IDEAS home Printed from https://ideas.repec.org/a/inm/orinte/v48y2018i2p94-107.html
   My bibliography  Save this article

Zurich Insurance Uses Data Analytics to Leverage the BI Insurance Proposition

Author

Listed:
  • Kamil J. Mizgier

    (Department of Management, Technology, and Economics, Swiss Federal Institute of Technology Zurich, 8092 Zurich, Switzerland)

  • Otto Kocsis

    (Zurich Insurance Company Ltd., 8045 Zurich, Switzerland)

  • Stephan M. Wagner

    (Department of Management, Technology, and Economics, Swiss Federal Institute of Technology Zurich, 8092 Zurich, Switzerland)

Abstract

As the interdependencies due to global trade and interconnected value chains have grown, firms and their value chains have become more prone to disruptions. Consequently, many firms resort to business interruption (BI) insurance to transfer the disruption risk. Given the limited amount of literature available about BI loss and claims characteristics, insurance companies and their customers will benefit from the insights that resulted from the project underlying this study. The project involved a collaboration between Zurich Insurance and the Swiss Federal Institute of Technology Zurich, in which we extracted a large amount of data pertaining to BI claims from various data sources and analyzed these data. We found, for example, that the average share of BI losses has increased significantly over the past 15 years. Moreover, the BI risk exposure, measured as BI share of the total insurance claims, the average recovery time, and the increased costs of working, differs significantly based on the industry affiliation of the firm experiencing the loss. Our results have implications for the targeted risk assessment of BI risk exposures and the development of tailored supply chain risk management practices and risk transfer along the value chain.

Suggested Citation

  • Kamil J. Mizgier & Otto Kocsis & Stephan M. Wagner, 2018. "Zurich Insurance Uses Data Analytics to Leverage the BI Insurance Proposition," Interfaces, INFORMS, vol. 48(2), pages 94-107, April.
  • Handle: RePEc:inm:orinte:v:48:y:2018:i:2:p:94-107
    DOI: 10.1287/inte.2017.0928
    as

    Download full text from publisher

    File URL: https://doi.org/10.1287/inte.2017.0928
    Download Restriction: no

    File URL: https://libkey.io/10.1287/inte.2017.0928?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. David Simchi-Levi & William Schmidt & Yehua Wei & Peter Yun Zhang & Keith Combs & Yao Ge & Oleg Gusikhin & Michael Sanders & Don Zhang, 2015. "Identifying Risks and Mitigating Disruptions in the Automotive Supply Chain," Interfaces, INFORMS, vol. 45(5), pages 375-390, October.
    2. Bernardo Nicoletti, 2016. "Innovation in Insurance," Palgrave Studies in Financial Services Technology, in: Digital Insurance, chapter 1, pages 6-46, Palgrave Macmillan.
    3. Mizgier, Kamil J. & Wagner, Stephan M. & Jüttner, Matthias P., 2015. "Disentangling diversification in supply chain networks," International Journal of Production Economics, Elsevier, vol. 162(C), pages 115-124.
    4. Lingxiu Dong & Brian Tomlin, 2012. "Managing Disruption Risk: The Interplay Between Operations and Insurance," Management Science, INFORMS, vol. 58(10), pages 1898-1915, 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. Arash Azadegan & Kevin Dooley, 2021. "A Typology of Supply Network Resilience Strategies: Complex Collaborations in a Complex World," Journal of Supply Chain Management, Institute for Supply Management, vol. 57(1), pages 17-26, January.
    2. Qin, Xuwei & Shao, Lusheng & Jiang, Zhong-Zhong, 2020. "Contract design for equipment after-sales service with business interruption insurance," European Journal of Operational Research, Elsevier, vol. 284(1), pages 176-187.
    3. Melinda Malau, 2020. "Earning Informativeness is Moderating Investment Opportunity, Return on Asset, and Leverage on Prudence Measurement," Journal of Accounting, Business and Finance Research, Scientific Publishing Institute, vol. 9(2), pages 57-63.
    4. Emer Owens & Barry Sheehan & Martin Mullins & Martin Cunneen & Juliane Ressel & German Castignani, 2022. "Explainable Artificial Intelligence (XAI) in Insurance," Risks, MDPI, vol. 10(12), pages 1-50, December.

    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. Kelei Xue & Ya Xu & Lipan Feng, 2018. "Managing Procurement for a Firm with Two Ordering Opportunities under Supply Disruption Risk," Sustainability, MDPI, vol. 10(9), pages 1-32, September.
    2. Dmitry Ivanov & Boris Sokolov, 2019. "Simultaneous structural–operational control of supply chain dynamics and resilience," Annals of Operations Research, Springer, vol. 283(1), pages 1191-1210, December.
    3. Jie Wu & Zhixin Chen & Xiang Ji, 2020. "Sustainable trade promotion decisions under demand disruption in manufacturer-retailer supply chains," Annals of Operations Research, Springer, vol. 290(1), pages 115-143, July.
    4. Sarah Yini Gao & David Simchi-Levi & Chung-Piaw Teo & Zhenzhen Yan, 2019. "Disruption Risk Mitigation in Supply Chains: The Risk Exposure Index Revisited," Operations Research, INFORMS, vol. 67(3), pages 831-852, May.
    5. Rahaman, Mohammad M. & Rau, P. Raghavendra & Zaman, Ashraf Al, 2020. "The effect of supply chain power on bank financing," Journal of Banking & Finance, Elsevier, vol. 114(C).
    6. Mazahir, Shumail & Ardestani-Jaafari, Amir, 2020. "Robust global sourcing under compliance legislation," European Journal of Operational Research, Elsevier, vol. 284(1), pages 152-163.
    7. Iftikhar, Ilaria Giannoccaro & Anas, 2023. "Mitigating ripple effect in supply networks: the effect of trust and topology on resilience," OSF Preprints 2spt3, Center for Open Science.
    8. Mishra, Deepa & Sharma, R.R.K. & Kumar, Sameer & Dubey, Rameshwar, 2016. "Bridging and buffering: Strategies for mitigating supply risk and improving supply chain performance," International Journal of Production Economics, Elsevier, vol. 180(C), pages 183-197.
    9. Giovanna Culot & Matteo Podrecca & Guido Nassimbeni & Guido Orzes & Marco Sartor, 2023. "Using supply chain databases in academic research: A methodological critique," Journal of Supply Chain Management, Institute for Supply Management, vol. 59(1), pages 3-25, January.
    10. Mili Mehrotra & William Schmidt, 2021. "The Value of Supply Chain Disruption Duration Information," Production and Operations Management, Production and Operations Management Society, vol. 30(9), pages 3015-3035, September.
    11. David Simchi-Levi & Nikolaos Trichakis & Peter Yun Zhang, 2019. "Designing Response Supply Chain Against Bioattacks," Operations Research, INFORMS, vol. 67(5), pages 1246-1268, September.
    12. Berger, Niklas & Schulze-Schwering, Stefan & Long, Elisa & Spinler, Stefan, 2023. "Risk management of supply chain disruptions: An epidemic modeling approach," European Journal of Operational Research, Elsevier, vol. 304(3), pages 1036-1051.
    13. Qi Feng & Justin Jia & J. George Shanthikumar, 2019. "Dynamic Multisourcing with Dependent Supplies," Management Science, INFORMS, vol. 67(6), pages 2770-2786, June.
    14. Zhen, Xueping & Li, Yongjian & Cai, Gangshu (George) & Shi, Dan, 2016. "Transportation disruption risk management: business interruption insurance and backup transportation," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 90(C), pages 51-68.
    15. F. Bailey Norwood & Derrell Peel, 2021. "Supply Chain Mapping to Prepare for Future Pandemics," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 43(1), pages 412-429, March.
    16. Yi Tao & Loo Hay Lee & Ek Peng Chew, 2016. "Quantifying the Effect of Sharing Information in a Supply Chain Facing Supply Disruptions," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 33(04), pages 1-28, August.
    17. Chernonog, Tatyana & Avinadav, Tal, 2019. "Pricing and advertising in a supply chain of perishable products under asymmetric information," International Journal of Production Economics, Elsevier, vol. 209(C), pages 249-264.
    18. Saber Sayadian & Mahboobeh Honarvar, 2022. "A Stackelberg game model for insurance contracts in green supply chains with government intervention involved," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(6), pages 7665-7697, June.
    19. Fartaj, Seyedamir-Reza & Kabir, Golam & Eghujovbo, Victor & Ali, Syed Mithun & Paul, Sanjoy Kumar, 2020. "Modeling transportation disruptions in the supply chain of automotive parts manufacturing company," International Journal of Production Economics, Elsevier, vol. 222(C).
    20. Xiao Huang & Tamer Boyacı & Mehmet Gümüş & Saibal Ray & Dan Zhang, 2016. "United We Stand or Divided We Stand? Strategic Supplier Alliances Under Order Default Risk," Management Science, INFORMS, vol. 62(5), pages 1297-1315, May.

    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:inm:orinte:v:48:y:2018:i:2:p:94-107. 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: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.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.