IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0264303.html
   My bibliography  Save this article

A comprehensive method for the quantification of medication error probability based on fuzzy SLIM

Author

Listed:
  • Fakhradin Ghasemi
  • Mohammad Babamiri
  • Zahra Pashootan

Abstract

Medication errors can endanger the health and safety of patients and need to be managed appropriately. This study aimed at developing a new and comprehensive method for estimating the probability of medication errors in hospitals. An extensive literature review was conducted to identify factors affecting medication errors. Success Likelihood Index Methodology was employed for calculating the probability of medication errors. For weighting and rating of factors, the Fuzzy multiple attributive group decision making methodology and Fuzzy analytical hierarchical process were used, respectively. A case study in an emergency department was conducted using the framework. A total number of 17 factors affecting medication error were identified. Workload, patient safety climate, and fatigue were the most important ones. The case study showed that subtasks requiring nurses to read the handwritten of other nurses and physicians are more prone to human error. As there is no specific method for assessing the risk of medication errors, the framework developed in this study can be very useful in this regard. The developed technique was very easy to administer.

Suggested Citation

  • Fakhradin Ghasemi & Mohammad Babamiri & Zahra Pashootan, 2022. "A comprehensive method for the quantification of medication error probability based on fuzzy SLIM," PLOS ONE, Public Library of Science, vol. 17(2), pages 1-17, February.
  • Handle: RePEc:plo:pone00:0264303
    DOI: 10.1371/journal.pone.0264303
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0264303
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0264303&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0264303?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Yaju Wu & Kaili Xu & Ruojun Wang & Xiaohu Xu, 2021. "Human reliability analysis of high-temperature molten metal operation based on fuzzy CREAM and Bayesian network," PLOS ONE, Public Library of Science, vol. 16(8), pages 1-16, August.
    2. Do Anh Duc & Luu Huu Van & Vincent F Yu & Shuo-Yan Chou & Ngo Van Hien & Ngo The Chi & Dinh Van Toan & Luu Quoc Dat, 2021. "A dynamic generalized fuzzy multi-criteria croup decision making approach for green supplier segmentation," PLOS ONE, Public Library of Science, vol. 16(1), pages 1-13, January.
    3. Carolyn Hayes & Debra Jackson & Patricia M Davidson & Tamara Power, 2015. "Medication errors in hospitals: a literature review of disruptions to nursing practice during medication administration," Journal of Clinical Nursing, John Wiley & Sons, vol. 24(21-22), pages 3063-3076, November.
    4. Noroozi, Alireza & Khakzad, Nima & Khan, Faisal & MacKinnon, Scott & Abbassi, Rouzbeh, 2013. "The role of human error in risk analysis: Application to pre- and post-maintenance procedures of process facilities," Reliability Engineering and System Safety, Elsevier, vol. 119(C), pages 251-258.
    5. Rajagopal, 2014. "The Human Factors," Palgrave Macmillan Books, in: Architecting Enterprise, chapter 9, pages 225-249, Palgrave Macmillan.
    6. Olcer, A. I. & Odabasi, A. Y., 2005. "A new fuzzy multiple attributive group decision making methodology and its application to propulsion/manoeuvring system selection problem," European Journal of Operational Research, Elsevier, vol. 166(1), pages 93-114, October.
    7. Chang, Da-Yong, 1996. "Applications of the extent analysis method on fuzzy AHP," European Journal of Operational Research, Elsevier, vol. 95(3), pages 649-655, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Zarei, Esmaeil & Khan, Faisal & Abbassi, Rouzbeh, 2021. "Importance of human reliability in process operation: A critical analysis," Reliability Engineering and System Safety, Elsevier, vol. 211(C).
    2. Weiliang Qiao & Yu Liu & Xiaoxue Ma & Yang Liu, 2020. "Human Factors Analysis for Maritime Accidents Based on a Dynamic Fuzzy Bayesian Network," Risk Analysis, John Wiley & Sons, vol. 40(5), pages 957-980, May.
    3. Ping-Lung Huang & Bruce C.Y. Lee & Chen-Song Wang & Chi-Te Sun, 2017. "Relative Importance of the Factors under the ISO-10015 Quality Management Guidelines that Influence the Service Quality of Certification Bodies," Journal of Economics and Management, College of Business, Feng Chia University, Taiwan, vol. 13(1), pages 105-137, February.
    4. Panagiotis K. Marhavilas & Michail Filippidis & Georgios K. Koulinas & Dimitrios E. Koulouriotis, 2020. "A HAZOP with MCDM Based Risk-Assessment Approach: Focusing on the Deviations with Economic/Health/Environmental Impacts in a Process Industry," Sustainability, MDPI, vol. 12(3), pages 1-29, January.
    5. Małgorzata Jasiulewicz-Kaczmarek & Katarzyna Antosz & Ryszard Wyczółkowski & Dariusz Mazurkiewicz & Bo Sun & Cheng Qian & Yi Ren, 2021. "Application of MICMAC, Fuzzy AHP, and Fuzzy TOPSIS for Evaluation of the Maintenance Factors Affecting Sustainable Manufacturing," Energies, MDPI, vol. 14(5), pages 1-30, March.
    6. Zhou, Jian-Lan & Yu, Ze-Tai & Xiao, Ren-Bin, 2022. "A large-scale group Success Likelihood Index Method to estimate human error probabilities in the railway driving process," Reliability Engineering and System Safety, Elsevier, vol. 228(C).
    7. Erjavac, Anthony J. & Iammartino, Ronald & Fossaceca, John M., 2018. "Evaluation of preconditions affecting symptomatic human error in general aviation and air carrier aviation accidents," Reliability Engineering and System Safety, Elsevier, vol. 178(C), pages 156-163.
    8. Kandemir, Cagatay & Celik, Metin, 2021. "Determining the error producing conditions in marine engineering maintenance and operations through HFACS-MMO," Reliability Engineering and System Safety, Elsevier, vol. 206(C).
    9. Havle, Celal Alpay & Kılıç, Bilal, 2019. "A hybrid approach based on the fuzzy AHP and HFACS framework for identifying and analyzing gross navigation errors during transatlantic flights," Journal of Air Transport Management, Elsevier, vol. 76(C), pages 21-30.
    10. Mehammed Adem Getnet & Berhanu Boru Bifftu, 2017. "Work Interruption Experienced by Nurses during Medication Administration Process and Associated Factors, Northwest Ethiopia," Nursing Research and Practice, Hindawi, vol. 2017, pages 1-7, November.
    11. Weiliang Qiao & Yang Liu & Xiaoxue Ma & He Lan, 2021. "Cognitive Gap and Correlation of Safety-I and Safety-II: A Case of Maritime Shipping Safety Management," Sustainability, MDPI, vol. 13(10), pages 1-24, May.
    12. Liu, Gang, 2014. "Development of a general sustainability indicator for renewable energy systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 31(C), pages 611-621.
    13. Rahman, Shaikh Moksadur, 2020. "Relationship between Job Satisfaction and Turnover Intention: Evidence from Bangladesh," Asian Business Review, Asian Business Consortium, vol. 10(2), pages 99-108.
    14. Benyou Jia & Slobodan P. Simonovic & Pingan Zhong & Zhongbo Yu, 2016. "A Multi-Objective Best Compromise Decision Model for Real-Time Flood Mitigation Operations of Multi-Reservoir System," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(10), pages 3363-3387, August.
    15. Wang Kai, 2019. "Towards a Taxonomy of Idea Generation Techniques," Foundations of Management, Sciendo, vol. 11(1), pages 65-80, January.
    16. Bridgelall, Raj & Stubbing, Edward, 2021. "Forecasting the effects of autonomous vehicles on land use," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    17. Bevilacqua, Maurizio & Ciarapica, Filippo Emanuele, 2018. "Human factor risk management in the process industry: A case study," Reliability Engineering and System Safety, Elsevier, vol. 169(C), pages 149-159.
    18. Naveena Prakasam & Louisa Huxtable-Thomas, 2021. "Reddit: Affordances as an Enabler for Shifting Loyalties," Information Systems Frontiers, Springer, vol. 23(3), pages 723-751, June.
    19. Asadzadeh, S.M. & Azadeh, A., 2014. "An integrated systemic model for optimization of condition-based maintenance with human error," Reliability Engineering and System Safety, Elsevier, vol. 124(C), pages 117-131.
    20. Colin Jerolmack & Alexandra K. Murphy, 2019. "The Ethical Dilemmas and Social Scientific Trade-offs of Masking in Ethnography," Sociological Methods & Research, , vol. 48(4), pages 801-827, November.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0264303. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.