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The development of a next-generation human reliability analysis: Systems analysis for formal pharmaceutical human reliability (SAFPHâ–ª)

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  • Zheng, Xi
  • Bolton, Matthew L.
  • Daly, Christopher
  • Biltekoff, Elliot

Abstract

Medication errors originating in community pharmacies are a serious patient safety hazard. However, due to the complexity of the community pharmacy environment, current experimental and observational studies are insufficient to address these problems. Furthermore, the static nature of traditional, model-based human reliability analyses (HRAs) are not able to handle the dynamic environmental elements that can impact human performance. To address this issue and allow analysts to accurately predict medication error rates, we develop a new HRA called the Systems Analysis for Formal Pharmaceutical Human Reliability (SAFPHâ–ª). This method addresses the limits of previous HRAs by combining concepts from the Cognitive Reliability and Error Analysis Method (CREAM) HRA with probabilistic model checking, a computational tool for automatically proving properties about complex, stochastic systems. In this paper, we use SAFPHâ–ª to analyze a common community pharmacy dispensing procedure, compare our results to published error rates, and use our results to explore interventions that could reduce error rates. We ultimately discuss our results and explore how our method could be developed in future research.

Suggested Citation

  • Zheng, Xi & Bolton, Matthew L. & Daly, Christopher & Biltekoff, Elliot, 2020. "The development of a next-generation human reliability analysis: Systems analysis for formal pharmaceutical human reliability (SAFPHâ–ª)," Reliability Engineering and System Safety, Elsevier, vol. 202(C).
  • Handle: RePEc:eee:reensy:v:202:y:2020:i:c:s095183201931066x
    DOI: 10.1016/j.ress.2020.106927
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    References listed on IDEAS

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    1. Liao, Huafei & Forester, John & Dang, Vinh N. & Bye, Andreas & Chang, Yung Hsien J. & Lois, Erasmia, 2019. "Assessment of HRA method predictions against operating crew performance: Part I: Study background, design and methodology," Reliability Engineering and System Safety, Elsevier, vol. 191(C).
    2. Liao, Huafei & Forester, John & Dang, Vinh N. & Bye, Andreas & Chang, Yung Hsien J. & Lois, Erasmia, 2019. "Assessment of HRA method predictions against operating crew performance: Part III: Conclusions and achievements," Reliability Engineering and System Safety, Elsevier, vol. 191(C).
    3. Kim, Man Cheol & Seong, Poong Hyun & Hollnagel, Erik, 2006. "A probabilistic approach for determining the control mode in CREAM," Reliability Engineering and System Safety, Elsevier, vol. 91(2), pages 191-199.
    4. Reer, Bernhard, 2008. "Review of advances in human reliability analysis of errors of commission—Part 2: EOC quantification," Reliability Engineering and System Safety, Elsevier, vol. 93(8), pages 1105-1122.
    5. Reer, Bernhard, 2008. "Review of advances in human reliability analysis of errors of commission, Part 1: EOC identification," Reliability Engineering and System Safety, Elsevier, vol. 93(8), pages 1091-1104.
    6. Zhao, Yunfei & Smidts, Carol, 2019. "A method for systematically developing the knowledge base of reactor operators in nuclear power plants to support cognitive modeling of operator performance," Reliability Engineering and System Safety, Elsevier, vol. 186(C), pages 64-77.
    7. Bolton, Matthew L. & Molinaro, Kylie A. & Houser, Adam M., 2019. "A formal method for assessing the impact of task-based erroneous human behavior on system safety," Reliability Engineering and System Safety, Elsevier, vol. 188(C), pages 168-180.
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    2. Maturana, Marcos Coelho & Martins, Marcelo Ramos & Frutuoso e Melo, Paulo Fernando Ferreira, 2021. "Application of a quantitative human performance model to the operational procedure design of a fuel storage pool cooling system," Reliability Engineering and System Safety, Elsevier, vol. 216(C).

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