IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0080671.html
   My bibliography  Save this article

A Simulation-Based Assessment of Strategies to Control Clostridium Difficile Transmission and Infection

Author

Listed:
  • Michael A Rubin
  • Makoto Jones
  • Molly Leecaster
  • Karim Khader
  • Willy Ray
  • Angela Huttner
  • Benedikt Huttner
  • Damon Toth
  • Theodore Sablay
  • Robert J Borotkanics
  • Dale N Gerding
  • Matthew H Samore

Abstract

Background: Clostridium difficile is one of the most common and important nosocomial pathogens, causing severe gastrointestinal disease in hospitalized patients. Although "bundled" interventions have been proposed and promoted, optimal control strategies remain unknown. Methods: We designed an agent-based computer simulation of nosocomial C. difficile transmission and infection, which included components such as: patients and health care workers, and their interactions; room contamination via C. difficile shedding; C. difficile hand carriage and removal via hand hygiene; patient acquisition of C. difficile via contact with contaminated rooms or health care workers; and patient antimicrobial use. We then introduced six interventions, alone and "bundled" together: aggressive C. difficile testing; empiric isolation and treatment of symptomatic patients; improved adherence to hand hygiene and contact precautions; improved use of soap and water for hand hygiene; and improved environmental cleaning. All interventions were tested using values representing base-case, typical intervention, and optimal intervention scenarios. Findings: In the base-case scenario, C. difficile infection rates ranged from 8–21 cases/10,000 patient-days, with a case detection fraction between 32%–50%. Implementing the "bundle" at typical intervention levels had a large impact on C. difficile acquisition and infection rates, although intensifying the intervention to optimal levels had much less additional impact. Most of the impact came from improved hand hygiene and empiric isolation and treatment of suspected C. difficile cases. Conclusion: A "bundled" intervention is likely to reduce nosocomial C. difficile infection rates, even under typical implementation conditions. Real-world implementation of the "bundle" should focus on those components of the intervention that are likely to produce the greatest impact on C. difficile infection rates, such as hand hygiene and empiric isolation and treatment of suspected cases.

Suggested Citation

  • Michael A Rubin & Makoto Jones & Molly Leecaster & Karim Khader & Willy Ray & Angela Huttner & Benedikt Huttner & Damon Toth & Theodore Sablay & Robert J Borotkanics & Dale N Gerding & Matthew H Samor, 2013. "A Simulation-Based Assessment of Strategies to Control Clostridium Difficile Transmission and Infection," PLOS ONE, Public Library of Science, vol. 8(11), pages 1-11, November.
  • Handle: RePEc:plo:pone00:0080671
    DOI: 10.1371/journal.pone.0080671
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0080671
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0080671&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0080671?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. Fink, A. & Kosecoff, J. & Chassin, M. & Brook, R.H., 1984. "Consensus methods: Characteristics and guidelines for use," American Journal of Public Health, American Public Health Association, vol. 74(9), pages 979-983.
    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. Shannon Li & Anne Honey & Francesca Coniglio & Peter Schaecken, 2022. "Mental Health Peer Worker Perspectives on Resources Developed from Lived Experience Research Findings: A Delphi Study," IJERPH, MDPI, vol. 19(7), pages 1-15, March.
    2. Dana Hübelová & Martina Kuncová & Hana Vojáčková & Jitka Coufalová & Alice Kozumplíková & Francois Stefanus Lategan & Beatrice-Elena Chromková Manea, 2021. "Inequalities in Health: Methodological Approaches to Spatial Differentiation," IJERPH, MDPI, vol. 18(23), pages 1-21, November.
    3. West, Allison & Duggan, Anne K. & Gruss, Kelsey & Minkovitz, Cynthia S., 2018. "Creating a measurement framework for service coordination in maternal and early childhood home visiting: An evidence-informed, expert process," Children and Youth Services Review, Elsevier, vol. 89(C), pages 289-297.
    4. Sundmacher, Leonie & Fischbach, Diana & Schuettig, Wiebke & Naumann, Christoph & Augustin, Uta & Faisst, Cristina, 2015. "Which hospitalisations are ambulatory care-sensitive, to what degree, and how could the rates be reduced? Results of a group consensus study in Germany," Health Policy, Elsevier, vol. 119(11), pages 1415-1423.
    5. Gabel, Matthew J. & Shipan, Charles R., 2004. "A social choice approach to expert consensus panels," Journal of Health Economics, Elsevier, vol. 23(3), pages 543-564, May.
    6. Mitra Hannani & Marc Bascompta & Mojtaba Gerami Sabzevar & Hesam Dehghani & Ali Asghar Khajevandi, 2023. "Causal Analysis of Safety Risk Perception of Iranian Coal Mining Workers Using Fuzzy Delphi and DEMATEL," Sustainability, MDPI, vol. 15(19), pages 1-19, September.
    7. Inmaculada Serrano & Mercedes Fernández & Eva Bajo Marcos, 2024. "Building a Set of Indicators to Assess Migrant Children's Integration in Europe: A Co-Creation Approach," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 17(6), pages 2389-2417, December.
    8. Sarah G. McCarthy & Richard R. Rushforth, 2025. "Identifying Barriers to Implementation of Regenerative Agricultural Solutions Through Convergence Research," Land, MDPI, vol. 14(3), pages 1-17, February.
    9. Otto H. Swank & Bauke Visser, 2009. "Decision Making and Learning in a Globalizing World," Economics Working Papers ECO2009/20, European University Institute.
    10. Marzieh Fallah & Lanndon Ocampo, 2021. "The use of the Delphi method with non-parametric analysis for identifying sustainability criteria and indicators in evaluating ecotourism management: the case of Penang National Park (Malaysia)," Environment Systems and Decisions, Springer, vol. 41(1), pages 45-62, March.
    11. Violaine Smaïl-Faugeron & Hélène Fron Chabouis & Pierre Durieux & Jean-Pierre Attal & Michèle Muller-Bolla & Frédéric Courson, 2013. "Development of a Core Set of Outcomes for Randomized Controlled Trials with Multiple Outcomes – Example of Pulp Treatments of Primary Teeth for Extensive Decay in Children," PLOS ONE, Public Library of Science, vol. 8(1), pages 1-9, January.
    12. Ravonne A. Green, 2014. "The Delphi Technique in Educational Research," SAGE Open, , vol. 4(2), pages 21582440145, April.
    13. Sharon Barak & Tzlil Rabinovitz & Achinoam Ben Akiva-Maliniak & Rony Schenker & Lian Meiry & Riki Tesler, 2022. "An Individually Tailored Program to Increase Healthy Lifestyle Behaviors among the Elderly," IJERPH, MDPI, vol. 19(17), pages 1-12, September.
    14. Justus N Agumba, 2015. "Validating and Identifying Health and Safety Performance Improvement Indicators: Experience of Using Delphi Technique," Journal of Economics and Behavioral Studies, AMH International, vol. 7(3), pages 14-22.
    15. Shani, Segev & Siebzehner, Miriam Ines & Luxenburg, Osnat & Shemer, Joshua, 2000. "Setting priorities for the adoption of health technologies on a national level -- the Israeli experience," Health Policy, Elsevier, vol. 54(3), pages 169-185, December.
    16. Sarvari, Hadi & Baghbaderani, Alireza Babaie & Chan, Daniel W.M. & Beer, Michael, 2024. "Determining the significant contributing factors to the occurrence of human errors in the urban construction projects: A Delphi-SWARA study approach," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
    17. Rym Boulkedid & Hendy Abdoul & Marine Loustau & Olivier Sibony & Corinne Alberti, 2011. "Using and Reporting the Delphi Method for Selecting Healthcare Quality Indicators: A Systematic Review," PLOS ONE, Public Library of Science, vol. 6(6), pages 1-9, June.
    18. Otto H. Swank & Bauke Visser, 2015. "Learning from Others? Decision Rights, Strategic Communication, and Reputational Concerns," American Economic Journal: Microeconomics, American Economic Association, vol. 7(4), pages 109-149, November.
    19. Johanna Schönrock-Adema & Maartje Visscher & A N Janet Raat & Paul L P Brand, 2015. "Development and Validation of the Scan of Postgraduate Educational Environment Domains (SPEED): A Brief Instrument to Assess the Educational Environment in Postgraduate Medical Education," PLOS ONE, Public Library of Science, vol. 10(9), pages 1-12, September.
    20. Caleb Chidozie Chinedu & Atif Saleem & Wan Hanim Nadrah Wan Muda, 2023. "Teaching and Learning Approaches: Curriculum Framework for Sustainability Literacy for Technical and Vocational Teacher Training Programmes in Malaysia," Sustainability, MDPI, vol. 15(3), pages 1-24, January.

    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:pone00:0080671. 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.