IDEAS home Printed from https://ideas.repec.org/a/wly/riskan/v31y2011i1p160-170.html
   My bibliography  Save this article

Expert Study to Select Indicators of the Occurrence of Emerging Mycotoxin Hazards

Author

Listed:
  • M. C. Kandhai
  • C. J. H. Booij
  • H. J. Van der Fels‐Klerx

Abstract

This article describes a Delphi‐based expert judgment study aimed at the selection of indicators to identify the occurrence of emerging mycotoxin hazards related to Fusarium spp. in wheat supply chains. A panel of 29 experts from 12 European countries followed a holistic approach to evaluate the most important indicators for different chain stages (growth, transport and storage, and processing) and their relative importance. After three e‐mailing rounds, the experts reached consensus on the most important indicators for each of the three stages: wheat growth, transport and storage, and processing. For wheat growth, these indicators include: relative humidity/rainfall, crop rotation, temperature, tillage practice, water activity of the kernels, and crop variety/cultivar. For the transport and storage stage, they include water activity in the kernels, relative humidity, ventilation, temperature, storage capacity, and logistics. For wheat processing, indicators include quality data, fraction of the cereal used, water activity in the kernels, quality management and traceability systems, and carryover of contamination. The indicators selected in this study can be used in an identification system for the occurrence of emerging mycotoxin hazards in wheat supply chains. Such a system can be used by risk managers within governmental (related) organizations and/or the food and feed industry in order to react proactively to the occurrence of these emerging mycotoxins.

Suggested Citation

  • M. C. Kandhai & C. J. H. Booij & H. J. Van der Fels‐Klerx, 2011. "Expert Study to Select Indicators of the Occurrence of Emerging Mycotoxin Hazards," Risk Analysis, John Wiley & Sons, vol. 31(1), pages 160-170, January.
  • Handle: RePEc:wly:riskan:v:31:y:2011:i:1:p:160-170
    DOI: 10.1111/j.1539-6924.2010.01486.x
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/j.1539-6924.2010.01486.x
    Download Restriction: no

    File URL: https://libkey.io/10.1111/j.1539-6924.2010.01486.x?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. Rowe, Gene & Wright, George, 1999. "The Delphi technique as a forecasting tool: issues and analysis," International Journal of Forecasting, Elsevier, vol. 15(4), pages 353-375, October.
    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. Beyza Hatice Ulusoy & Nejat Shifamussa Hamed & Fatma Kaya Yildirim, 2022. "Heat-resistant moulds: Assessment, prevention and their consequences for food safety and public health," Czech Journal of Food Sciences, Czech Academy of Agricultural Sciences, vol. 40(4), pages 273-280.

    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. Prommer, Lisa & Tiberius, Victor & Kraus, Sascha, 2020. "Exploring the future of startup leadership development," Journal of Business Venturing Insights, Elsevier, vol. 14(C).
    2. Bas Kolen & Matthijs Kok & Ira Helsloot & Bob Maaskant, 2013. "EvacuAid: A Probabilistic Model to Determine the Expected Loss of Life for Different Mass Evacuation Strategies During Flood Threats," Risk Analysis, John Wiley & Sons, vol. 33(7), pages 1312-1333, July.
    3. Meissner, Philip & Brands, Christian & Wulf, Torsten, 2017. "Quantifiying blind spots and weak signals in executive judgment: A structured integration of expert judgment into the scenario development process," International Journal of Forecasting, Elsevier, vol. 33(1), pages 244-253.
    4. Fabio Salamanca-Buentello & Mary V Seeman & Abdallah S Daar & Ross E G Upshur, 2020. "The ethical, social, and cultural dimensions of screening for mental health in children and adolescents of the developing world," PLOS ONE, Public Library of Science, vol. 15(8), pages 1-25, August.
    5. Prianto Budi Saptono & Gustofan Mahmud & Intan Pratiwi & Dwi Purwanto & Ismail Khozen & Muhamad Akbar Aditama & Siti Khodijah & Maria Eurelia Wayan & Rina Yuliastuty Asmara & Ferry Jie, 2023. "Development of Climate-Related Disclosure Indicators for Application in Indonesia: A Delphi Method Study," Sustainability, MDPI, vol. 15(14), pages 1-25, July.
    6. Heiskanen, Aleksi & Hurmekoski, Elias & Toppinen, Anne & Näyhä, Annukka, 2022. "Exploring the unknowns – State of the art in qualitative forest-based sector foresight research," Forest Policy and Economics, Elsevier, vol. 135(C).
    7. Lin, Tun & De Guzman, Franklin, 2007. "Tourism for pro-poor and sustainable growth: economic analysis of tourism projects," MPRA Paper 24994, University Library of Munich, Germany.
    8. Di Zio, Simone & Bolzan, Mario & Marozzi, Marco, 2021. "Classification of Delphi outputs through robust ranking and fuzzy clustering for Delphi-based scenarios," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    9. Litsiou, Konstantia & Polychronakis, Yiannis & Karami, Azhdar & Nikolopoulos, Konstantinos, 2022. "Relative performance of judgmental methods for forecasting the success of megaprojects," International Journal of Forecasting, Elsevier, vol. 38(3), pages 1185-1196.
    10. Philip Rogiers & Stijn Viaene & Jan Leysen, 2020. "The digital future of internal staffing: A vision for transformational electronic human resource management," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 27(4), pages 182-196, October.
    11. Yaniv, Ilan, 2011. "Group diversity and decision quality: Amplification and attenuation of the framing effect," International Journal of Forecasting, Elsevier, vol. 27(1), pages 41-49.
    12. Alyami, Saleh. H. & Rezgui, Yacine & Kwan, Alan, 2013. "Developing sustainable building assessment scheme for Saudi Arabia: Delphi consultation approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 27(C), pages 43-54.
    13. Arkadiusz Wisniowski & Nico Keilman & Jakub Bijak & Solveig Christiansen & Jonathan J. Forster & Peter W.F Smith & James Raymer, 2012. "Augmenting migration statistics with expert knowledge," Norface Discussion Paper Series 2012005, Norface Research Programme on Migration, Department of Economics, University College London.
    14. Ngoy Kabemba S. & Mwiya Balimu & Mwanaumo Erastus & Chisumbe Sampa & Petere Gaida, 2023. "Factors Influencing Professional Indemnity Insurance Use in Construction Risk Management," Baltic Journal of Real Estate Economics and Construction Management, Sciendo, vol. 11(1), pages 199-220, January.
    15. van Asselt, E.D. & Meuwissen, M.P.M. & van Asseldonk, M.A.P.M. & Sterrenburg, P. & Mengelers, M.J.B. & van der Fels-Klerx, H.J., 2011. "Approach for a pro-active emerging risk system on biofuel by-products in feed," Food Policy, Elsevier, vol. 36(3), pages 421-429, June.
    16. Makkonen, Mari & Pätäri, Satu & Jantunen, Ari & Viljainen, Satu, 2012. "Competition in the European electricity markets – outcomes of a Delphi study," Energy Policy, Elsevier, vol. 44(C), pages 431-440.
    17. Georg Aichholzer, 2002. "Das ExpertInnen-Delphi: methodische Grundlagen und Anwendungsfeld ‘Technology Foresight‘ (The Expert Delphi: Methodology and Application in 'Technology Foresight')," ITA manu:scripts 02_01, Institute of Technology Assessment (ITA).
    18. Hayes, Tom, 2007. "Delphi study of the future of marketing of higher education," Journal of Business Research, Elsevier, vol. 60(9), pages 927-931, September.
    19. Ying Zhou & Weiwei Li & Pingtao Yi & Chengju Gong, 2019. "Evaluation of City Sustainability from the Perspective of Behavioral Guidance," Sustainability, MDPI, vol. 11(23), pages 1-17, November.
    20. Daniel Reißmann & Daniela Thrän & Alberto Bezama, 2018. "Key Development Factors of Hydrothermal Processes in Germany by 2030: A Fuzzy Logic Analysis," Energies, MDPI, vol. 11(12), pages 1-20, December.

    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:wly:riskan:v:31:y:2011:i:1:p:160-170. 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: Wiley Content Delivery (email available below). General contact details of provider: https://doi.org/10.1111/(ISSN)1539-6924 .

    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.