All posts by Jeff Dunsavage

Insurers Need to Lead
on Ethical Use of AI

 

Every major technological advancement prompts new ethical concerns or shines a fresh light on existing ones. Artificial intelligence is no different in that regard. As the property/casualty insurance industry taps the speed and efficiency generative AI offers and navigates the practical complexities of the AI toolset, ethical considerations must remain in the foreground.  

Traditional AI systems recognize patterns in data to make predictions. Generative AI goes beyond predicting – it generates new data as its primary output.  As a result, it can support strategy and decision making through conversational, back-and-forth “prompting” using natural language, rather than complicated, time-consuming coding.

A recently published report by Triple-I and SAS, a global leader in data and AI, discusses how insurers are uniquely positioned to advance the conversation for ethical AI – “not just for their own businesses, but for all businesses; not just in a single country, but worldwide.” 

AI inevitably will influence the insurance sector, whether through the types of perils covered or by influencing how insurance functions like underwriting, pricing, policy administration, and claims processing and payment are carried out. By shaping an ethical approach to implementing AI tools, insurers can better balance risk with innovation for their own businesses, as well as for their customers.

Conversely, failure to help guide AI’s evolution could leave insurers — and their clients — at a disadvantage. Without proactive engagement, insurers will likely find themselves adapting to practices that might not fully consider the specific needs of their industry or their clients. Further, if AI is regulated without insurers’ input, those regulations could fail to account for the complexity of insurance – leading to guidelines that are less effective or equitable.

“When it comes to artificial intelligence, insurers must work alongside regulators to build trust,” said Matthew McHatten, president and CEO of MMG Insurance, in a webinar introducing the report. “Carriers can add valuable context that guides the regulatory conversation while emphasizing the value AI can bring to our policyholders.” 

During the webinar, Peter L. Miller, CPCU, president and CEO of The Institutes, noted that generative AI already is helping insurers “move from repairing and replacing after a loss occurs to predicting and preventing losses from ever happening in the first place,” as well as enabling efficiencies across the risk-management and insurance value chain.

Jennifer Kyung, chief underwriting officer for USAA, discussed several use cases involving AI, including analyzing aerial images to identify exposures for her company’s members. If a potential condition concern is identified, she said, “We can trigger an inspection or we can reach out to those members and have a conversation around mitigation.”

USAA also uses AI to transcribe customer calls and “identify themes that help us improve the quality of our service.”  Future use cases Kyung discussed include using AI to analyze claim files and other large swaths of unstructured data to improve cost efficiency and customer experience.

Mike Fitzgerald, advisory industry consultant for SAS, compared the risks associated with generative AI to the insurance industry’s early experience with predictive models in the early 2000s. Predictive models and insurance credit scores are two innovations that have benefited policyholders but have not always been well understood by consumers and regulators.  Such misunderstandings have led to pushback against these underwriting and pricing tools that more accurately match risk with price.

Fitzgerald advised insurers to “look back at the implementation of predictive models and how we could have done that differently.”

When it comes to AI-specific perils, Iris Devriese, underwriting and AI liability lead for Munich Re, said, “AI insurance and underwriting of AI risk is at the point in the market where cyber insurance was 25 years ago. At first, cyber policies were tailored to very specific loss scenarios… You could really see cyber insurance picking up once there was a spike of losses from cyber incidents. Once that happened, cyber was addressed in a more systematic way.”

Devriese said lawsuits related to AI are currently “in the infancy stage. We’ve all heard of IP-related lawsuits popping up and there’ve been a few regulatory agencies – especially here in the U.S. – who’ve spoken out very loudly about bias and discrimination in the use of AI models.”

She noted that AI regulations have recently been introduced in Europe.

“This will very much spur the market to form guidelines and adopt responsible AI initiatives,” Devriese said.

The Triple-I/SAS report recommends that insurers lead by example by developing their own detailed plans to deliver ethical AI in their own operations. This will position them as trusted experts to help lead the wider business and regulatory community in the implementation of ethical AI. The report includes a framework for implementing an ethical AI approach.

LEARN MORE AT JOINT INDUSTRY FORUM

Three key contributors to the project – Peter L. Miller, Matthew McHatten, and Jennifer Kyung — will share their insights on AI, climate resilience, and more at Triple-I’s Joint Industry Forum in Miami on Nov. 19-20. 

Executive Exchange: Using Advanced Tools
to Drill Into Flood Risk

Analysis based on precise, granular data is key to fair, accurate insurance pricing – and is more important than ever before in an era of increased climate-related risks. In a recent Executive Exchange discussion with Triple-I CEO Sean Kevelighan, a co-founder of Norway-based 7Analytics discussed how his company’s methodology – honed by use in the oil and gas industry – can help insurers identify opportunities to profitably write flood coverage in what might seem to be “untouchable” areas.

7Analytics uses hydrology, geology, and data science to develop high-precision flood risk data tools.

“We are four oil and gas geologists behind 7Analytics,” said Jonas Torland, who also is the company’s chief commercial officer, “and between us we’ve spent 100 years chasing fluids in the very complicated subsurface.”

Torland believes his firm can bring a new level of refined expertise to U.S. insurers seeking to pinpoint pockets of insurability against flood.

“Instead of analyzing faults and carrier beds, we’re now analyzing streams and culverts and changing land-use features,” Torland told Kevelighan. “I think the approach we bring is brilliant for problems related to climate and population migration and urban pluvial flooding in particular.”

Torland said he hopes his company can help close the U.S. flood protection gap by giving private insurers the comfort levels and incentives they need to write the coverage. While more insurers have been covering flood risk in recent years, the National Flood Insurance Program (NFIP) still underwrites the lion’s share of flood risk.

NFIP’s recently reformed pricing methodology, Risk Rating 2.0 – which aims to make the government agency’s premium rates more actuarially sound and equitable by better aligning them with individual properties’ risk – has created concerns among policyholders whose premiums are rising as rates become more aligned with principles of risk-based pricing.

As the cost of participating in NFIP rises for some, it is reasonable to expect that private insurers will recognize the market opportunity and respond by applying cutting-edge data and analytics capabilities and more refined pricing techniques to seize those opportunities. This is where Torland believes 7Analytics can help, and he noted that the company had already had some positive test results in flood-prone Florida.

Kevelighan agreed that solutions like those provided by 7Analytics are what is needed to help private insurers close the flood insurance gap. Insurers are telling Triple-I as much.

“I think we can all agree that the current way we review flood risk is antiquated,” Kevelighan said. “So we’ve got to bring that new technology, that new innovation to begin changing behaviors and changing how and where we develop and how we live.”

Learn More:

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

Accurately Writing Flood Coverage Hinges on Diverse Data Sources

Lee County, Fla., Towns Could Lose NFIP Flood Insurance 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

Insurers Tackle Food Insecurity in 30th Year
of Philanthropy

By Loretta Worters, Vice President, Media Relations, Triple-I

One in five U.S. children is unsure where they will get their next meal, according to the U.S. Department of Agriculture. In 2022, 33 percent of single-parent families experienced food insecurity, and the problem is especially acute for families of color and households headed by single mothers.

The Insurance Industry Charitable Foundation is observing Hunger Action Month – a nationwide effort held every September– by raising funds in its ongoing fight against childhood hunger throughout its 30th anniversary year in 2024.

On average, IICF provides up to five meals for every dollar contributed, working with 11 nonprofit partners that serve communities across the United States and United Kingdom.  Donors to the IICF 30th Anniversary Celebration are recognized on its website as IICF Children’s Champions for contributions of $1,000 or greater and all donors contributing $30 or more.

Donors giving $30 or more can enroll for a complimentary year of IICF Global Membership, which provides exclusive volunteer opportunities and a network of philanthropically minded insurance professionals, noted IICF CEO Bill Ross.

 “We convened an IICF 30th Anniversary Committee of 35 industry leaders in the new year to help lead and advance our 30th campaign to raise funds for hungry children,” Ross said. “Seven insurance companies are leading internal company campaigns in support of IICF’s 30th, raising and matching funds for hungry children: CNA, Burns & Wilcox, Falvey Insurance Group, Lockton, Markel, RT Specialty and The Hartford. We hope more companies and individuals will participate.”

The IICF has approximately 400 individual donors to date.  For every 100 new donors, at only $30 each, that’s thousands of meals they can deliver to children in need.

“As we look back at 30 years of the IICF, it is encouraging to know we have grown from an effort primarily serving California, with approximately 20 board members, to now expanding as a national and growing international industry foundation with more than 800 insurance professionals, providing personal leadership and volunteer support, serving on IICF’s international and local boards and committees,” said Ross. 

“Throughout our 30 years, IICF has maintained a focus on children at risk, education and food insecurity. Each of our divisions encompasses these focus areas, as well as additional areas of need specific to each region, including military veterans, the environment, and social mobility,” he said.

“It is always important to recognize where we started as a foundation, and our vision remains the same today. The IICF is here to represent the insurance industry in a united philanthropic effort by providing grants in local communities, industrywide volunteer service and ongoing opportunities for leadership in our communities and our industry.”

More Work Needs to be Done

Since 2020, IICF has raised $1.8 million and delivered three million meals through its Children’s Relief Fund, which was launched in response to the global pandemic. But more needs to be done.  For those that wish to donate, the IICF is grateful to these acts of kindness. 

Ross summed it up best: “When we unite to help others, great things happen for everyone – communities, our neighbors in need and our industry!”

Despite Improvements, Louisiana Is Still
Least Affordable State for Auto Insurance

Max Dorfman, Research Writer, Triple-I

Louisiana’s personal auto insurance affordability improved to 2.67 percent of median household income in 2022 – down from 2.93 percent in 2020 – but it retains the dubious distinction of being the least affordable state, Triple-I’s chief insurance officer told the Louisiana House Insurance Committee in recent testimony.

Dale Porfilio – who also is president of the Insurance Research Council (IRC) – said that by nearly every metric the state’s insurance cost drivers are well above the national average:

  • Accident frequency – Louisiana is 16 percent higher than the national average;
  • Repair cost severity – Louisiana is 9 percent higher;
  • Injury claim relative frequency – Two out of every four property damage claims (when cars hit cars) in Louisiana result in bodily injury claims (49 percent), twice the one out of every four (25 percent) across all states;
  • Medical utilization – Louisiana is 47 percent higher;
  • Attorney involvement – Louisiana is 24 percent higher;
  • Underinsured motorists – At-fault drivers in Louisiana have insufficient liability insurance limits in over 35 percent of multi-car accidents, over twice the 16 percent U.S. average; and
  • Claims litigation – Litigation over personal auto claims in Louisiana is more than twice the national average, surpassed only by Florida.

Porfilio noted that for auto insurance affordability to improve, overall expected losses will need to be reduced. Legislation to reduce one or more of these key cost drivers would be helpful, Porfilio said.

As Triple-I and IRC previously reported, the combination of high insurance expenditures and low median income make Louisiana a difficult state in which to lower costs. The frequency of hurricanes hitting the state increases homeowners insurance costs, and the high cost of reinsurance has contributed to the Louisiana’s insurance woes.

In fact, in 2020 and 2021, in the wake of Hurricane Laura and Hurricane Ida, insurers paid out more than $23 billion in insured losses from over 800,000 claims filed.

While Louisiana policymakers were confident a $45 million fund approved in February 2023 to encourage insurers to write property insurance business in the state would help stabilize the market, insurance commissioner Jim Donelon recognized that the approved grants are only the first step toward reducing homeowners’ insurance rates.

As Porfilio’s testimony demonstrated – and the market has dictated – more work is needed to lower costs for consumers and insurers in Louisiana.

Georgia Is Among the Least Affordable States for Auto Insurance

By Max Dorfman, Research Writer, Triple-I

Georgia’s personal auto insurance affordability has significantly worsened over the past decade and a half, making it one of the least affordable states, according to a new report by the Insurance Research Council (IRC) – a division of The Institutes, like Triple-I.

The study, Personal Auto Insurance Affordability in Georgia, ranks the state 47th in terms of auto insurance affordability. Only four other states – Louisiana, Florida, Mississippi, and New York – are less affordable. In 2006, Georgia was the 27th most affordable state.

Personal auto insurance expenditures in Georgia accounted for two percent of the median household income in 2022 (the latest year for which expenditure data is available). This is compared with 1.5 percent nationally.

Key findings:

  • From the mid-2000s through 2014, Georgians spent about the same on auto insurance as other Americans. In the mid-2010s, however, auto insurance expenditures in Georgia began escalating. Between 2014 and 2022, auto insurance spending in Georgia grew 5.6 percent annualized, compared with 3.3 percent in the country overall and faster than in any other state. In 2022, Georgia’s average expenditure of $1,347 was 20 percent higher than the U.S. average.
  • Affordability issues in Georgia’s auto insurance market stem from multiple factors — many of which have been faced by the rest of the country — including economic inflation, rising replacement costs, risky driving behavior, and legal system abuse. However, several key cost drivers are higher in Georgia, including propensity to file injury claims, number of underinsured motorists, and claim litigation.
  • Auto insurance litigation is a growing concern in Georgia, especially as tort reform in neighboring states may be pushing law firms in those states to seek opportunities elsewhere. Georgia has experienced elevated attorney advertising rates, particularly in television advertising.

“Uninsured and underinsured motorists are both a symptom and a cause of affordability issues,” said Dale Porfilio, FCAS, MAAA, president of the IRC. “When affordability deteriorates, whether from increasing costs or slower income growth, increasing numbers of motorists may choose to lower the policy limits or to forgo the mandated insurance completely.”

Porfilio, who is also Chief Insurance Officer of Triple-I, noted that the resulting need for drivers to purchase uninsured motorist (UM) and underinsured motorist (UIM) protection further increases average insurance expenditures.

“Both the UM and UIM rates are higher than average in Georgia,” he said. “The UIM rate is especially high in the state: Georgia’s UIM rate has been increasing steadily and was the third-highest rate in the country in 2022.”

Report: No-Fault Reforms Improved Michigan’s Personal Auto Insurance Affordability

By Max Dorfman, Research Writer, Triple-I

Michigan personal auto insurance affordability improved markedly after enacting substantial auto insurance reform in 2019, according to a new report by the Insurance Research Council (IRC) – like the Triple-I, a division of The Institutes

The study, Personal Auto Insurance Affordability in Michigan, found that personal auto insurance expenditures accounted for 1.9 percent of the median household income in Michigan in 2022 (the last year the data is available), a decline of half-a-percent from the pre-reform peak. Michigan’s expenditure share remains higher than the percentage in the overall U.S. and forty-four other states.

Other key findings from the report include:

  • Before the reforms, Michigan drivers were required to purchase unlimited personal injury protection (PIP) coverage; in comparison, the second highest mandated amount of PIP coverage was $50,000 in New York. The unlimited medical benefits and other features, such as attendant care benefits and no medical fee schedule, led to Michigan’s extremely high average auto injury claim severity, which has been the primary cost driver in the state.
  • In 2022, Michigan households spent $1,319 to insure each vehicle, nearly 20 percent above the national average. However, in the years since reform, expenditures have fallen in Michigan while increasing in almost every other state. From 2019 to 2022, the average expenditure for auto insurance in Michigan fell 12 percent compared with an increase of five percent in the U.S. overall.
  • Uninsured and underinsured motorists are both a symptom and cause of affordability issues. In 2019, Michigan had the highest rate of uninsured drivers in the country, with more than one in four motorists lacking the required liability coverage. The uninsured motorist rate in Michigan dropped by 5 percent between 2020 and 2022.

“Efforts to improve auto insurance affordability in Michigan must begin with the underlying cost drivers: injury claim severity and litigation,” said Dale Porfilio, FCAS, MAAA, president of the IRC. “The average amount paid per auto claim for auto injury insurance is dramatically higher in Michigan, more than double the U.S. average and one and a half times the second highest state.”

Porfilio, who is also Chief Insurance Officer of the Insurance Information Institute (Triple-I), noted that the 2022 affordability data does not fully reflect many recent countrywide challenges to affordability, such as economic inflation, higher replacement costs, legal system abuse, and deteriorating driving behavior. “However, the movement of several key indicators illustrate the positive effect of the Michigan policymakers’ efforts to improve affordability in their state.”

Economic & Actuarial Analyses Ensure Our
“Best Pick Is Our Last Pick”

By Lewis Nibbelin, Guest Blogger for Triple-I

Insurance underwriting and pricing require a clear view of loss experience and reliable economic projections. Today’s dynamic environment – marked by historically high inflation, climate-related risks, and regulatory constraints that vary widely by state – complicate such projections while making them more important than ever.

“Actuarial ratemaking is prospective in nature, but you have to look at history to be able to do that,” explained Dale Porfilio, Triple-I’s Chief Insurance Officer and President of the Insurance Research Council (IRC), in an interview for the All Eyes on Economics podcast. “A core part of that actuarial ratemaking is to say, ‘How are losses different? How have they trended? How are they going to grow?’”

Current economic uncertainty – particularly via rising replacement costs and high general inflation – presents a myriad of evolving factors many actuaries may struggle to contextualize.

“It just takes a while to get through the timeline of claims occurring and losses getting paid,” Porfilio told host and Triple-I Chief Economist and Data Scientist Dr. Michel Léonard. “We can already be in a cycle of increasing or decreasing inflation, and you won’t see it in losses yet… You’re going to see it faster from economic indicators than you’re going to see it in insurance.”

For economists and actuaries alike, projections are data-driven inferences. Using multiple data sources and various forms of sophisticated analysis all strengthen the precision of those inferences.

For example, IRC – like Triple-I, an affiliate of The Institutes – is developing a database that aggregates detailed personal auto injury claims information from numerous insurers. It encompasses five and a half years’ worth of data on not only the total claim payout, but the specific injuries and care within each claim file.

A database of this magnitude has the potential to help insurance carriers improve the accuracy of pricing and underwriting. More important, this research will help policymakers and carriers identify opportunities to reduce claim costs, which can improve the affordability of personal auto insurance.

Ultimately, synthesizing diverse perspectives reduces the role of luck for insurers when setting rates. 

Triple-I works to provide a “combined wisdom,” Porfilio said, through the quarterly Insurance Economics and Underwriting Projections: A Forward View, a joint report with Milliman. The report presents an underwriting projection model which – by using P/C replacement cost indices and economic growth data as leading indicators – is both actuarially and economically sound.

Understanding economic trends is crucial, but understanding how risk influences these trends is equally important. Ongoing geopolitical risk, for instance, continues to strain global supply chains, and integrating this information into underwriting projections is one way to build resilience against disruptions.

“Learning to speak as an economist or an actuary is another language,” Porfilio said, and resources such as Triple-I’s Chart of the Week serve to simplify the sharing of economic research for insurers and consumers.

This wealth of available data analysis ensures that “our best pick is our last pick,” Porfilio said. “We’re always putting our best answer on the page to share the best insights that we can…and educate and inform as wide of an audience as possible.”

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

NCIGF Moves Ahead
to Support Insurers

By Max Dorfman, Research Writer, Triple-I

For the last 35 years, the National Conference of Insurance Guaranty Funds (NCIGF) – an organization dedicated to serving 55 property/casualty state guaranty funds – has provided operational support; communications, education, and outreach; as well as public policy management for these organizations.

State guaranty funds make up a privately funded, nonprofit state-based national system that pays covered claims up to a state’s legally allowable limits, protecting policyholders if their insurer becomes insolvent. There are 55 such funds because some states have more than one.

“All states have a property/casualty guaranty association, and some have a workers compensation guaranty association,” NCIGF President and CEO Roger Schmelzer explained in a recent “Executive Exchange” with Triple-I CEO Sean Kevelighan.

“We’re not claims payers,” Schmelzer said, “We try to do things for our members that they wouldn’t be doing for themselves or that it’s better to be doing in one place.”

For nearly five decades, the guaranty fund system has paid out more than $35 billion to cover claims against about 600 insolvencies.

“Through the years, the system has successfully met every challenge that’s come its way, and has been instrumental in supporting the insurance promise,” Schmelzer said.

NCIGF recently announced its updated organizational strategy, which focuses on:

  • Pre-liquidation planning with regulators and receivers,
  • Understanding and preparing for the changing landscape in insolvencies, and
  • Seeking shared solutions to common problems among state associations.

“We want to understand better the trends and factors that could lead to insolvency,” Schmelzer said. “Then we want to do everything we can with our members, working through our educational arm, to make sure members are prepared for whatever those trends might bring.”

Economic Analysis Matters More Than Ever
in “Golden Age” of Data

By Lewis Nibbelin, Guest Blogger for Triple-I

Though data collection and curation have always been critical to insurance underwriting, advancements in artificial intelligence and data analytics have revolutionized how data is aggregated and applied to risk assessment and pricing.

This, in turn, increases the importance of economic analysis in insurance. 

“We are able to understand correlation better and make better predictions to prevent risks that formerly we were just being reactive to,” explained Josh Landau, President of the International Insurance Society (IIS), in an interview for the All Eyes on Economics podcast.

While AI and sophisticated models can gather and organize larger, more complex data sets in more interesting ways far more quickly than ever before, they can’t make the sorts of assessments or draw the kinds of salient conclusions that economists and actuaries can. 

“Drawing a conclusion would be impossible for AI to do,” Landau told host and Triple-I Chief Economist and Data Scientist Dr. Michel Léonard. “Really understanding where these non-correlated issues are impacting each other and how they’re impacting decisions, that’s where I see the economist’s role.”

Similarly, while automation may expedite data processing, critical thinking and socioemotional skills have never been more crucial for underwriters. Adaptability to technological developments, as well as the ability to meaningfully interpret intricate datasets, are necessary within a constantly evolving insurance landscape.

For example, the use of telematics to track actual driving behavior has contributed to more accurate underwriting and pricing, supporting the emergence of usage-based auto insurance.  A 2022 survey by the Insurance Research Council found that 45 percent of drivers made significant safety-related changes in how they drove after participating in a telematics program. An additional 35 percent said they made small changes in their driving behavior.

Ethical concerns surrounding the use of AI further underscore the significance of critical interpretation by humans.

Due to its many extensive investments and ability to determine what projects to insure – or not to — the insurance industry has an “outsized influence,” Landau said.

“As a result of that awesome depth and breadth of resources,” he said, “it’s important for carriers “to understand how they navigate through this responsibility, how they interact – not only with each other, but also with industry leaders and government leaders.” 

The digitized space’s potential for inaccuracies, biases, and data breaches presents a dilemma for stakeholders at every level, so managing these risks must always take precedence. 

Human oversight, diversity in AI training datasets, transparency about use of AI, and responsiveness to stakeholder feedback are all ways for insurers to utilize automated technologies while upholding the industry’s commitment to equity and security.

IIS – like Triple-I, an affiliate of The Institutes – facilitates industry dialogue through targeted webinars and its annual Global Priorities Survey and corresponding Global Insurance Forum (GIF), the next of which is held this upcoming November in Miami, Fla., in coordination with Triple-I’s Joint Industry Forum (JIF). Registration for GIF is available here. You can register for JIF here.

The full interview is available now on SpotifyAudible, and Apple.

Triple-I Brief Discusses Homeowners Insurance Market Challenges

By Max Dorfman, Research Writer, Triple-I

Homeowners insurance costs have continued to consistently rise in the wake of the pandemic, alongside several other challenges, according to a new Triple-I Issues Brief.

The COVID-19 pandemic and Russian invasion of Ukraine sparked inflation – particularly with regard to replacement costs due to material shortages. Replacement-cost inflation has been exacerbated by a tight labor market. Even before the pandemic, loss costs had been rising steadily for some time, leading to homeowners insurance premiums climbing consistently from 2001 to 2021, according to the Insurance Research Council (IRC).

These cost factors, combined with rising losses related to natural catastrophes, have contributed to insurance affordability and availability issues, which vary by state. Disaster-related losses have increased over the past 30 years, due mostly to increasing severity of hurricanes and convective storms.

The brief notes that these costs surpassed household income growth, leading to decreased insurance affordability for many U.S. consumers. As expected, disaster-prone states have the least affordable homeowners insurance. The IRC ranks Florida as the state with the least-affordable coverage in the country.

Additionally, legal system abuse, which includes false claims of damage to homes. This has been a common issue in disaster-prone areas, where claims of roof damage, in particular, have substantially increased insurance costs.

The brief states that consumers and policymakers should be cognizant of the dynamics underlying these price shifts and understand why insurers must be forward looking in their approach to pricing these policies.

Learn More

Florida Homeowners Premium Growth Slows as Reforms Take Hold, Inflation Cools

IRC: Homeowners Insurance Affordability Worsens Nationally, Varies Widely By State

Homeowners Insurance Costs Exceeded Inflation From 2000 to 2020

Facts + Statistics: Homeowners and Renters Insurance