software, 48(6), 1-29. \Sexpr[results=rd]{tools:::Rd_expr_doi("10.18637/jss.v048.i06")}

DeMars, C. (2010). Item Response Theory. \Sexpr[results=rd]{tools:::Rd_expr_doi("https://doi.org/10.1093/acprof:oso/9780195377033.001.0001")}

Guenole, N., & Brown, A. (2014). The consequences of ignoring measurement invariance for path coefficients in structural equation models. Frontiers in Psychology, 5. \Sexpr[results=rd]{tools:::Rd_expr_doi("https://doi.org/10.3389/fpsyg.2014.00980")}

Maydeu-Olivares, A. (2013). Goodness-of-Fit Assessment of Item Response Theory Models. Measurement: Interdisciplinary Research & Perspective, 11 (3), 71–101. \Sexpr[results=rd]{tools:::Rd_expr_doi("https://doi.org/10.1080/15366367.2013.831680")}

Maydeu-Olivares, A. (2014). Evaluating the Fit of IRT Models. In S. P. Reise & D. A. Revicki (Eds.), Handbook of Item Response Theory Modeling 129–145. Routledge. \Sexpr[results=rd]{tools:::Rd_expr_doi("https://doi.org/10.4324/9781315736013-15")}

Nguyen, T. H., Han, H.-R., Kim, M. T., & Chan, K. S. (2014). An Introduction to Item Response Theory for Patient-Reported Outcome Measurement. The Patient - Patient-Centered Outcomes Research, 7 (1), 23–35. \Sexpr[results=rd]{tools:::Rd_expr_doi("https://doi.org/10.1007/s40271-013-0041-0")}

Paek, I., & Cole, K. (2019). Using R for Item Response Theory Model Applications. Routledge. \Sexpr[results=rd]{tools:::Rd_expr_doi("https://doi.org/10.4324/9781351008167")}

Petersen, M. A. (2005). Introduction to Nonparametric Item Response Theory. Quality of Life Research, 14 (4), 1201–1202. \Sexpr[results=rd]{tools:::Rd_expr_doi("https://doi.org/10.1007/s11136-005-1259-7")}

Retnawati, H. (2015). Karakteristik Butir Tes dan Analisisnya. Uny, 53(5).

Toland, M. D. (2014). Practical Guide to Conducting an Item Response Theory Analysis. The Journal of Early Adolescence, 34 (1), 120–151. \Sexpr[results=rd]{tools:::Rd_expr_doi("https://doi.org/10.1177/0272431613511332")}

Xu, J., Zhang, Q., & Yang, Y. (2020). Impact of violations of measurement invariance in cross-lagged panel mediation models. Behavior Research Methods, 52 (6), 2623–2645. \Sexpr[results=rd]{tools:::Rd_expr_doi("https://doi.org/10.3758/s13428-020-01426-z")}

Examples

if(interactive()){
## Run this code for launching the Graphic User Interface
irtawsi()
}

irtawsi documentation built on June 27, 2024, 1:07 a.m.