Reliability Analysis of Test Questions to Support a National Tractor and Machinery Safety Certification Program

Authors

DOI:

https://doi.org/10.5032/jae.v66i4.3277

Keywords:

reliability scores, item test bank, agricultural youth, tractor safety

Abstract

The purpose of the study was to evaluate the reliability of a newly developed test bank of exam questions to support the U.S. Department of Labor tractor and machinery safety certificate’s written exam. This test bank was developed by a panel of eight subject matter experts, from different U.S. geographic regions, in face-to-face meetings for item writing, to assess subject knowledge in middle and high school students aged 13-to-18 years old. The guiding theoretical frameworks were Webb’s Depth of Knowledge and Bloom’s Taxonomy. Via multiple recruitment efforts, high school agricultural educators and community 4-H advisors who taught youth certification programs were recruited to serve as classroom facilitators and replace their current knowledge exam with the study’s WebXam online exam. Students (n = 96) from three states and six classrooms participated in the study, representing four different program formats. Results showed strong reliability (a = 0.93) for the exam, with no significant difference in the likelihood of passing based on age or sex. Seven themes were included in the 70-item test bank, where all questions were answered correctly by at least 30% of respondents, indicating there were no questions too difficult for the test-taker population. The results will serve as a foundation for establishing an online testing platform for educators who offer tractor and machinery safety trainings across the U.S., and in-turn may also create program consistency for the DOL written exam with a national test bank of valid and reliable questions.

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Published

12/11/2025

How to Cite

Kilanowski, J. F., Jepsen, S. D., & Berenbon, R. (2025). Reliability Analysis of Test Questions to Support a National Tractor and Machinery Safety Certification Program. Journal of Agricultural Education, 66(4), Article 33. https://doi.org/10.5032/jae.v66i4.3277

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Section

Journal of Agricultural Education