Research Article
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Year 2019, Volume: 10 Issue: 3, 266 - 301, 04.09.2019
https://doi.org/10.21031/epod.521330

Abstract

References

  • Berkelaar, M., & others (2015). R Package ‘lpSolve’. CRAN. URL https://cran.r-project.org/web/packages/lpSolve/lpSolve.pdf
  • Berkelaar, M., Eikland, K., & Notebaert, P. (2004). Lp solve 5.5, open source (mixed-integer) linear programming system. URL http://lpsolve.sourceforge.net/5.5/
  • Birnbaum, A. (1968). Some latent trait models and their use in inferring an examinee’s ability. In F. M. Lord & M. R. Novick. In statistical theories of mental test scores (pp. 397–479). Reading, MA: Addison-Wesley.
  • Cor, K., Alves, C., & Gierl, M. (2008). Conducting automated test assembly using the Premium Solver Platform Version 7.0 with Microsoft Excel and the large-Scale LP/QP solver engine add-in. Applied Psychological Measurement, 32, 652-663.
  • Cor, K., Alves, C., & Gierl, M. (2009). Three applications of automated test assembly within a user-friendly modeling environment. Practical Assessment, Research, & Evaluation, 14(14). URL http://pareonline.net/getvn.asp?v=14%26n=14
  • Diao, Q., & van der Linden, W. J. (2011). Automated test assembly using lp_solve version 5.5 in R. Applied Psychological Measurement, 35(5), 398-409.
  • Donoghue, J. R. (2015). Comparison of integer programming (IP) solvers for automated test assembly (ATA). ETS Research Report Series, 2015(1), 1-12.
  • Gierl, M.J., Daniels, L., & Zhang, X. (2017). Creating Parallel Forms to Support On-Demand Testing for Undergraduate Students in Psychology. Journal of Measurement and Evaluation in Education and Psychology, 8, 288-302.
  • Han, K. T., & Rudner, L. M. (2014). Item Pool Construction Using Mixed Integer Quadratic Programming (MIQP). GMAC® Research Report RR-14-01. Graduate Management Admission Council. URL https://files.eric.ed.gov/fulltext/ED558455.pdf
  • ILOG. (2006). ILOG CPLEX 10.0 [User’s manual]. Paris, France: ILOG SA.
  • Konis, K., & Konis, M. K. (2016). Package ‘lpSolveAPI’. URL https://cran.r-project.org/web/packages/lpSolveAPI/lpSolveAPI.pdf
  • Luecht, R. M. (1998). Computer-assisted test assembly using optimization heuristics. Applied Psychological Measurement, 22, 224-236.
  • Luo, X. (2018). R Package ‘xxIRT’. CRAN. URL https://cran.r-project.org/web/packages/xxIRT/xxIRT.pdf
  • Van der Linden, W. J. (2006). Linear models for optimal test design. Springer Science & Business Media.

Building On-Demand Test Forms in R

Year 2019, Volume: 10 Issue: 3, 266 - 301, 04.09.2019
https://doi.org/10.21031/epod.521330

Abstract

Automated
Test Assembly (ATA) plays important role in test development, especially in
large scale test administrations. However, there is a lack of tutorials showing
how to solve ATA problems. This tutorial aims to show to how build on-demand
test forms easily for researchers and practitioners, and share the R codes for
their use. The study presents the annotated R codes for thirty-nine unique
examples. The examples include building one form, multiple forms and more
complex ones under different constraint conditions across equal or different
form lengths. All examples were solved by using “xxIRT” R package. The
graphical depictions of the form-level information functions for all examples
were also provided. Some important notes about the codes were also provided at
the end of the paper in case one did not find a solution. The thirty-six
examples were provided in the main body of the paper, the other three complex
examples were given in the Supplementary material.

References

  • Berkelaar, M., & others (2015). R Package ‘lpSolve’. CRAN. URL https://cran.r-project.org/web/packages/lpSolve/lpSolve.pdf
  • Berkelaar, M., Eikland, K., & Notebaert, P. (2004). Lp solve 5.5, open source (mixed-integer) linear programming system. URL http://lpsolve.sourceforge.net/5.5/
  • Birnbaum, A. (1968). Some latent trait models and their use in inferring an examinee’s ability. In F. M. Lord & M. R. Novick. In statistical theories of mental test scores (pp. 397–479). Reading, MA: Addison-Wesley.
  • Cor, K., Alves, C., & Gierl, M. (2008). Conducting automated test assembly using the Premium Solver Platform Version 7.0 with Microsoft Excel and the large-Scale LP/QP solver engine add-in. Applied Psychological Measurement, 32, 652-663.
  • Cor, K., Alves, C., & Gierl, M. (2009). Three applications of automated test assembly within a user-friendly modeling environment. Practical Assessment, Research, & Evaluation, 14(14). URL http://pareonline.net/getvn.asp?v=14%26n=14
  • Diao, Q., & van der Linden, W. J. (2011). Automated test assembly using lp_solve version 5.5 in R. Applied Psychological Measurement, 35(5), 398-409.
  • Donoghue, J. R. (2015). Comparison of integer programming (IP) solvers for automated test assembly (ATA). ETS Research Report Series, 2015(1), 1-12.
  • Gierl, M.J., Daniels, L., & Zhang, X. (2017). Creating Parallel Forms to Support On-Demand Testing for Undergraduate Students in Psychology. Journal of Measurement and Evaluation in Education and Psychology, 8, 288-302.
  • Han, K. T., & Rudner, L. M. (2014). Item Pool Construction Using Mixed Integer Quadratic Programming (MIQP). GMAC® Research Report RR-14-01. Graduate Management Admission Council. URL https://files.eric.ed.gov/fulltext/ED558455.pdf
  • ILOG. (2006). ILOG CPLEX 10.0 [User’s manual]. Paris, France: ILOG SA.
  • Konis, K., & Konis, M. K. (2016). Package ‘lpSolveAPI’. URL https://cran.r-project.org/web/packages/lpSolveAPI/lpSolveAPI.pdf
  • Luecht, R. M. (1998). Computer-assisted test assembly using optimization heuristics. Applied Psychological Measurement, 22, 224-236.
  • Luo, X. (2018). R Package ‘xxIRT’. CRAN. URL https://cran.r-project.org/web/packages/xxIRT/xxIRT.pdf
  • Van der Linden, W. J. (2006). Linear models for optimal test design. Springer Science & Business Media.
There are 14 citations in total.

Details

Primary Language Turkish
Journal Section Articles
Authors

Halil İbrahim Sarı 0000-0001-7506-9000

Publication Date September 4, 2019
Acceptance Date July 15, 2019
Published in Issue Year 2019 Volume: 10 Issue: 3

Cite

APA Sarı, H. İ. (2019). Building On-Demand Test Forms in R. Journal of Measurement and Evaluation in Education and Psychology, 10(3), 266-301. https://doi.org/10.21031/epod.521330