ITEM ANALYSIS FOR DICHOTOMOUS ITEM RESPONSE THEORY : AN APPLICATION OF R PROGRAMMING

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วีรวัฒน์ โอษฐงาม

Abstract

                    R program is a computer program that is capable of statistical analysis. It can be used in a variety of ways such as presenting in graphical form and is open source software that all users can access it free of charge. This program has played a huge role in education and research fields. This article collects packages and instructions in the RStudio program used for                     the analysis of dichotomous item response theory. The article is divided into 6 parts, which consist of program installation, basic use of R program, data file preparation, importing data, installing and running the package, item analysis procedure, display of analysis results, display of information by graphs, and interpretation of results. Moreover, it also includes an example of all steps about analyzing dichotomously scored items by using the test response theory that displays both the analysis results and the interpretation of results, which can be used to analyze exams in the education field more easily.

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Section
บทความวิชาการ (Articles)

References

Aroonmanakun, W. (2017). Statistics and Using R Programming. [Unpublished manuscript].
Faculty of Arts, Chulalongkorn University. (in Thai)
Chaimongkol, N., Kanjanawasee, S. (2015). System development for on-the-fly assembled
multistage adaptive testing with reflective feedback in information technology
professional examination [Doctoral dissertation].
http://cuir.car.chula.ac.th/handle/123456789/50934. (in Thai)
Kanjanawasee, S. (2020). Modern Test Theories (5th ed). Chulalongkorn University Printing
House. (in Thai)
Kanjanawasee, S. and Chaimongkol, N. (2020), The Application of R Programming for Education Testing. Journal of Research Methodology, (33)1, 21-45.
https://portal.edu.chula.ac.th/pub/jrm/index.php/jrm/article/viewFile/648/pdf_495 (in Thai)
Pongsakchat, V. (n.d.) Using the R program for research. [Unpublished manuscript].
Faculty of Science, Burapha University. (in Thai)
Vijitsoonthornkul, K. Thitichai, P., Chalom, K., et al. (2020). Analysis of health data in the Thai
public health system using the program R. Institute of Research and Development for
Health of Southern Thailand. https://medipe2.psu.ac.th/2019/media/Upload/
1584606671-R%20Practice.pdf. (in Thai)