Professional Publications
These are some professional publications ranging from advanced statistical modeling, latent factor modeling, item response theory, and cognitive psychology related to clinical judgment and student engagement.
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Betts, J., Williams, N., Lin, C., Kao, S-c., Kim, H.J., & Muntean, W. (2026). Bringing the NCLEX into the new generation: Results from the first year of measuring clinical judgment. Journal of Nursing Regulation, 16(4), 284-288. DOI: https://doi.org/10.1016/j.jnr.2025.11.005
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Betts, J., & Muntean, W. (2025). Evaluating deep learning and transformer models on SME and GenAI items. Proceedings of the Artificial Intelligence in Measurement and Education Conference (AIME-Con): Volume 2, 141-146.
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Muntean, W., & Betts, J. (2025). Addressing few-shot LLM classification instability through explanation-augmented distillation. Proceedings of the Artificial Intelligence in Measurement and Education Conference (AIME-Con): Volume 2, 197-203.
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Muntean, W., Betts, J., & Jia, H. (2025). Comparing data-driven methods for removing options in assessment items. Journal of Educational Measurement, 62(4), 588-607. doi: 10.1111/jedm.70003
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Betts, J., & Muntean, W. (2024). Integrating clinical judgment in entry-level nursing: A confirmatory factor analytic study. Journal of Nursing Measurement. Accepted for publication. doi: 10.1891/JNM-2023-0106.
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Betts, J., & Muntean, W. (2024). Data visualizations for polytomous items. Journal of Testing Technology, 24(Special Issue): Retrieved from https://jattjournal.net/index.php/atp/article/view/173202
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Kang, H., Arbet, G., Betts, J., & Muntean, W. (2024). Location matching adaptive testing for polytomous technology-enhanced items. Applied Psychological Measurement, 48(1-2): 57-76.
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Betts, J., Muntean, W., & Dickison, P. (2024). Evaluating the importance of clinical judgment skills in entry-level nursing. Journal Nursing Education, 63(3): 156-162.
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Betts, J. (2022). Measuring Student Engagement: New approaches & issues. In A. Reschly & S. Christenson (Eds.), The handbook of research on student engagement (2nd ed), pp. 647-658. Springer.
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Kang, H., Han, S., Betts, J., & Muntean, W. (2022). Computerized adaptive testing for testlet-based innovative items. British Journal of Mathematical and Statistical Psychology, 75(1), 136-157. https://doi.org/10.1111/bmsp.12252
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Betts, J., Muntean, W., Kim, D., & Kao, S. (2022). Evaluating different methods for multiple response items providing partial credit. Educational and Psychological Measurement, 82(1), 151-176. DOI: 10.1177/0013164421994636
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Betts, J., Muntean, W., Kim, D., and Kao, S-c. (2022). Next Generation NCLEX: Test Design. NCSBN Next Generation Newsletter, Winter 2022. National Council of State Boards of Nursing: Chicago, IL.
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Betts, J. (2022). Item authoring. In International Test Commission & Association of Test Publishers (Eds), Guidelines for Technology Based Assessments. International Test Commission and Association of Test Publishers.
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Albrecht, P., Houk, G., Ruggiero, E., Dockum, M., Czerwinski, M., Betts, J., Wymer, J., Argoff, C., & Rice, F. (2021). Keratinocyte biomarkers distinguish painful diabetic peripheral neuropathy patients and correlate with topical lidocaine responsiveness. Frontiers in Pain Research. https://doi.org/10.3389/fpain.2021.790524
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Betts, J., Muntean, W., Kim, D., Jorion, N., & Dickison, P. (2019). Building a method for writing clinical judgment items for entry-level nursing exams. The Journal of Applied Testing Technology, 20(S2), 21-36. Retrieved from https://jattjournal.net/index.php/atp/article/view/143674
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Witmer, S., Duke, N., Billman, A., & Betts, J. (2014). Using assessment to improve early elementary students’ knowledge and skills for comprehending informational text. Journal of Applied School Psychology, 30, 223–253.
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Reschly, A., Betts, J., & Appleton, J. (2014). An examination of the validity of two measures of student engagement. International Journal of School & Educational Psychology, 2, 106-114.
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Betts, J. (2012). Issues and methods in the measurement of student engagement: Advancing the construct through statistical modeling. In S. Christenson, A. Reschly, & C. Wylie (Eds.), The handbook of research on student engagement (pp. 783-803).
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Betts, J., Pickart, M., & Heistad, D. (2011). Investigating early literacy and numeracy: Exploring the utility of the bifactor model. School Psychology Quarterly, 26, 97-107.
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Betts, J. (2010). Expanding school psychology’s horizons for understanding and conducting research: Commentary on the special series on statistical analysis. Journal of School Psychology, 48, 1-4.
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Betts, J., Appleton, J., Reschly, A, Christenson, S., & Huebner, S. (2010). A study of the factorial invariance of the Student Engagement Instrument (SEI): Results from middle and high school students. School Psychology Quarterly, 25, 84-93.
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Reschly, A., Busch, T., Betts, J., Deno, S., & Long, J. (2009). Curriculum-based measurement of oral reading as an indicator of reading achievement: A meta-analysis of the correlational evidence. Journal of School Psychology, 47, 427-469.
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Muyskens, P., Betts, J., Lau, M. Y., & Marston, D. (2009). Predictive validity of curriculum-based measures in the reading assessment of students who are English language learners. The California School Psychologist, 14, 11-21.
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Betts, J., Bolt, S., Decker, D., Muyskens, P., & Marston, D. (2009). Examining the role of time and language type in reading development for English language learners. Journal of School Psychology, 47, 143-166.
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Betts, J., Pickart, M., & Heistad, D. (2009). Construct and predictive validity evidence for curriculum-based measures of early literacy and numeracy skills in kindergarten. Journal of Psychoeducational Assessment, 27, 83-95.
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Betts, J., Pickart, M., & Heistad, D. (2009). An investigation of the psychometric evidence of CBM-R passage equivalence: Utility of readability statistics and equating for alternate forms. Journal of School Psychology, 47, 1-17.
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Betts, J., Reschy, A., Pickart, M., Heistad, D, Sheran, C., & Marston, D. (2008). An examination of predictive bias for second grade reading outcomes from measures of early literacy skills in kindergarten with respect to English-language learners and ethnic subgroups. School Psychology Quarterly, 23, 553-570.
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McBride, J., & Betts, J. (2007). Eleven Years of Assessing K-12 Achievement: Some Longitudinal Research Using STAR Reading, STAR Math, and STAR Early Literacy. Proceedings of the 2007 GMAC Conference on Computerized Adaptive Testing. https://iacat.org/2007-iacat-conference-gmac-minneapolis/
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Missall, K., Reschly, A., Betts, J., McConnell, S., Heistad, D., Pickart, M., Sheran, C., & Marston, D. (2007). Examination of the predictive validity of preschool early literacy skills. School Psychology Review, 36, 433-452.
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Betts, J., Marston, D., & Muyskens, P. (2006). Tracking the progress of students whose first language is not English towards English proficiency: Using CBM with English Language Learners. MinneTESOL/WITESOL, 23, 15-37.
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Betts, J. (2005). A longitudinal analysis of special education student math scores: Exploratory analysis. SASP News, 6(1), 9-14.
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Ysseldyke, J., Tardrew, S., Betts, J., Thill, T., & Hannigan, E. (2004). Use of an instructional management system to enhance math instruction of gifted and talented students. Journal for the Education of the Gifted, 27, 293-310.
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Ysseldyke, J., Betts, J., Thill, E., & Hannigan, E. (2004). Use of an instructional management system to improve mathematics skills for students in Title I programs. Preventing School Failure 48(4), 10-14.