Bilateral Relationships Between Catastrophe and Sovereign Bonds on the Example of a Number of Countries of the Belt and Road Initiative
https://doi.org/10.21686/2500-3925-2024-3-64-78
Abstract
The article proposes a method for assessing the bilateral relationships between catastrophe and sovereign bonds to analyze financial risks within the framework of China’s global infrastructure initiative “Belt and Road”. Countries included in the China - EU land transport corridor have a high risk of natural disasters, which could negatively affect the infrastructure being created and local communities. Investments in infrastructure projects by China are often made subject to sovereign guarantees from partner countries. In case of natural disasters, the traditional use of state reserve funds is not always effective, since the insurance markets of the countries of the China - EU land transport corridor are dominated by protectionism, the indicator of which is the low level of import of insurance services. As a more effective tool for covering losses in the event of catastrophic threats to the infrastructure of the China - EU transport corridor, one can consider insurance derivatives (Insurance Linked Securities - ILS) and sovereign parametric catastrophe bonds, in particular. The article analyzes the relationship between catastrophe and sovereign bonds of a number of countries (China, Kazakhstan, Russia, Turkey). Based on the results of testing the hypothesis (H1), the dependence of the interest rate on sovereign bonds of Kazakhstan, China, Russia and Turkey on the interest rates on catastrophic bonds of the Swiss Re Cat Bonds Index was established. A complete inverse relationship between catastrophe bond rates and sovereign bond rates, in accordance with hypothesis (H2), was not revealed.
About the Authors
K. K. SavrasovBelarus
Kirill Konstantinovich Savrasov, Senior Lecturer at the Department of Business Administration
Minsk
K. V. Rudy
Belarus
Kirill Valentinovich Rudy, Dr. Sci. (Economics), Professor, Professor of the Department of World Economics
Minsk
N. N. Gorbachev
Belarus
Nikolay Nikolaevich Gorbachev, Cand. Sci. (Economics), Associate Professor of the Department of Digital Systems and Technologies
Minsk
References
1. Asian Development Bank. Climate Change and Earthquake Exposure in Asia and The Pacific Assessment Of Energy And Transport Infrastructure. [Internet]. ADB; 2022. Available from: https://www.adb.org/sites/default/files/publication/850391/climate-change-earthquake-exposure-asia-pacific.pdf (Cited: 06.11.2023).
2. Phoenix CRetro Re’s Savrassov: Sovereign Cat Bonds Work. [Internet]. AM Best TV; 2019. Available from: https://www.ambest.com/video/MediaArchive.aspx?lid=6074548690001&vid=6085415646001 (Cited: 06.11.2023).
3. Phoenix CRetro’s Savrassov: ILS Can Play Major Role In Closing Protection Gap. [Internet]. AM Best TV; 2023. Available from: https:// www.ambest.com/video/MediaArchive.aspx?lid=1773758049401330032&vid=6336984325112 (Cited: 06.11.2023).
4. Bank of Azerbaijan’s statistics. [Internet]. Bank of Azerbaijan. Available from: https://www.cbar.az/en/statistics (Cited: 06.11.2023).
5. Bank of Russia. Review of key performance indicators of insurers for the 2nd quarter of 2022. [Internet]. Bank of Russia; 2022. Available from: https:// www.cbr.ru/Collection/Collection/File/42295/review_insure_22Q2.pdf (Cited: 06.11.2023).
6. Bank of Russia. Analytics. Insurance. [Internet]. Bank of Russia. Available from: https://www.cbr.ru/analytics/insurance/ (Cited: 06.11.2023).
7. The Belt and Road Portal. Regional Statistics. [Internet]. BRI (2023). Available from: https://eng.yidaiyilu.gov.cn/data (Cited: 06.11.2023).
8. Canabarro E., Finkemeier M., Anderson R., Bendimerad F. Analyzing Insurance-Linked Securities. Journal of Risk Finance. 2000; 1: 49-75.
9. Profil’ stranovykh riskov: Kazakhstan tp-9878 reg: Razvitiye mekhanizma peredachi riska stikhiynykh bedstviy v regione Tsentral’noaziatskogo regional’nogo ekonomicheskogo sotrudnichestva = Country Risk Profile: Kazakhstan TP-9878 reg: Development of a mechanism for the transfer of natural disaster risk in the Central Asian Regional Economic Cooperation region, March 2022 [Internet]. CAREC; 2022. Available from: https://www.carecprogram.org/uploads/Country_Risk_Profiles_Kazakhstan_RU.pdf (Cited: 06.11.2023). (In Russ.)
10. Profil’ stranovykh riskov Uzbekistan TA-9878 REG: Razrabotka mekhanizma perenosa riskov bedstviy v stranakh Tsentral’no-Aziatskogo regional’nogo ekonomicheskogo sotrudnichestva= Country Risk Profile Uzbekistan TA-9878 REG: Development of a disaster risk transfer mechanism in the countries of Central Asia Regional Economic Cooperation. April 2022. [Internet]. CAREC; 2022. Available from: https://www.carecprogram.org/uploads/CAREC-Risk-Profiles_Uzbekistan_Rus.pdf (Cited: 06.11.2023). (In Russ.)
11. Governments and institutions bet big on CAT bonds. [Internet] China Daily; 2020.. Available from: https://www.chinadaily.com.cn/a/202010/20/WS-5f8e267da31024ad0ba7faa5.html. (Cited: 06.11.2023).
12. Constantin L.G. Portfolio diversification through structured catastrophe bonds amidst the financial crisis. Economic Sciences Series. 2011; 3: 75-84.
13. Coval D. et al. Economic Catastrophe Bonds. American Economic Review; 2009; 99 (3): 628-666.
14. Cummins J., Weiss M. Convergence of Insurance and Financial Markets: Hybrid and Securitized Risk-transfer Solutions. Journal of Risk and Insurance. 2009; 3. C. 493-545.
15. Evans S. AM Best and Guy Carpenter project ILS capital to grow 3% to $99bn in 2023. [Internet]. Artemis.bm; 2022. Available from: https:// www.artemis.bm/news/am-best-guy-carpenterproject-ils-capital-to-grow-3-to-99bn-in-2023 (Cited: 06.11.2023).
16. Evans S. China’s parametric catastrophe insurance to expand to Henan Province. [Internet]. Artemis.bm; 2022. Available from: https://www.artemis.bm/news/chinas-parametric-catastrophe-insurance-to-expand-to-henan-province/ (Cited: 06.11.2023).
17. The Green Finance & Development Center. China Belt and Road Initiative (BRI) Investment Report 2023 H1. [Internet] GFDC; 2023.. Available from: https://greenfdc.org/china-belt-and-roadinitiative-bri-investment-report-2023-h1/ (Cited: 06.11.2023).
18. Mongolia: Non-life insurance premium volume. [Internet]. Global Economy; 2020. Available from: https://www.theglobaleconomy.com/Mongolia/non_life_insurance_volume/ (Cited: 06.11.2023).
19. Georgia: Non-life insurance premium volume. [Internet]. Global Economy; 2020. Available from: https://www.theglobaleconomy.com/Georgia/non_life_insurance_volume/ (Cited: 06.11.2023).
20. Belarus: Non-life insurance premium volume. [Internet]. Global Economy; 2020. Available from: https://www.theglobaleconomy.com/Belarus/non_life_insurance_volume/ (Cited: 06.11.2023).
21. Gürtler M. et al. The Impact of the Financial Crisis and Natural Catastrophes on CAT Bonds. Journal of Risk and Insurance. 2014; 83: 579-612.
22. Haley J.D. Further Considerations of Underwriting Margins, Interest Rates, Stability, Stationarity, Cointegration, and Time Trends. Journal of Insurance Issues. 2007; 1 (30): 62-75.
23. Hesseln H. Refinancing and Restructuring Federal Fire Management. Journal of Forestry. 2001; 11 (99): 4-8.
24. Hofer. L. et al. Risk-based catastrophe bond d esign for a spatially distributed portfolio. Structural Safety. 2020; 83.
25. Insurance Association of Turkiye. Insurance and Private Pension Financial Tables and Statistics [Internet]. Turkish Insurance Association. Available from: https://www.tsb.org.tr/en/stats (Cited: 06.11.2023).
26. Parametric sovereign cat bonds: the way to insure the Belt and Road. [Internet]. Intelligent Insurer; 2020. Available from: https://newtonmedia.foleon.com/intelligent-insurer-mct/day-4/interview-with-kirill-savrassov/ (Cited: 06.11.2023).
27. Education can unleash the power of ILS. [Internet]. Intelligent Insurer; 2023. Available from: https://newtonmedia.foleon.com/intelligent-insurer-bbt/2023-day-1/education-can-unleash-thepower-of-ils-benefiting-many-in-the-process (Cited: 06.11.2023).
28. Turtsiya - Gosudarstvennyye Obligatsii = Türkiye - Government Bonds. [Internet]. Investing; 2023. Available from: https://ru.investing.com/rates-bonds/turkey-government-bonds?maturity_from=130&maturity_to=130 (Cited: 06.11.2023). (In Russ.)
29. Jones G.B. Alternative reinsurance: Using catastrophe bonds and insurance derivatives as a mechanism for increasing capacity in the insurance market. CPCU Journal. 1999; 52(1): 50–54
30. Kat H. The Dangers of Using Correlation to Measure Dependence. The Journal of Alternative Investments. 2002. №6. 15 p.
31. Kraehnert K., Osberghaus D., Hott C. et al. Insurance Against Extreme Weather Events: An Overview. Review of Economics. 2021; 72: 71-95.
32. Krutov A. Investing in Insurance Risk: Insurance-linked Secunties: A Practitioner’s Perspective. Risk Books; 2010. 500 p.
33. Lane M., Mahul O. Catastrophe Risk Pricing: An Empirical Analysis. / In: The World Bank, Policy Research Working Paper Series. 2008. 26 p.
34. Lane M. The ILS loss experience: natural catastrophe issues 2001–2020. / In: The Geneva Papers on Risk and Insurance - Issues and Practice. Palgrave Macmillan, The Geneva Association. 2022; 49(1): 97-137.
35. Lee H. Securitization and Insurance-Linked Securities / In: Risk Management. Springer Texts in Business and Economics. Springer, Singapore; 2021.
36. Leonard A. ILS and the Core Incompetence. [Internet]. Available from: https://www.leadersedge.com/p-c/ils-and-the-core-incompetence (Cited: 06.11.2023).
37. Levakov P. A., Barinova V. A., Polbin A.V. Climate risks and financial stability: the role of central banks and conclusions for Russia. Bulletin of international organizations: education, science, new economics. 2023. No. 1: 204-231.
38. Litzenberger R. et al. Assessing Catastrophe Reinsurance-Linked Securities as a New Asset Class. Journal of Portfolio Management. 1996; 23: 76-86.
39. Official website of the Ministry of Finance of the Russian Federation. [Internet]. Ministry of Finance of the Russian Federation. Available from: https://www.minfin.ru/ru/activity/reserve/ (Cited: 06.11.2023).
40. Mouelhi Ch. The Relationship Between Cat Bond Market and Other Financial Asset Markets: Evidence from Cointegration Tests. European Journal of Business and Management Research. 2021; 6: 78-85.
41. China’s Belt and Road Initiative in the Global Trade, Investment and Finance Landscape. [Internet]. OECD; 2018. Available from: https://www.oecd.org/finance/Chinas-Belt-and-Road-Initiativein-the-global-trade-investment-and-finance-landscape.pdf (Cited: 06.11.2023).
42. Perez M., Carayannopoulo P. Diversification Through Catastrophe Bonds: Lessons from the Subprime Financial Crisis (December 27; 2013). The Geneva Papers on Risk and Insurance-Issues and Practice. 2013: 1-28.
43. Poncet P., Vaugirard V. The Pricing of Insurance‐Linked Securities Under Interest Rate Uncertainty. The Journal of Risk Finance. 2002; 3: 48-59.
44. Sakai Ando et al. Sovereign Climate Debt Instruments: An Overview of the Green and Catastrophe Bond Markets. IMF Staff Climate Note 2022/004.
45. Simons D. Can we profit from natural disasters? The role of catastrophe bonds. Lisbon: Untversita Catolica Lisbon; 2015.
46. Rossiyskiye katastroficheskiye obligatsii: prishlo li vremya dlya samoy bol’shoy strany v mire obratit’ vnimaniye na ILS = Russian catastrophe bonds: is it time for the world’s largest country to pay attention to ILS. [Internet]. Strakhovaniye segodnya = Insurance today; 2017. Available from: https://www.insur-info.ru/press/133962/ (Cited: 06.11.2023). (In Russ.)
47. Savrassov K., Van, S. Ispol’zovaniye proizvodnykh strakhovykh instrumentov (Insurance-Linked Securities) dlya ustoychivogo razvitiya kriticheskoy infrastruktury tranzitnykh stran initsiativy «Poyas i put’» = The use of derivative insurance instruments (Insurance-Linked Securities) for the sustainable development of critical infrastructure in transit countries of the Belt and Road Initiative. Minsk: Institute of Business of BSU; 2022: 317-346. (In Russ.)
48. Swiss Re Cat Bond Indices Methodology. [Internet]. Swiss Re Institute; 2014. Available from: https://www.swissre.com/dam/jcr:307452ca-9664-4772-96f9-7c11f80109b2/2014_08_ils_cat_bond_indices_methodology.pdf (Cited: 06.11.2023).
49. World insurance: inflation risks front and centre. [Internet]. Swiss Re Institute. Available from: https://www.swissre.com/dam/jcr:4500fe30-7d7b-4bc7-b217-085d7d87a35b/swiss-re-institute-sigma-4-2022.pdf (Cited: 06.11.2023).
50. The fundamentals of insurance-linked securities: Transforming insurance risk into transparent and tradable capital market products. [Internet]. Swiss Re Institute. Available from: https://www.institutdesactuaires.com/global/gene/link.php?doc_id=871&fg=1 (Cited: 06.11.2023).
51. Tavanaie Marvi, Morteza & Linders, Daniël. Decomposition of Natural Catastrophe Risks: Insurability Using Parametric CAT Bonds. Risks. 2021. No. 9(12). 215 p.
52. Progress towards the Sustainable Development Goals: Towards a Rescue Plan for People and Planet. [Internet]. UN; 2023. Available from: https://sdgs.un.org/sites/default/files/2023-04/SDG_Progress_Report_Special_Edition_2023_ADVANCE_UNEDITED_VERSION.pdf (Cited: 06.11.2023).
53. (Re)orienting Sovereign Debt to Support Nature and the SDGs: Instruments and their Application in Asia-Pacific Developing Economies. [Internet]. UNDP; 2023. Available from: https://www.undp.org/sites/g/files/zskgke326/files/2023-07/undp-rbap-reorienting-debts-to-support-nature_1.pdf (Cited: 06.11.2023).
54. Disaster risk reduction financing regional conference. [Internet]. UNDP; 2018. Available from: https://www.undp.org/eurasia/events/disaster-risk-reduction-financing-regional-conference (Cited: 06.11.2023).
Review
For citations:
Savrasov K.K., Rudy K.V., Gorbachev N.N. Bilateral Relationships Between Catastrophe and Sovereign Bonds on the Example of a Number of Countries of the Belt and Road Initiative. Statistics and Economics. 2024;21(3):64-78. (In Russ.) https://doi.org/10.21686/2500-3925-2024-3-64-78