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Lloyd’s Finds Extreme Weather Can Be Accurately Modeled Independently

In a new report based on research from UK national weather service the Met Office, Lloyd’s has found that extreme weather events may be modeled independently. While extreme weather can be related to events within a region, these perils are not significant correlated with perils in other regions of the world.

The study’s key findings include:

  • Met Office research found that the majority of perils are not significantly correlated, but identified nine noteworthy peril-to-peril teleconnections, most of which are negatively correlated
  • Lloyds’ modeling finds that these correlations were not substantial enough to warrant changes to the amount of capital it holds to cover extreme weather claims
  • Even when there is some correlation between weather patterns, it does not necessarily follow that there will be large insurance losses. Extreme weather events may still occur simultaneously even if there is no link between them
  • An assumption of independence for capital-holding purposes is therefore appropriate for the key risks the Lloyd’s market currently insures
  • The methodology released in the report enables scenario modeling across global portfolios for appropriate region-perils

“This important finding supports the broader argument that the global reinsurance industry’s practice of pooling risks in multiple regions is capital efficient and that modeling appropriate region perils as independent is reasonable,” the report concluded.

According to Trevor Maynard, head of exposure management and reinsurance at Lloyd’s, “This challenges the increasingly held view among some regulators around the world that capital for local risks should be held in their own jurisdictions. Lloyd’s believes this approach reduces the capital efficiency of the (re)insurance market by ignoring the diversification benefits provided by writing different risks in different locations and, in so doing, needlessly increases costs, to the ultimate detriment of policyholders. Insisting on the fragmentation of capital is not in the best interests of policyholders.”

Check out the map below for further insight from the Met Office about large-scale weather perils that do demonstrate statistically significant correlation:

lloyd's extreme weather perils

The Insurance Industry and Climate Change

This morning, AIR Worldwide, in collaboration with the the U.

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K. Met Office and the Association of British Insurers (ABI), released their findings on the financial implications of climate change to the insurance industry.

The report, “Financial Risks of Climate Change,” focuses on insured risks in both the U.K and China from dominant natural hazards in those areas, including inland flooding, winter windstorms and typhoons.

Results from the study include:

  • The average annual insured inland flood losses in Great Britain could rise by 14 percent assuming a global temperature rise of 4°C (39 degrees Fahrenheit). Within Great Britain, the results vary by region (increases range from less than 10 percent to nearly 30 percent).
  • The insured inland flood loss in Great Britain occurring on average once every 100 years could rise by 30 percent. The insured inland flood loss occurring on average once every 200 years could rise by 32 percent.
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    In both cases, the estimates assume a global temperature rise of 4°C.

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  • The average annual insured losses from typhoons affecting China could increase by 32 percent; the 100-year loss could increase by 9 percent, and the 200-year loss could increase by 17 percent. In all cases, the estimates assume a global temperature rise of 4°C.The average annual insured inland flood losses in Great Britain could rise by 14 percent assuming a global temperature rise of 4°C. Within Great Britain, the results vary by region (increases range from less than 10 percent to nearly 30 percent).

“The earth’s climate system is constantly changing,” said Dr. Peter Dailey, assistant vice president and director of atmospheric science at AIR Worldwide. “Not only does a change to any component of the system influence the risk from natural catastrophes, but the interactions between components bring about an inherent uncertainty surrounding how climate will evolve in the future. By conditioning our models on future climate scenarios developed by leading climate researchers at the Met Office, the study we have conducted on behalf of the ABI advances our understanding of the relationship between these complex climate relationships and insured risk.”

The research brings together unique climate model projections with state-of-the-art catastrophe models. And as we’ve recently seen with Typhoon Ketsana, which demolished parts of China, the Philippines, Cambodia, Vietnam and Laos and killed almost 700 and caused more than $1 billion in damage — research in this area is greatly needed. Nothing can stop Mother Nature, but cat models can help prepare for her wrath.
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