Reliability Analysis of Test Questions to Support a National Tractor and Machinery Safety Certification Program
DOI:
https://doi.org/10.5032/jae.v66i4.3277Keywords:
reliability scores, item test bank, agricultural youth, tractor safetyAbstract
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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Agricultural Safety and Health eXtension Community of Practice. (2019). Farm Safety Makes you the Hero. NSTMOP Program Overview. Retrieved May 12, 2025, from https://ag-safety.extension.org/nstmop-program-overview/
Agricultural Safety and Health eXtension Community of Practice. (2025). AgSafety4U Certificate Course. Retrieved May 13, 2025, from https://ag-safety.extension.org/agsafety4u-certificate-course/
Arduini-Van, N. (2020). Educational Psychology. Press Books. https://edpsych.pressbooks.sunycreate.cloud/chapter/teacher-made-assessments/
Assessment Systems Corporation. (1979). Laboratory of Educational Research Test Analysis Package (Lertap5). (Version 11) [Computer software]. https://lertap5.com/HTMLHelp/HTML/index.html?how_to_get_lertap.htm
Berman, A. I., Haertel, E. H., & Pellegrino, J. W. (2020). Comparability of large-scale educational assessments: Issues and recommendations. National Academy of Education. https://naeducation.org/wp-content/uploads/2020/06/Comparability-of-Large-Scale-Educational-Assessments.pdf DOI: https://doi.org/10.31094/2020/1
Bloom, B. S.; Engelhart, M. D.; Furst, E. J.; Hill, W. H.; Krathwohl, D. R. (1956). Taxonomy of educational objectives: The classification of educational goals. Vol. Handbook I: Cognitive domain. David McKay Company.
Center on Education and Teaching for Employment (CETE). (n.d.). About WebXam. Retrieved January 11, 2025, from https://www.webxam.org/Admin/Docs#:~:text=WebXam%20is%20an%20online%20testing%20fulfillment%20of%20graduation%20requirements
Center on Education and Teaching for Employment (CETE). (2016). A subject-matter expert’s guide. Creating quality multiple-choice items. The Ohio State University, Center on Education and Teaching for Employment.
Center on Education and Teaching for Employment (CETE). (2025). CETE Homepage. Retrieved May 23, 2025, from https://cete.osu.edu
Collaborative Institutional Training Initiative (CITI). (2025). The trusted standard in research, ethics, compliance, and safety training. Retrieved January 13, 2025, from https://about.citiprogram.org DOI: https://doi.org/10.5195/ijms.2025.2730
College of Food, Agricultural, and Environmental Sciences. (2024). Ohio State University Extension is…Retrieved January 12, 2025, from https://extension.osu.edu/about/mission-vision-values/osu-extension.
Crocker, L. M., & Algina, J. (1986). Introduction to classical and modern test theory. Holt, Rinehart, & Winston.
Dillman, D. A. (2007). Mail and Internet surveys: The tailored design method-2007 Update with new Internet, visual, and mixed-mode guide. John Wiley & Sons.
Farm Safety SAY Clearinghouse. (2025). Retrieved March 5, 2025, from https://extension.psu.edu/business-and-operations/farm-safety/say-project.
Finn, A. S., Kraft, M. A., West, M. R., Leonard, J. A., Bish, C.E., Martin RE, Sheridan, M. A., Gabrieli, C. F., Gabrieli, J. D. (2014). Cognitive skills, student achievement tests, and schools. Psychological Science, 25(3), 736-44. https://doi.org/ 10.1177/0956797613516008. DOI: https://doi.org/10.1177/0956797613516008
French, B. F.; Breidenbach, D. H., Field, W. E., Tormoehlen, R. (2007). The psychometric properties of the Agricultural Hazardous Occupations Order Certification Training Program written examinations. Journal of Agricultural Education, 48(4), 11-19. https://doi.org/10.5032/jae.2007.04011 DOI: https://doi.org/10.5032/jae.2007.04011
Garvey, P. M., Murphy, D. J., Yoder, A. M., & Hilton, J. W. (2008). National Safe Tractor and Machinery Operation Program: Development and content evaluation. Journal of Agricultural Safety and Health, 14, 333–349. https://doi.org/10.13031/2013.24567 DOI: https://doi.org/10.13031/2013.24567
Gearing Up for Safety Production. (2021). Retrieved March 5, 2025, from https://www.asec.purdue.edu/tractor/index.html
Golden Triangle Curriculum Consortium. Golden Triangle Curriculum Consortium. (n.d.). Retrieved May 22, 2025, from https://www.gtccmt.org
Haladyna, T. (2002). Supporting documentation: Assuring more valid test score interpretations and uses. Lawrence Erlbaum Associates.
Harshman, W. C., Yoder, A. M., Hilton, J. W., & Murphy, D. J. (Eds.). (Revised 3rd ed.). 2020. National Safe Tractor and Machinery Operation Program: Student manual. Penn State Extension, Ohio State Extension, and the National Safety Council.
Hazardous Occupations Safety Training for Agriculture Program (HOSTA). (n.d.). Retrieved Sept 22, 2005, from https://www.nifa.usda.gov/sites/default/files/resources/Hosta_brochure.pdf
Hoover, W. B., French B. F., Field, W. E., Tormoehlen R. L., (2012). Adjusting the passing scores for Gearing Up for Safety: Production agriculture safety training for youth curriculum test Instruments. Journal of Agricultural Education, 53(3), 1-13. https://doi.org/10.5032/jae.2012.03001 DOI: https://doi.org/10.5032/jae.2012.03001
Instructure. (2025). Canvas credential, the all-in-one digital badging for higher education. Retrieved May 23, 2025, from https://www.instructure.com/higher-education/products/canvas/canvas-credentials
Jennings, J. L., & Bearak, J. M. (2014). “Teaching to the test” in the NCLB era: How test predictability affects our understanding of student performance. Educational Researcher, 43(8), 381-389. https://doi.org/10.3102/0013189X14554449 DOI: https://doi.org/10.3102/0013189X14554449
Jensen, J.L., McDaniel, M. A., Kummer, T. A., Godoy, P. D. D. M., St Clair, B. (2020). Testing effect on high-level cognitive skills. CBE - Life Science Education, 19(3), 19:ar39.1-13. https://doi.org/10.1187/cbe.19-10-0193 DOI: https://doi.org/10.1187/cbe.19-10-0193
Kingman, D. M., Yoder, A. M., Hodge, N. S., Ortega, R., & Field, W. E. (2005). Utilizing expert panels in agricultural safety and health research. Journal of Agricultural Safety and Health, 11, 61-74. https://doi.org/10.13031/2013.17897 DOI: https://doi.org/10.13031/2013.17897
Mann, A. J. (2017). Identification of learning outcomes and development of assessment methods for agricultural safety and health content in secondary agricultural education classrooms [Doctoral dissertation, Ohio State University]. OhioLINK Electronic Theses and Dissertations Center. http://rave.ohiolink.edu/etdc/view?acc_num=osu1492733303282755
Mann, A.J., Field, W.E., Tormoehlen, R., & French, B.F. (2016). Development and validation of written exam items for the Agricultural Hazardous Occupations Orders (AgHOs) Certification Training Program. Journal of Agricultural Safety and Health, 22, 121-134. https://doi.org/10.13031/jash.22.11296 DOI: https://doi.org/10.13031/jash.22.11296
Mann, A. J., & Jepsen, S.D. (2017). Using expert panel data to guide youth agricultural safety and health training resources in the US. Safety, 3, 1(4). https://doi.org/10.3390/safety3010004 DOI: https://doi.org/10.3390/safety3010004
Mann, A. J., & Jepsen, S. D. (2019). Hazardous agricultural tasks completed by youth as part of their Supervised Agricultural Experience (SAE): A descriptive study. Journal of Agricultural Safety and Health, 25(3), 107–116. https://doi.org/10.13031/jash.12998 [elibrary.asabe.org] DOI: https://doi.org/10.13031/jash.12998
Mathew, S. N., Field, W. E., & French, B. F. (2011). Content validation using an expert panel: Assessment process for assistive technology adopted by farmers with disabilities. Journal of Agricultural Safety and Health, 17, 227–241. https://doi.org/10.13031/2013.38184 DOI: https://doi.org/10.13031/2013.38184
Meyer, M. A., & Booker, J. M. (2001). Eliciting and analyzing expert judgment: a practical guide. Society for Industrial and Applied Mathematics. https://doi.org/10.1137/1.9780898718485 DOI: https://doi.org/10.1137/1.9780898718485
Murphy, D.M. (2019). National Safe Tractor and Machinery Operation Program. Retrieved May 22, 2025, from https://www.academia.edu/?h=39958622
Nunnally, J. C., & Bernstein, I. H. (1994). Psychometric Theory (3rd ed.). McGraw-Hill.
Ohio State University (OSU) Center on Education and Training for Employment (CETE). (2025). About. Retrieved April 16, 2025, from https://cete.osu.edu/about/
Ortega, R. R., Tormoehlen, R. L., Field, W. E., Balschweid, M., & Machtmes, K. L. (2003). Determining critical subject matter content for a safety certification program for youth employed in agricultural production. Journal of Agricultural Education, 44(4), 67–79. https://doi.org/10.5032/jae.2003.04067 DOI: https://doi.org/10.5032/jae.2003.04067
Safety in Agriculture for Youth (SAY) National Clearinghouse. (2025). Retrieved May 10, 2025, from https://ag-safety.extension.org/say-national-clearinghouse/
Pate, M. L., Lawver, R. G., & Sorensen, T. J. (2016). Safety in high school supervised agricultural experiences: Teachers’ training and students’ injury awareness. Journal of Agricultural Safety and Health, 22(1), 61–74. https://doi.org/10.13031/jash.22.11142 DOI: https://doi.org/10.13031/jash.22.11142
Purdue University. [n.d.] Gearing Up for Safety: Production Agriculture Safety Training. Retrieved May 22, 2025, from https://www.asec.purdue.edu/tractor/index.html
Snyder, S., French, B., Field, W., Tormoehlen, R., & Ess, D. (2013). Identification and validation of agricultural hazardous occupations order certification program instructor criteria and competencies. Journal of Agricultural Education, 54(1), 111–123. https://doi.org/10.5032/jae.2013.01111 [files.eric.ed.gov] DOI: https://doi.org/10.5032/jae.2013.01111
Taber, K. S. (2018). The use of Cronbach’s alpha when developing and reporting research instruments in science education. Research in Science Education. 48, 1273-1296. https://doi.org/10.1007/s11165-016-9602-2 DOI: https://doi.org/10.1007/s11165-016-9602-2
Tormoehlen, R., Field, W., Fox, R., Personett, C., Vollmer, W., & Ortega, R. (2003). Gearing Up for Safety: Production Agricultural Safety Training for Youth. Purdue University: West Lafayette, IN.
U.S. Department of Labor (DOL). (2024). Code of Federal Regulations, Title 29, Part 570, Subpart E-1—Occupations in agriculture particularly hazardous for the employment of children below the age of 16 years (29 CFR § 570 Subpart E-1). U.S. Government Publishing Office. Retrieved May 12, 2025, from https://www.ecfr.gov/current/title-29/part-570/subpart-E-1
U. S. Department of Labor (DOL). (2016a). Fact Sheet #40: Overview of Youth Employment (Child Labor) Provisions of the Fair Labor Standards Act (FLSA) for Agricultural Occupations, Revised December 2016, Retrieved May 12, 2025, from https://www.dol.gov/agencies/whd/fact-sheets/40-child-labor-farms
U.S. Department of Labor (DOL). (2016b). Child labor requirements in agricultural occupations under the Fair Labor Standards Act. Child Labor Bulletin 102. Publication No. WH-1295. Washington, D.C.: U.S. Department of Labor. Retrieved May 12, 2025, from https://www.dol.gov/sites/dolgov/files/WHD/legacy/files/childlabor102.pdf
Webb, N. (2002). Depth-of-Knowledge Levels for four content areas. Madison: Wisconsin Center for Educational Research. Retrieved June 1, 2025, from https://dpi.wi.gov/sites/default/files/imce/assessment/pdf/All%20content%20areas%20%20DOK%20levels.pdf
Webb, N. L., Alt, M., Ely, R., Vesperman, B. (2005, 24 July). Web alignment tool. Wisconsin Center of Educational Research. University of Wisconsin-Madison. February 2, 2006. Retrieved June 1, 2025, from https://www.scribd.com/document/280830775/Webb-Et-Al-2005-Web-Alignment-Tool-WAT-Training-Manual-2-1-Draft-091205
Wellberg, S. (2023) Teacher-made tests: why they matter and a framework for analysing mathematics exams, Assessment in Education: Principles, Policy & Practice, 30 (1), 53-75, https://doi.org/10.1080/0969594X.2023.2189565 DOI: https://doi.org/10.1080/0969594X.2023.2189565
Yoder, A. M. (n.d.). AgSafety4U 2.0: Agricultural safety and health online training program. Agricultural Safety and Health eXtension Community of Practice. Retrieved from https://ag-safety.extension.org/agsafety4u-certificate-course/