IDEAS home Printed from https://ideas.repec.org/p/ags/rffdps/10444.html
   My bibliography  Save this paper

Eliciting Information on Uncertainty from Heterogeneous Expert Panels: Attributing U.S. Foodborne Pathogen Illness to Food Consumption

Author

Listed:
  • Hoffmann, Sandra A.
  • Fischbeck, Paul S.
  • Krupnick, Alan J.
  • McWilliams, Michael

Abstract

Decision analysts are frequently called on to help inform decision-makers in situations where there is considerable uncertainty. In such situations, expert elicitation of parameter values is frequently used to supplement more conventional research. This paper develops a formal protocol for expert elicitation with large, heterogeneous expert panels. We use formal survey methods to take advantage of variation in individual expert uncertainty and heterogeneity among experts as a means of quantifying and comparing sources of uncertainty about parameters of interest. We illustrate use of this protocol with an expert elicitation on the distribution of U.S. foodborne illness from each of 11 major foodborne pathogens to the consumption of one of 11 categories of food. Results show how multiple measures of uncertainty, made feasible by use of a large panel of experts, can help identify which of several types of risk management actions may be most appropriate.

Suggested Citation

  • Hoffmann, Sandra A. & Fischbeck, Paul S. & Krupnick, Alan J. & McWilliams, Michael, 2006. "Eliciting Information on Uncertainty from Heterogeneous Expert Panels: Attributing U.S. Foodborne Pathogen Illness to Food Consumption," Discussion Papers 10444, Resources for the Future.
  • Handle: RePEc:ags:rffdps:10444
    DOI: 10.22004/ag.econ.10444
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/10444/files/dp060017.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.10444?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. Jason R. W. Merrick & J. Rene van Dorp & Amita Singh, 2005. "Analysis of Correlated Expert Judgments from Extended Pairwise Comparisons," Decision Analysis, INFORMS, vol. 2(1), pages 17-29, March.
    2. Richard P. Barke & Hank C. Jenkins‐Smith, 1993. "Politics and Scientific Expertise: Scientists, Risk Perception, and Nuclear Waste Policy," Risk Analysis, John Wiley & Sons, vol. 13(4), pages 425-439, August.
    3. M. Granger Morgan & H. Keith Florig & Michael L. DeKay & Paul Fischbeck, 2000. "Categorizing Risks for Risk Ranking," Risk Analysis, John Wiley & Sons, vol. 20(1), pages 49-58, February.
    4. Ine H. J. Van Der Fels‐Klerx & Louis H. J. Goossens & Helmut W. Saatkamp & Suzan H. S. Horst, 2002. "Elicitation of Quantitative Data from a Heterogeneous Expert Panel: Formal Process and Application in Animal Health," Risk Analysis, John Wiley & Sons, vol. 22(1), pages 67-81, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Katarina D.M. Pintar & Kate M. Thomas & Tanya Christidis & Ainsley Otten & Andrea Nesbitt & Barbara Marshall & Frank Pollari & Matt Hurst & Andre Ravel, 2017. "A Comparative Exposure Assessment of Campylobacter in Ontario, Canada," Risk Analysis, John Wiley & Sons, vol. 37(4), pages 677-715, April.
    2. Yawson, Robert M. & Kuzma, Jennifer, 2010. "Evidence review and experts’ opinion on consumer acceptance of agrifood nanotechnology," MPRA Paper 40807, University Library of Munich, Germany.

    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. Sandra Hoffmann & Paul Fischbeck & Alan Krupnick & Michael McWilliams, 2007. "Elicitation from Large, Heterogeneous Expert Panels: Using Multiple Uncertainty Measures to Characterize Information Quality for Decision Analysis," Decision Analysis, INFORMS, vol. 4(2), pages 91-109, June.
    2. Denys Yemshanov & Frank H. Koch & Yakov Ben‐Haim & Marla Downing & Frank Sapio & Marty Siltanen, 2013. "A New Multicriteria Risk Mapping Approach Based on a Multiattribute Frontier Concept," Risk Analysis, John Wiley & Sons, vol. 33(9), pages 1694-1709, September.
    3. Ciarli, Tommaso & Ràfols, Ismael, 2019. "The relation between research priorities and societal demands: The case of rice," Research Policy, Elsevier, vol. 48(4), pages 949-967.
    4. L. Robin Keller & Ali Abbas & Manel Baucells & Vicki M. Bier & David Budescu & John C. Butler & Philippe Delquié & Jason R. W. Merrick & Ahti Salo & George Wu, 2010. "From the Editors..," Decision Analysis, INFORMS, vol. 7(4), pages 327-330, December.
      • L. Robin Keller & Manel Baucells & Kevin F. McCardle & Gregory S. Parnell & Ahti Salo, 2007. "From the Editors..," Decision Analysis, INFORMS, vol. 4(4), pages 173-175, December.
      • L. Robin Keller & Manel Baucells & John C. Butler & Philippe Delquié & Jason R. W. Merrick & Gregory S. Parnell & Ahti Salo, 2008. "From the Editors..," Decision Analysis, INFORMS, vol. 5(4), pages 173-176, December.
      • L. Robin Keller & Manel Baucells & John C. Butler & Philippe Delquié & Jason R. W. Merrick & Gregory S. Parnell & Ahti Salo, 2009. "From the Editors ..," Decision Analysis, INFORMS, vol. 6(4), pages 199-201, December.
    5. Timothy L. McDaniels & Stephanie E. Chang & David Hawkins & Gerard Chew & Holly Longstaff, 2015. "Towards disaster-resilient cities: an approach for setting priorities in infrastructure mitigation efforts," Environment Systems and Decisions, Springer, vol. 35(2), pages 252-263, June.
    6. Carl Danner & Paul Schulman, 2019. "Rethinking Risk Assessment for Public Utility Safety Regulation," Risk Analysis, John Wiley & Sons, vol. 39(5), pages 1044-1059, May.
    7. Rob Goble, 2021. "Through a Glass Darkly: How Natural Science and Technical Communities Looked at Social Science Advances in Understanding Risk," Risk Analysis, John Wiley & Sons, vol. 41(3), pages 414-428, March.
    8. Kit S. Hagemann & Joachim Scholderer, 2009. "Hot Potato: Expert‐Consumer Differences in the Perception of a Second‐Generation Novel Food," Risk Analysis, John Wiley & Sons, vol. 29(7), pages 1041-1055, July.
    9. Naomi Aoki, 2018. "Who Would Be Willing to Accept Disaster Debris in Their Backyard? Investigating the Determinants of Public Attitudes in Post‐Fukushima Japan," Risk Analysis, John Wiley & Sons, vol. 38(3), pages 535-547, March.
    10. George E. Apostolakis & Douglas M. Lemon, 2005. "A Screening Methodology for the Identification and Ranking of Infrastructure Vulnerabilities Due to Terrorism," Risk Analysis, John Wiley & Sons, vol. 25(2), pages 361-376, April.
    11. Suyi Li & Qiang Meng & Xiaobo Qu, 2012. "An Overview of Maritime Waterway Quantitative Risk Assessment Models," Risk Analysis, John Wiley & Sons, vol. 32(3), pages 496-512, March.
    12. Andrea R. Beyer & Barbara Fasolo & Lawrence D. Phillips & Pieter A. de Graeff & Hans L. Hillege, 2013. "Risk Perception of Prescription Drugs," Medical Decision Making, , vol. 33(4), pages 579-592, May.
    13. L. Robin Keller & Kelly M. Kophazi, 2010. "From the Editors..," Decision Analysis, INFORMS, vol. 7(2), pages 151-154, June.
    14. Gupta, Kuhika & Ripberger, Joseph T. & Fox, Andrew S. & Jenkins-Smith, Hank C. & Silva, Carol L., 2021. "The future of nuclear energy in India: Evidence from a nationwide survey," Energy Policy, Elsevier, vol. 156(C).
    15. Erin Baker & Olaitan Olaleye, 2013. "Combining Experts: Decomposition and Aggregation Order," Risk Analysis, John Wiley & Sons, vol. 33(6), pages 1116-1127, June.
    16. Meredith Frances Dobbie & Rebekah Ruth Brown, 2014. "A Framework for Understanding Risk Perception, Explored from the Perspective of the Water Practitioner," Risk Analysis, John Wiley & Sons, vol. 34(2), pages 294-308, February.
    17. George Wright & Fergus Bolger & Gene Rowe, 2002. "An Empirical Test of the Relative Validity of Expert and Lay Judgments of Risk," Risk Analysis, John Wiley & Sons, vol. 22(6), pages 1107-1122, December.
    18. Cameron J. Williams & Kevin J. Wilson & Nina Wilson, 2021. "A comparison of prior elicitation aggregation using the classical method and SHELF," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 184(3), pages 920-940, July.
    19. Barry M. Horowitz & Yacov Y. Haimes, 2003. "Risk‐based methodology for scenario tracking, intelligence gathering, and analysis for countering terrorism," Systems Engineering, John Wiley & Sons, vol. 6(3), pages 152-169.
    20. T. R. Wang & N. Pedroni & E. Zio & V. Mousseau, 2020. "Identification of Protective Actions to Reduce the Vulnerability of Safety‐Critical Systems to Malevolent Intentional Acts: An Optimization‐Based Decision‐Making Approach," Risk Analysis, John Wiley & Sons, vol. 40(3), pages 565-587, March.

    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:ags:rffdps:10444. 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: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/rffffus.html .

    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.