Category Archives: Risk Management

Business Risk, Insurance Industry, Market Conditions, Risk Management

Triple-I Brief: Commercial Property Insurance Shows Signs of Improvement, Stable Growth

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While rising premiums have been the primary driver for commercial property insurance growth for years, a 25-quarter rate increase streak broke in early 2024. Strong risk-adjusted capitalization and adequate liquidity may sustain the stable outlook, notwithstanding formidable risks, according to Triple-I’s latest insurance brief Commercial Property: Trends and Insights.

The brief focuses on several core trends shaping opportunities and threats to the commercial property insurance segment:

  • Mounting climate and natural catastrophe risks
  • Increasing capacity in the reinsurance market
  • Lurking undervaluation risk
  • Rise of AI and technology in risk mitigation

According to a recent McKinsey report, data involving global figures for 25 primary commercial lines carriers indicate a combined ratio of 91 percent for 2023, down from a high of 102 in 2020 but holding steady from the prior year. Commercial property comprised $254 billion (or 26 percent) of premiums across these carriers.

Before 2024, the overall U.S. P&C commercial market experienced hard market conditions going back to 2018, according to NAIC data and analysis. Double-digit rate increases were the norm, particularly for properties in high-risk regions or with poor loss histories. A Marsh McLennan report shows that in Q4 2023, rate increases averaged 11 percent for more considerable commercial property risks and even higher for accounts with loss history challenges or catastrophic exposure.  Carriers have delivered steady quarterly increases since 2017 “to offset pressures from catastrophes and economic and social inflation.” Capacity constraints, driven by increased reinsurance costs, compounded this hardening, creating challenges for insurers and policyholders.

However, commercial insurers benefited from underwriting margins that outperformed the long-term average despite slowing year-over-year growth in direct premiums written, according to the 2024 S&P Global Market Intelligence U.S. Property and Casualty Industry Performance Rankings report. The top 50 of the 100 evaluated carriers was dominated by commercial line providers, with insurers focusing primarily on commercial property lines capturing three of the top 10 spots. In comparison, only two personal lines carriers ranked in the top 50.

AM Best, which maintains that insured losses in recent years have been driven primarily by secondary perils such as severe convective storms, issued its “Market Segment Outlook: US Commercial Lines” report. The analysts predict a stable market segment outlook for the U.S. commercial lines insurance sector in 2025. The company expects the commercial lines segment “will remain profitable in the aggregate and will be resilient in the face of near- and longer-term challenges.” However, relatively high claims costs, the multi-year impact of social inflation, and geopolitical risks may pose threats. The latest AM Best report focused solely on the commercial property segment (dated March 2024) advises that the Excess and Surplus (E&S) market has absorbed some of the higher risks. Still, overall secondary perils continue to be a significant “offsetting factor” for commercial property.

The damage of weather events and natural catastrophes tend to make big headlines (and rightly so), but the overall risk for commercial property isn’t limited to the destruction wrought by each disaster. It also extends to the interactions between the event outcomes and human systems. Specifically, these events can strain regional economic systems, such as decreasing the availability of rebuilding materials and labor while simultaneously amplifying demand for these same inputs. In turn, property replacement costs can soar.

Reinsurance

In 2023, major changes in reinsurance policy structures and price increases compelled insurers to decrease limits and absorb higher retentions. The policy restructurings also meant primary insurers had to retain more losses from increased secondary perils, such as floods, wildfires, and severe convective storms, that they could not cede to the reinsurance market. The insurers’ retention of loss may have allowed the incubation of increased capacity in the reinsurance market, improving late in 2023 and into early 2024.

By mid-year 2024 renewals, reinsurance appetite had grown with easing in some loss-free areas and, as applicable, underwriting scrutiny held firm in others areas. Analysts observed “flat to down mid-to high-single digits” reinsurance risk-adjusted rates for global property catastrophes. A Marsh McLennan report noted modest growth in investment and capital due to increased market capacity and underwriting interest from carriers. Late 2024 catastrophic events and any similar activities in the coming year will likely remain a primary drivers for reinsurance costs, along with the increasing cost of capital, financial market volatility, and economic inflation.

To learn more about Triple-I’s take on these and other commercial property insurance trends, read the issue brief and follow our blog.

Risk Management, Technology

JIF 2024: Panel Highlights Human-Centered Use
of Advanced Technology

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By Lewis Nibbelin, Contributing Writer, Triple-I

Technological innovations — particularly generative AI — are revolutionizing insurance operations and risk management more quickly than the industry can fully accommodate them, necessitating more proactive involvement in their implementation, according to participants in Triple-I’s 2024 Joint Industry Forum.

Such involvement can ensure that the ethical implications of AI remain integral to its continued evolution.

Benefits of AI

Increasingly sophisticated AI models have expedited data processing across the insurance value chain, reshaping underwriting, pricing, claims, and customer service. Some models automate these processes entirely, with one automated claims review system – co-developed by Paul O’Connor, vice president of operational excellence at ServiceMaster – streamlining claims processing through to payment, thereby “removing the friction from the process of disputes,” said O’Connor. 

“We’re at an inflection point of seeing losses dramatically reduced,” said Kenneth Tolson, global president for digital solutions at Crawford & Co., as AI promises to “dramatically mitigate or even eliminate loss” by enabling insurers to resolve problems more efficiently.

Novel insurance products also cover more risk, said Majesco’s chief strategy officer Denise Garth, who pointed to usage-based insurance (UBI) as more appealing to younger buyers. UBI emerged from telematics, which can leverage AI to track actual driving behavior and has been found to encourage significant safety-related changes.

Alongside lower operational costs resulting from AI efficiency gains, such policies suggest a possibility for reduced premiums and, consequently, a diminished protection gap, Garth said.

Utilizing AI presents “the first time in decades that we have the opportunity to truly optimize our operations,” she added.

Industry hurdles

For Patrick Davis, senior vice president and general manager of Data & Analytics at Majesco, developing effective AI strategies hinges not on massive budgets or teams of data scientists, but on the internal organization of existing data.

AI models fail when base datasets are inaccessible or ill-defined, he explained. This is especially true of generative AI, which encourages decision-making by producing new data via conversational prompting.

 “Extremely well-described data” is essential to receiving meaningful, accurate responses, Davis said. Otherwise, “it’s garbage in, garbage out.”

Outdated technology and business practices, however, impede successful AI integration throughout the insurance industry, Davis and Garth agreed.

“We have, as an industry, a lot of legacy,” Garth said. “If we don’t rethink how we’re going about our products and processes, the technology we apply to them will keep doing the same things, and we won’t be able to innovate.”

Beyond frustrating innovation, cultural resistance to change within organizations can delay them in preemptively balancing their unique risks and goals with the likely inevitable influence of AI, leaving themselves and insureds at a disadvantage.

“We’re not going to stop change,” said Reggie Townsend, vice president and head of the data ethics practice at SAS, “but we have to figure out how to adapt to the pace of change in a way that allows us to govern our risk in acceptable ways.”

Ethical implications

Responsible innovation, Townsend said, entails “making sure, when we have changes, that they have a material benefit to human beings” – benefits which an organization clearly defines while being considerate of potential downsides.

Improperly managed data facilitates such downsides from using AI models, contributing to pervasive bias and privacy concerns.

Augmenting base datasets with demographic trend information, for example, may be “tempting,” O’Connor explained, “but where does this data go, once it gets outside our boundaries and augmented elsewhere? Vigilance is absolutely required.”

Organizational oversight committees are crucial to ensuring any major technological advancements remain intentional and ethical, as they encourage innovators to “overcommunicate the ‘why,’” said discussion moderator Peter Miller, president and CEO of The Institutes.

Tolson reaffirmed this point in discussing how his organization’s AI counsel holds him accountable by fostering “diligence and openness” around an “articulated vision,” further fueling collaborative sharing of data cross-organizationally. Collaboration and transparency around AI are key, he stressed, “so that we don’t have to learn the same lesson twice, the hard way twice.”

Looking ahead

Though they do not currently exist in the U.S. on a federal level, AI regulations have already been introduced in some states, following a comprehensive AI Act enacted earlier this year in Europe. With more legislation on the horizon, insurers must help lead these conversations to ensure that AI regulations suit the complex needs of insurance, without hindering the industry’s commitments to equity and security.

A recent report by Triple-I and SAS, a global leader in data and AI, centers the insurance industry’s role in guiding conversations around ethical AI implementation on a global, multi-sector scale. Defending this position, Townsend explained how the industry “has put a lot of rigor in place already” to eradicate bias and preserve data integrity “because [its] been so highly regulated for a long time,” creating an opportunity to educate less experienced businesses.

Immeasurable mountains of data produced from rapid technological advancement indicate more and more underinformed industries will turn to AI to assess them, making assuming an educational responsibility even more imperative.

Learn More:

Insurers Need to Lead on Ethical Use of AI

JIF 2024: What Resilience Success Looks Like

Changing Risks, Rising Costs Drive Insurance Transformation for 2025: Majesco

Executive Exchange: Using Advanced Tools to Drill Into Flood Risk

Disaster Preparedness, Disaster Resilience, Flood Insurance, Floods, Insurers and the Economy, Market Conditions, Regulation, Risk Management

JIF 2024: What Resilience Success Looks Like

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By Lewis Nibbelin, Contributing Writer, Triple-I

The efficacy of collaboration and investment by “co-beneficiaries” in resilience initiatives was a dominant theme throughout Triple-I’s 2024 Joint Industry Forum – particularly in the final panel, which celebrated leaders behind recent real-world impacts of such investments.

Moderated by Dan Kaniewski, Marsh McLennan (MMC) managing director for public sector, the panelists discussed how their multi-industry backgrounds inform their innovative mindsets, as well as their knowledge on the profound ripple effects of targeted resilience planning.

The panel included:

  • Jonathan Gonzalez, co-founder and CEO of Raincoat;
  • Bob Marshall, co-founder and CEO of Whisker Labs;
  • Dawn Miller, chief commercial officer of Lloyd’s and CEO of Lloyd’s Americas; and
  • Lars Powell, director of the Alabama Center for Insurance Information and Research (ACIIR) at the University of Alabama and a Triple-I Non-Resident Scholar.

Productive partnership

Kaniewski – who spent most of his career in emergency management, previously serving as the second-ranking official at the Federal Emergency Management Agency (FEMA) and the agency’s first deputy administrator for resilience – kicked off the panel by raising the question “how do we define success?”

He characterized success as “putting theory into practice” and “having elected officials taking steps to reduce risk and transfer some of this risk from federal, state, or local taxpayers.”

But, as participants in earlier panels and this one made clear, government efforts can only go so far without private-sector collaboration. 

“It doesn’t matter who makes that investment, whether it’s the homeowner, the business owner, or the government,” Kaniewski explained. “The reality is we all benefit from that one investment. If we can acknowledge that we benefit from those investments, we should do our best to incentivize them.”

Kaniewski and Raincoat’s Gonzalez were both integral in the development of community-based catastrophe insurance (CBCI), developed in the wake of Superstorm Sandy in 2012.

“A lot of the neighborhoods that experienced flooding due to Sandy didn’t have access to insurance prior to the flooding – and then, post flooding, the government really had to step up to figure out how to keep those families in those houses,” Gonzalez said.

In collaboration with the city, a nonprofit called the Center for NYC Neighborhoods developed the concept of buying parametric insurance on behalf of these communities, with any payouts going toward helping families stay in their homes after disasters. Unlike traditional indemnity insurance, a parametric policy pays out if certain agreed-upon conditions are met – for example, a specific wind speed or earthquake magnitude in a particular area – regardless of damage.  Parametric insurance eliminates the need for time-consuming claim adjustment. Speed of payment and reduced administration costs can ease the burden on both insurers and policyholders.

In this case, Kaniewski said, success was reflected in the fact that the pilot program received sufficient funding not only for renewal but expansion, bringing needed protection to even more vulnerable communities.

Powell reinforced this sentiment in explaining ACIIR’s research on the FORTIFIED method, a set of voluntary construction standards created by the Insurance Institute for Business and Home Safety (IBHS) for durability against severe weather. The insurance industry-funded Strengthen Alabama Homes program issues grants and substantial insurance premium discounts to homeowners to retrofit their houses along these guidelines, prompting multiple states to replicate the program.

Such homes in Alabama sustained 54 to 76 percent reduced loss frequency from Hurricane Sally compared to standard homes, Powell reported, and an estimated 65 to 73 percent could have been saved in claims if standard homes were FORTIFIED.

Incentivizing contractors to learn FORTIFIED standards was especially critical, Powell explained, because they further advertised these skills and expanded the presence of FORTIFIED homes beyond the grant program.

“A lot of companies have said for several years, ‘we don’t know if we’re comfortable writing these…we haven’t seen it on the ground,’” Powell said. “Well, now we’ve seen it on the ground. We need to have houses that don’t burn down or blow over. We know how to do it, it’s not that expensive.”

Addressing concerns to drive adoption

Miller described how Lloyd’s Lab works to ease that discomfort by creating a space for businesses to nurture and integrate novel insights and products without fear. With mentor support, companies are encouraged to test new ideas while free from the usual degree of financial and/or intellectual property risks attached to innovation investments.

“It’s about having an avenue out to try,” Miller said. “Having that courage, as we continue to work together, to try to understand what’s working, what’s not, and being brave to say, ‘this isn’t working, but we can course correct.’”

Whisker Labs’ Marshall noted that numerous insurance carriers have taken a chance on his company’s front-line disaster mitigation devices, Ting, by paying for and distributing them to their customers.

Ting plug-in sensors detect conditions that could lead to electrical fires through continuous monitoring of a home’s electrical system. Statistically preventing more than 80 percent of electrical fires, communities benefit – not only by preventing individual home fires but also by providing data about the electrical grid and potentially heading off grid-initiated wildfires.

“There are so many applications for the data,” Marshall said, but “to have a true impact on society…we have to prove that we’re preventing more losses than the cost, and we have to do that in partnership with insurance carriers.”

Everyone wins if everyone plays

Cultivating innovative solutions is pivotal to enhancing resilience, the panelists agreed – but driving them forward requires more than just the insurance industry’s support.

He pointed to a project last year – funded by Fannie Mae and developed by the National Institute of Building Science (NIBS) – that culminated in a roadmap for resilience investment incentives, focusing on urban flooding. 

The co-authors of the project, including Triple-I subject-matter experts, represented a cross-section of “co-beneficiary” groups, such as the insurance, finance, and real estate industries and all levels of government, Kaniewski said.

Implementation of the roadmap requires participation from communities and multiple co-beneficiaries. Triple-I and NIBS are exploring such collaborations with potential co-beneficiaries in several areas of the United States.

Learn More:

Outdated Building Codes Exacerbate Climate Risk

Rising Interest Seen in Parametric Insurance

Community Catastrophe Insurance: Four Models to Boost Resilience

Attacking the Risk Crisis: Roadmap to Investment in Flood Resilience

Mitigation Matters – and Hurricane Sally Proved It

Catastrophes, Disaster Resilience, Floods, Risk Management, Technology, Webinars

2024’s Nat Cats:
A Scholarly View

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By Lewis Nibbelin, Contributing Writer, Triple-I

Triple-I recently kicked off a new webinar series featuring its Non-Resident Scholars. The first episode focused on the rising severity of natural catastrophes and innovative data initiatives these scholars are engaged in to help mitigate the impact of these perils. 

Moderated by Triple-I’s Chief Economist and Data Scientist Michel Léonard, the panel included:

  • Phil Klotzbach, Senior Research Scientist in the Department of Atmospheric Science at Colorado State University;
  • Victor Gensini, meteorology professor at Northern Illinois University and leading expert in convective storm research;
  • Seth Rachlin, social scientist, business leader, and entrepreneur currently active as a researcher and teaching professor; and
  • Colby Fisher, Managing Partner and Director of Research and Development at Hydronos Labs.

“Wild and crazy”

Klotzbach discussed “the wild and crazy 2024 Atlantic hurricane season,” which he called “the strangest above-normal season on record.”

Abnormally fluctuating periods of activity this year created “a story of three hurricane seasons,” reflecting a broader trend of decreasing storm frequency and increasing storm severity, Klotzbach said.

While Klotzbach and his forecasting team’s “very aggressive prediction for a very busy season” was validated by Hurricane Beryl’s landfall as the earliest Category-5 hurricane on record — followed by Debbie and Ernesto — “we went through this period from August 20 to September 23 where we had almost nothing. It was extremely quiet.”

After extensive media coverage claiming the forecasts were a “massive bust,” along came Hurricane Helene, which developed into the “strongest hurricane to make landfall in the Big Bend of Florida since 1851.” Helene drove powerful, destructive flooding inland – most notably in Asheville, NC, and surrounding communities. Then came Hurricane Milton which was noteworthy for spawning numerous fatal tornadoes.

“Most tornadoes that happen with hurricanes are relatively weak – EF0, EF1, perhaps EF2,” Gensini – the panel’s expert on severe convective storms (SCS) – added. “Milton had perhaps a dozen EF3 tornadoes.”

Costly and underpublicized

Severe convective storms – which include tornadoes, hail, thunderstorms with lightning, and straight-line winds – accounted for 70 percent of insured losses globally the first half of 2024. And in 2023, U.S. insured SCS-caused losses exceeded $50 billion for the first time on record for a single year.

Hailstorms are especially destructive, behind as much as 80 percent of SCS claims in any one year. Yet their relative brevity and limited scope compared to large-scale disasters earns them far less public and industry attention.

“We haven’t had a field campaign dedicated to studying hail in the United States since the 1970s,” Gensini explained, “so it’s been a long time since we’ve had our models updated and validated.”

Data-driven solutions

To rectify this knowledge gap, the In-situ Collaborative Experiment for the Collection of Hail in the Plains (or ICECHIP) will send Gensini and some 100 other scientists into the Great Plains to chase and collect granular data from hailstorms next year. Beyond developing hail science, their goal is to improve hail forecasting, thereby reducing hail damage.

Gensini pointed to another project, the Center for Interdisciplinary Research on Convective Storms (or CIRCS), which is a prospective academic industry consortium to develop multidisciplinary research on SCS. Informed by diverse partnerships, such research could foster resilience and recovery strategies that “move forward the entire insurance and reinsurance industry,” he said.

Rachlin and Fisher echoed this emphasis on enhancing the insurance industry’s facilitation of risk mitigation in their presentation on Hydronos Labs, an environmental software development and consulting firm that utilizes open-source intelligence (OSINT).

The costs and variability of climate and weather information have created “a data arms race” among insurance carriers, and aggregating and analyzing publicly available information is an untapped solution to that imbalance, they explained.

The company’s end goal, Rachlin added, is to promote an insurance landscape centered around “spending less money on [collecting] data and more money using data.”

All panelists stressed the ongoing need for more reliable, comprehensive data to steer industry strategies for effective mitigation. Investments in this data now are less than the costs of post-disaster recovery that will continue to plague more and more communities in our rapidly evolving climate.

Register here to listen to the entire webinar on demand.

Learn More:

Triple-I “State of the Risk” Issues Brief: Hurricanes

Triple-I “State of the Risk” Issues Brief: Flood

Triple-I “State of the Risk” Issues Brief: Severe Convective Storms

Outdated Building Codes Exacerbate Climate Risk

JIF 2024: Collective, Data-Driven Approaches Needed to Address Climate-Related Perils

Climate Resilience and Legal System Abuse Take Center Stage in Miami

Triple-I Experts Speak on Climate Risk, Resilience

NAIC, FIO to Collaborate on Data Collection Around Climate Risk

Catastrophes, Disaster Preparedness, Disaster Resilience, Floods, Homeowners Insurance, Market Conditions, Risk Management, Wildfire

JIF 2024: Collective,
Data-Driven Approaches Needed to Address Climate-Related Perils

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The need for collective action to address the property/casualty risk crisis was a recurring theme throughout Triple-I’s Joint Industry Forum in Miami – particularly during the panel on climate risk and  resilience. The discussion focused heavily on what’s currently being done to address this evolving area of peril.

The panel, moderated by Veronika Torarp – a partner in PwC Strategy’s insurance practice – consisted of subject-matter experts representing a cross section of natural perils, from hurricanes and floods to wildfires and severe convective storms. They were:

  • Dr. Philip Klotzbach, research scientist in the Department of Atmospheric Science at Colorado State University;
  • Matthew McHatten, president and CEO at MMG Insurance and chairman of Triple-I’s Executive Leadership Committee;
  • Emily Swift, sustainable business framework senior manager at American Family Insurance; and
  • Heather Kanzlemar, consulting actuary at Milliman.

Part of the reason for this need to build coalitions is the diverse and overlapping causes of climate-related events and the related losses. Torarp cited a PwC study that projects the global protection gap in 2025 at $1.9 trillion, though she acknowledged that number may turn out to be “an understatement”.

Warmer, wetter, riskier

Running through the discussions of the various perils was the dynamic nature of evolving threats and the protection gap. Examples included increased inland flooding, such as the devastation caused in the rural southeast by Hurricane Helene, and damage inflicted by surprisingly intense tornadoes spun off by Hurricane Milton.

Dr. Klotzbach discussed the “very busy” 2024 Atlantic Hurricane season with its surprising impact on Asheville, N.C., and surrounding communities from Helene.

“It’s important to understand that the inland flooding threat is extremely problematic,” he said.

MMG’s McHatten emphasized the complexity of addressing flood risk, given the environmental forces driving it.

“Warmer planet, warmer ocean, more precipitation, more wind,” he said, “as well as this dynamic of atmospheric rivers and what happens to them as they start to hit higher elevations.” He pointed out how such conditions – which led to cataclysmic rains in Ashville as well as in MMG’s home state of Maine and the mountains of Vermont – are exacerbated by population trends.

“People live near water because that’s where economy and commerce was,” he said. “The ability to adapt to dynamic conditions that are changing rapidly is super-difficult. We can’t just say, ‘Raise every house six feet’ that’s near a body of water.”

Hope amid the perils

American Family’s Emily Swift discussed the state of severe convective storm risk, which she said is tending to migrate from its historic domain of the U.S. Midwest toward the Southeast.

“As we’re seeing the impact of hurricanes move further west and severe convective storms move further east, that means a lot more risk exposure to our customers who are living in those regions,” she said. “However, I think there’s a lot of hope.”

Swift talked about emerging partnerships between the insurance industry and academia — particularly work being done through Industry-University Cooperative Research Centers (IUCRC) funded by the National Science Foundation (NSF) to better understand severe convective storms and develop innovative ways of addressing the risks they pose.

“I’m optimistic that, although we don’t know quite the direction where severe convective storms are heading, we at least have diversified our risks to better manage them” – thanks, in part, to the learnings derived from these partnerships, Swift said.

Kanzlemar reinforced Swift’s optimistic tone in discussing Milliman’s work around wildfire risk. In the midst of a growing insurance availability and affordability crisis in fire-prone states – particularly California – Milliman is partnering with the Insurance Institute for Building and Home Safety (IBHS) and and stakeholders in its Wildfire Prepared Home program to gather data to help inform insurance underwriting, as well as mitigation and prevention at the community level.

“Most insurers have data on type of structure, what the roof material is, the number of stories,” Kanzlemar said, “but a lot of the granular data around eave enclosures, ember-resistant vents, that data is typically not available, and almost no insurers had that data at a community level to account for adjacent risk.”

That’s the bad news, she said, but “the good news is in the kinds of solutions we’re working toward. Most insurers were willing to consider a contributory data model like a comprehensive loss-underwriting exchange for [wildland-urban interface (WUI)] data as long as there’s sufficient participation and reciprocity. That’s an effort that we’re calling the ‘WUI Data Commons’. ”

All the panelists agreed that such collaborative, data-driven approaches that respect consumer needs and interests at the community level were going to be key to solving natural catastrophe risk in our rapidly changing future.

Learn More:

Triple-I “State of the Risk” Issues Brief: Flood

Triple-I “State of the Risk” Issues Brief: Wildfire

Triple-I “State of the Risk” Issues Brief: Hurricane

Triple-I “State of the Risk” Issues Brief: Convective Storms

Resilience Investments Paid Off in Florida During Hurricane Milton

Hail: The “Death by 1,000 Paper Cuts” Peril

Accurately Writing Flood Coverage Hinges on Diverse Data Sources

Disaster Resilience, Insurance Industry, Insurers and the Economy, Legal Environment, Market Conditions, Risk Management

Climate Resilience and Legal System Abuse Take Center Stage In Miami

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Triple-I’s Joint Industry Forum this week in Miami brought together subject-matter experts from across insurance, academia, government, and the nonprofit space to discuss climate resilience, legal system abuse, and – most important – what is being done and must continue to be done to ensure insurance availability and affordability during this period of evolving perils and policy challenges.

The insight-rich and engaging panels and “Risk Takes” will be generating Triple-I blog content for weeks to come. The following is a brief wrap-up.

While our times are “riskier than ever,” Triple-I CEO Sean Kevelighan pointed out that the U.S. property/casualty insurance industry “is well poised to manage these risks.” At the same time, he and many participants noted that collaboration and coalition building are critical for long-term success.

With respect to climate resilience, such collaboration is already taking place. Veronika Torarp, a partner in PwC Strategy’s insurance practice and moderator of the Climate Resilience panel, discussed the multi-industry coalition PwC is developing with Triple-I and other partners. Marsh McLennan’s managing director for public sector Dan Kaniewski – who moderated the Success Stories panel – discussed a project funded last year by Fannie Mae and managed by the National Institute of Building Sciences (NIBS) that culminated in a roadmap to incentivize investment in urban flood resilience across “co-beneficiary” groups.. Triple-I played an integral role in the NIBS project, which is currently seeking communities and partners for implementation of the roadmap.

In the area of legal system abuse, there was much conversation around the benefits to Florida of recent reforms in terms of making the Sunshine State more attractive to insurers again by discouraging excessive and fraudulent litigation. Legal system abuse is a multi-headed monster that drives up costs for everyone – from home and car owners to businesses and taxpayers – and, although progress has been made to fight it in Florida and elsewhere, it is expanding as quickly as those states are able to advance in tamping it down. Triple-I’s Dale Porfilio moderated a lively panel on the topic that included Louisiana Insurance Commissioner Tim Temple; Farmers Insurance head of legislative affairs Jeff Sauls; Viji Rangaswami, senior vice president and chief public affairs officer for Liberty Mutual; and Jerry Theodorou, policy director for finance, insurance, and trade at the R Street Institute.

Peter Miller, president and CEO of The Institutes, moderated the Innovation panel, which included Denise Garth, chief strategy officer at Majesco; Paul O’Connor, vice president of operational excellence at ServiceMaster; Kenneth Tolson, global president for digital solutions at Crawford & Co.; and Reggie Townsend, vice president and head of the data ethics practice at SAS. These subject-matter experts discussed how generative AI and other technologies are transforming insurance strategy and operations and increasing opportunities to improve and advance this most human-centered industry.

All four panels – as well as the Risk Takes and the “Fireside Chat” featuring Kate Horowitz, executive vice president of The Institutes, and Casey Kempton, president of personal lines for Nationwide Insurance – will be reported on in greater detail in subsequent posts.

Industry Awards & Events, Insurance Industry, Risk Management

Predict & Prevent Podcast Honored By Inclusion Among ‘Insurance Luminaries’

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The Institutes’ Predict & Prevent® podcast has been named to PropertyCasualty360’s Insurance Luminaries Class of 2024 in the category of Risk Management Innovation. This annual recognition celebrates people and initiatives driving meaningful progress within the insurance sector, highlighting key advancements and forward-thinking approaches.

The podcast explores new ways to respond to some of the biggest risk challenges facing society today by working to better predict and prevent losses before they occur. This proactive approach is crucial in a rapidly changing world in which traditional risk-management methods – which focus on risk financing and responding after a loss – are becoming less sufficient.

By exploring new technologies and resilience strategies, the podcast addresses the urgency of mitigating current risk landscapes and paves the way for future advancements in risk prevention.

The Institutes is a nonprofit organization made up of diverse affiliates – including Triple-I – that educate, elevate, and connect people in the essential disciplines of risk management and insurance.

As the podcast rounds out its second year, its focus remains to empower the risk-management and insurance community with actionable insights and forward-thinking strategies. Those interested in exploring innovative technology and resilience solutions can listen to podcast episodes, access articles, and subscribe to the Predict & Prevent newsletter here.

Auto Insurance, Homeowners Insurance, Insurers and the Economy, Legal Environment, Market Conditions, Risk Management

Insurance Underwriting
and Economic Analysis: “Art and Science”

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By Lewis Nibbelin, Guest Blogger for Triple-I

Home and auto insurance premium rates have been a topic of considerable public discussion as rising replacement costs and other factors – from climate-related losses to fraud and legal system abuse – have driven rates up and, in some states, crimped availability and affordability of coverage.

It’s important for policyholders and policymakers to understand the role of economic conditions and trends in setting rates.  Jennifer Kyung, Property and Casualty Chief Underwriting Officer at USAA, opens a window into the complex world of underwriting and economics in a recent episode of Triple-I’s All Eyes on Economics podcast.

Kyung told podcast host and Triple-I Chief Economist and Data Scientist Dr. Michel Léonard that economic analysis “is critical to us in underwriting and as we manage our plan.” She described economics as “part of our muscle memory as underwriters” – adding that the economic uncertainty of recent years reinforces the need for underwriters to have “a very agile mindset.”

Underwriting and economics are “a little bit art and science,” representing a balancing act between sophisticated data analytics and creative problem-solving.

“When we think about sales and premiums for homeowners, we may look at things like mortgage rates or new home starts to indicate how the market is going,” Kyung said. “In auto, we might look at new vehicle sales or auto loan rates. These, in combination, help us look at macro-economic trends and the environment and how that might interplay with our volume projections. That helps us with financial planning, as well as operational planning.”

“It’s really critical to keep these on the forefront on an ongoing basis throughout the year,” she said, “so we can adjust as needed…. As our results come in, this gives context to the results.”

Through continual analyses of external market conditions and the internal quality and growth of your business, Kyung said, underwriters “can manage and mitigate some of the volatility and risk for our organizations.”

A tool she recommends for evaluating economic indicators is Triple-I’s replacement cost indices, which track the evolution of replacement costs throughout time across various lines of insurance and geographic regions. These indices enable insurers to synthesize raw economic data and insurance market trends, providing an auxiliary framework to bolster financial and operational planning.

Kyung said Triple-I offers additional insight into “local flavor,” or “understanding what the emerging issues are…related to the local environment,” through such tools as Issues Briefs and Insurance Economics Profilers. Recent supply-chain disruptions have accentuated the relationship between local and global economies, revealing the importance of employing local economic analytics to interpretations of broader insurance market patterns.

Such fusions can help facilitate efficient planning in the face of shifts in the insurance landscape.

The full interview is available now on Spotify, Audible, and Apple.

Business Insurance, Insurers and the Economy, Market Conditions, Risk Management, Workers Compensation

NCCI Event Shines a Light on Workers Comp

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William Nibbelin, Senior Research Actuary, Triple-I

The recent National Council on Compensation Insurance (NCCI) Annual Insights Symposium (AIS) in Orlando, Fla., provided important context and clarity around the state of the workers compensation line of business. As a new senior research actuary for Triple-I, my prior knowledge of this line could best be summarized by the following words from one peer-reviewed study of a reserving project I conducted more than two decades ago: Long-tail, unprofitable.

I recently assumed responsibility for forecast modeling of the property/casualty industry, which includes workers comp. In this role, I’d seen the line’s 2023 net combined ratio at 87 – the lowest (ie., most profitable) in the past five years. But I did not yet have deep understanding of the underlying trends driving these numbers.

I saw the AIS as an opportunity to gain that knowledge, and the event delivered.

The net combined ratio of 87 – as reported by Triple-I using National Association of Insurance Commissioners (NAIC) data sourced by S&P Global Market Intelligence – was also the ninth straight calendar year in a row under 100. According to NCCI, the success of the workers comp line in recent years represents the convergence of three factors:

  • Payroll increases
  • Moderate severity increases, and
  • Larger-than-expected frequency declines.

 “The overall numbers for workers compensation show a financially healthy system,” said Donna Glenn, NCCI’s chief actuary.

Payroll increases

The line’s 2023 direct written premium (DWP) increased 2.6 percent nationally – due primarily to another strong year of payroll growth at 6.2 percent, according to NCCI.Rising wages contributed the most to that figure, with increases in all industry sectors resulting in a combined wage growth of 3.9 percent.  Improved job creation contributed 2.3 percent, with all sectors except transportation and warehousing seeing increased employment. Payroll growth was partially offset by state-approved premium rate decreases.

Moderate severity increases

Claim severity remains moderate year over year, at 3 percent in 2023, despite indemnity claim severity at 5 percent. Medical claim severity for 2023 trended at a low 2 percent, in line with the 20-year trend of 1.8 percent and below the 3.5 percent in 2022. Medical claims less than $500,000 increased 5 percent; however, claims above $500,000 decreased 16 percent, driven primarily by several large losses in 2022.

Also, more states have adopted physician medical fee schedules from 2012 to 2022, which has shifted medical cost category shares from more expensive inpatient claims to outpatient claims, as well as lower drug claims. Outpatient claims increased from 23 percent of all claims to 27 percent and drug claims decreased from 12 percent to 7 percent of all claims.

Larger-than-expected frequency declines

Overall claim frequency decreased 8 percent in 2023, compared to the 20-year average decrease of 3.4 percent. Workers compensation claims frequency has only increased twice in the past 20 years – once in 2010 from the destabilization in the construction sector in 2009 and again in 2021 from COVID-19 impacts in 2020.

From 2015 to 2022, workers comp claims frequency benefited from workplace safety improvements and technology advances, which helped the decline in all cause of injury categories, including the two largest shares of strain and slip/falls. During this same period, the largest decline in claim frequency by part of the body was in lower-back claims. Finally, the recent slowing employment market churn has also improved claim frequency as claims decline when job tenure rises.

Stephen Cooper, senior economist at NCCI, speaking on the state of the economy and its impact on workers comp, said job growth and steadily increasing wage rates continue to favor the workers compensation system. He also gave an overview of the contribution to labor force by age and generation from 1980 to 2030, including changes in claim share from 2020 actuals to 2030 forecasts. Overall, the double-digit growth in labor force of 24 percent in 2000 over 1980 and 18 percent in 2020 over 2000 is expected to fall to only 4 percent in 2030 over 2020.

The only age group with an expected increasing contribution to the labor force from 2020 to 2030 are those age 65 and older. The contribution to labor force for the age group 16 to 24 is expected to remain flat from 2020 to 2030 however their representative share of Workers Compensation claims has the largest expected increase from 9% to 11 percent.

Beyond the numbers

 The symposium provided valuable insight into several factors affecting workers comp, including the role of AI and innovation in workplace safety technology. In a panel moderated by Damian England, NCCI’s executive director of affiliate services, the audience got to see a demonstration of AI camera monitoring of warehouse employee activity and the use of wearable technology to highlight improper lifting techniques.

“It is clear that safety technologies will be a vital part of future safety initiatives,” England said. “They may even be a gamechanger for evaluating and improving workplaces and reducing injuries.”

AIS also touched on challenges facing today’s workers, from climate to mental health.

“Our new NCCI research shows worker injuries increase by as much as 10 percent on very hot days, as well as on wet and freezing days, compared to mild weather,” said Patrick Coate, NCCI senior economist. “High temperatures impact construction and other outdoor workers most, while cold and wet weather leads to a lot more slip and fall injuries.”

Anae Myers, assistant actuary at NCCI, focused on the difference between claims that include mental health diagnosis versus those that do not.

“New research from NCCI shows that claims exceeding $500,000 are 12 times more likely to be diagnosed with an associated mental condition during the course of treatment, underscoring the potential for the impact of mental health in large claims,” Myers said.

I left the conference with a better understanding of workers comp rate making and the indices to track for future forecasts. Many thanks to Cristine Pike and Madison White at NCCI for their hospitality and guidance, as well as to all the attendees who patiently provided their expertise and generously offered their support when I introduced myself to them and to this stunning line of insurance.

Catastrophes, Disaster Resilience, Flood Insurance, Floods, Risk Management

Accurately Writing
Flood Coverage Hinges on Diverse Data Sources

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Flood risk is not only one of the most destructive perils facing property owners; it is among the most complicated forms of coverage for property/casualty insurers to underwrite. For decades, the private market wouldn’t cover flood risk, which is why the National Flood Insurance Program had to be established.

But improved data collection and the availability of practically unlimited computing power have changed the equation for insurers, according to Anil Vasagiri, senior vice president for property solutions at Swiss Re. In a recent Executive Exchange with Triple-I CEO Sean Kevelighan, Vasagiri discussed the developments that have helped turn flood from a nearly untouchable peril to a burgeoning area of opportunity for insurers.

Over 90 percent of natural catastrophes involve flood in some way or another.  Vasagiri said the ability to use multiple data sources in understanding flood conditions of specific properties helps insurers more accurately underwrite flood and help policyholders proactively address their own exposure to the peril. 

“Increased information leads to increased capacity,” Vasagiri said – a fact that bodes well for improving insurance availability and affordability and evidenced by the increased number of private insurers writing flood coverage since 2016.

The timing of the private market’s increasing appetite for flood risk is fortuitous, as it coincides with Risk Rating 2.0, NFIP’s new pricing methodology that aims to make the government agency’s flood insurance premium rates more actuarially sound and equitable by better aligning them with individual properties’ flood risk. As NFIP rates become more aligned with principles of risk-based pricing, some policyholders’ prices are expected to fall, while many are going to rise.

In the Executive Exchange, Vasagiri discussed the Swiss Re’s acquisition of Fathom – a U.K.-based company specializing in water-related risks – as part of the company’s ongoing commitment to helping close the flood protection gap.

Learn More:

Triple-I “State of the Risk” Issues Brief: Flood

Triple-I “Trends and Insights” Issues Brief: Risk-Based Pricing of Insurance

Lee County, Fla., Towns Could Lose NFIP Discounts

Miami-Dade, Fla., Sees Flood Insurance Rate Cuts, Thanks to Resilience Investment

Milwaukee District Eyes Expanding Nature-Based Flood Mitigation Plan

Attacking the Risk Crisis: Roadmap to Investment in Flood Resilience