Research Article | | Peer-Reviewed

Comparative Analysis of Multiple Comparison Tests for Radiation Exposure Subgroups Among Dental Workers At Usmanu Danfodiyo University Teaching Hospital (UDUTH), Sokoto, Nigeria

Received: 30 September 2024     Accepted: 22 October 2024     Published: 12 November 2024
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Abstract

Post-hoc analysis is a crucial statistical technique employed to identify specific group differences following a significant ANOVA result. This study delves into the comparative analysis of three commonly used post-hoc tests - Tukey's HSD, LSD, and Scheffe's method - to determine significant differences in radiation exposure levels among dental workers at Usman Danfodiyo University Teaching Hospital, Sokoto, Nigeria. Dental professionals are routinely exposed to ionizing radiation, primarily from X-ray machines. Excessive exposure can lead to various health risks, including cancer. Hence, accurate assessment and comparison of radiation exposure levels among different categories of dental workers are essential for effective radiation protection measures. In this study, the researchers calculated the critical values for each post-hoc test at a significance level of 0.05. The results indicated that the LSD method had the smallest critical value (0.674), followed by Tukey's HSD (1.304) and Scheffe's method (1.566). A lower critical value generally implies a higher sensitivity in detecting significant differences between groups. By conducting pairwise comparisons, the study found that the LSD method was the most effective in identifying statistically significant differences in radiation exposure levels among the dental workers. This suggests that the LSD method is a suitable choice for post-hoc analysis in this specific context. The findings of this study have significant implications for radiation protection practices in dental settings. By employing appropriate post-hoc analysis methods, healthcare institutions can accurately assess radiation exposure risks and implement targeted interventions to minimize exposure and protect the health of dental workers.

Published in American Journal of Physics and Applications (Volume 12, Issue 3)
DOI 10.11648/j.ajpa.20241203.11
Page(s) 40-61
Creative Commons

This is an Open Access article, distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution and reproduction in any medium or format, provided the original work is properly cited.

Copyright

Copyright © The Author(s), 2024. Published by Science Publishing Group

Keywords

Post Hoc, Least Significant Difference, Honestly Significant Difference Scheffes, Effective Dose, Collective Dose

References
[1] H. Abdi and L. J. Williams, "Tukey’s honestly significant difference (HSD) test," in *Encyclopedia of Research Design*, SAGE Publications, Inc., 2019, pp. 1-5.
[2] Y. Hochberg and A. C. Tamhane, *Multiple Comparison Procedures*. John Wiley & Sons, Inc., 1987.
[3] J. M. Bland and D. G. Altman, "Multiple Significance Tests: The Bonferroni Method," *BMJ*, vol. 310, no. 6973, p. 170, 2020.
[4] J. Cohen, *Statistical Power Analysis for the Behavioral Sciences*, 2nd ed., Lawrence Erlbaum Associates, 2018.
[5] G. Bello, "Thesis on assessment of occupational exposure and Radiation," Ahmadu Bello University Zaria, 2017. [Online]. Available:
[6] A. Begun, R. K. Khan, and S. Rahman, "Thesis on assessment of whole-body occupational radiation exposure in nuclear medicine practices of Bangladesh (2010-2014)," 2019.
[7] EPA, *Radiation protection and safety of Radiation source*, ISSN 1020-52X NO. GRS parts, ISBN 978-92-0-135310-8, 2017.
[8] T. R. Fleming and D. P. Harrington, *Counting Processes and Survival Analysis*. John Wiley & Sons, 2022.
[9] International Commission on Radiological Protection (ICRP), *The 2020 Recommendations of the International Commission on Radiological Protection*. ICRP Publication 103, 2020.
[10] G. Keppel and T. D. Wickens, *Design and Analysis: A Researcher's Handbook*, 4th ed., Pearson, 2022.
[11] H. Scheffe, "A method for judging all contrasts in the analysis of variance," *Biometrika*, vol. 40, no. 1-2, pp. 87-104, 2018.
Cite This Article
  • APA Style

    Ibrahim, A. (2024). Comparative Analysis of Multiple Comparison Tests for Radiation Exposure Subgroups Among Dental Workers At Usmanu Danfodiyo University Teaching Hospital (UDUTH), Sokoto, Nigeria. American Journal of Physics and Applications, 12(3), 40-61. https://doi.org/10.11648/j.ajpa.20241203.11

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    ACS Style

    Ibrahim, A. Comparative Analysis of Multiple Comparison Tests for Radiation Exposure Subgroups Among Dental Workers At Usmanu Danfodiyo University Teaching Hospital (UDUTH), Sokoto, Nigeria. Am. J. Phys. Appl. 2024, 12(3), 40-61. doi: 10.11648/j.ajpa.20241203.11

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    AMA Style

    Ibrahim A. Comparative Analysis of Multiple Comparison Tests for Radiation Exposure Subgroups Among Dental Workers At Usmanu Danfodiyo University Teaching Hospital (UDUTH), Sokoto, Nigeria. Am J Phys Appl. 2024;12(3):40-61. doi: 10.11648/j.ajpa.20241203.11

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  • @article{10.11648/j.ajpa.20241203.11,
      author = {Ahmadu Ibrahim},
      title = {Comparative Analysis of Multiple Comparison Tests for Radiation Exposure Subgroups Among Dental Workers At Usmanu Danfodiyo University Teaching Hospital (UDUTH), Sokoto, Nigeria
    },
      journal = {American Journal of Physics and Applications},
      volume = {12},
      number = {3},
      pages = {40-61},
      doi = {10.11648/j.ajpa.20241203.11},
      url = {https://doi.org/10.11648/j.ajpa.20241203.11},
      eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.ajpa.20241203.11},
      abstract = {Post-hoc analysis is a crucial statistical technique employed to identify specific group differences following a significant ANOVA result. This study delves into the comparative analysis of three commonly used post-hoc tests - Tukey's HSD, LSD, and Scheffe's method - to determine significant differences in radiation exposure levels among dental workers at Usman Danfodiyo University Teaching Hospital, Sokoto, Nigeria. Dental professionals are routinely exposed to ionizing radiation, primarily from X-ray machines. Excessive exposure can lead to various health risks, including cancer. Hence, accurate assessment and comparison of radiation exposure levels among different categories of dental workers are essential for effective radiation protection measures. In this study, the researchers calculated the critical values for each post-hoc test at a significance level of 0.05. The results indicated that the LSD method had the smallest critical value (0.674), followed by Tukey's HSD (1.304) and Scheffe's method (1.566). A lower critical value generally implies a higher sensitivity in detecting significant differences between groups. By conducting pairwise comparisons, the study found that the LSD method was the most effective in identifying statistically significant differences in radiation exposure levels among the dental workers. This suggests that the LSD method is a suitable choice for post-hoc analysis in this specific context. The findings of this study have significant implications for radiation protection practices in dental settings. By employing appropriate post-hoc analysis methods, healthcare institutions can accurately assess radiation exposure risks and implement targeted interventions to minimize exposure and protect the health of dental workers.
    },
     year = {2024}
    }
    

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    AU  - Ahmadu Ibrahim
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    UR  - https://doi.org/10.11648/j.ajpa.20241203.11
    AB  - Post-hoc analysis is a crucial statistical technique employed to identify specific group differences following a significant ANOVA result. This study delves into the comparative analysis of three commonly used post-hoc tests - Tukey's HSD, LSD, and Scheffe's method - to determine significant differences in radiation exposure levels among dental workers at Usman Danfodiyo University Teaching Hospital, Sokoto, Nigeria. Dental professionals are routinely exposed to ionizing radiation, primarily from X-ray machines. Excessive exposure can lead to various health risks, including cancer. Hence, accurate assessment and comparison of radiation exposure levels among different categories of dental workers are essential for effective radiation protection measures. In this study, the researchers calculated the critical values for each post-hoc test at a significance level of 0.05. The results indicated that the LSD method had the smallest critical value (0.674), followed by Tukey's HSD (1.304) and Scheffe's method (1.566). A lower critical value generally implies a higher sensitivity in detecting significant differences between groups. By conducting pairwise comparisons, the study found that the LSD method was the most effective in identifying statistically significant differences in radiation exposure levels among the dental workers. This suggests that the LSD method is a suitable choice for post-hoc analysis in this specific context. The findings of this study have significant implications for radiation protection practices in dental settings. By employing appropriate post-hoc analysis methods, healthcare institutions can accurately assess radiation exposure risks and implement targeted interventions to minimize exposure and protect the health of dental workers.
    
    VL  - 12
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Author Information
  • Department of Physics, Usman Danfodiyo University, Sokoto, Nigeria

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