Analytics Archives - ¾ÅÉ« Research https://www.carriermanagement.com/research/research-topics/analytics/ Insurance Whitepapers, Research, Webinars, Surveys Tue, 13 Dec 2022 23:14:22 +0000 en-US hourly 1 https://wordpress.org/?v=6.9.4 Ready, Set… Activate! Advanced Risk Analytics for Wildfire & Flood in the U.S. /research/research/ready-set-activate-advanced-risk-analytics-for-wildfire-flood-in-the-u-s/ Tue, 18 Aug 2020 14:17:23 +0000 /research/?post_type=research&p=16797 Now available on demand! The past several years have seen increasingly severe flooding and wildfires in the US – and it’s forced the industry to rethink their approach to managing these disasters. From Super Storm Sandy, to Hurricane Harvey, to the recent California Wildfire seasons, it’s no surprise that the industry is still recovering from … more

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Now available on demand!

The past several years have seen increasingly severe flooding and wildfires in the US – and it’s forced the industry to rethink their approach to managing these disasters.

From Super Storm Sandy, to Hurricane Harvey, to the recent California Wildfire seasons, it’s no surprise that the industry is still recovering from decades of losses to capital reserves. The solution has become clear. Today’s (re)insurance carriers and regulators need to actively manage this risk.

In this webinar, Michael Young, Vice President – Model Development at RMS will explore how new data and advanced risk analytics can help you to understand how to actively manage your exposure to this new (ab)normal. Whether you’re looking for profitable (re)insurance opportunities or you’re interested in understanding just how interconnected these risks are to the rest of your portfolio, join this webinar to understand how you can actively prepare for the seasons ahead.

Michael Young is an expert in modeling catastrophic climate perils for the insurance and re-insurance industry. During his 15 years with RMS, he has led teams that developed hurricane, convective storm, and flood models. Currently product manager of the RMS N. America Wildfire models suite, Michael has also worked as a lead wind vulnerability engineer, a director of claims and exposure development, and as the head of the mitigation practice.
Prior to RMS he worked in commercial wind-tunnel laboratories doing studies on wind loads for a variety of buildings. Michael has led studies of insurance mitigation programs for the state of Florida, as well as the World Bank. Michael holds a BS in Civil Engineering from the University of Alberta and an MS from the Western University in Canada in Wind Engineering.

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Driving Safety: Undertaking a Technology Transformation to Create Safer Roads /research/research/driving-safety-undertaking-a-technology-transformation-to-create-safer-roads/ Wed, 04 Mar 2020 15:05:39 +0000 /research/?post_type=research&p=16385 Now available on demand! Indiana-based Protective Insurance has nearly 100 years of experience safeguarding fleets of trucks and their drivers. As new datasets such as IoT and traffic data have become more readily available, and advanced technologies like distributed computing become more ubiquitous, the senior leadership team at Protective has conceived a bold vision for … more

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Now available on demand!

Indiana-based Protective Insurance has nearly 100 years of experience safeguarding fleets of trucks and their drivers. As new datasets such as IoT and traffic data have become more readily available, and advanced technologies like distributed computing become more ubiquitous, the senior leadership team at Protective has conceived a bold vision for the future.

Join in to hear Jeremy Johnson, CEO of Protective, discuss their technology transformation journey and how they plan to use technology and data science to drive profitable growth by making the roads safer.
The panel will discuss:

  • The planned transformation journey to implement an integrated underwriting workbench and policy administration system
  • How this will drive automation and evidence-based underwriting
  • How the resulting data insights will lead to development of new safe driver incentives.

Join in to listen to our panelists discuss their ultimate goal to leverage Two Sigma Insurance Quantified’s cloud-first underwriting workbench and data science capabilities to provide insights to incentivize safer driving behaviors from Protective’s customers.

Meet our speakers

  Jeremy Johnson, CEO, Protective Insurance

Barry Liang, VP Solution Architect, Two Sigma Insurance Quantified (TSIQ)

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Deloitte 2019 Insurance Outlook Report /research/research/deloitte-2019-insurance-outlook-report/ Mon, 15 Apr 2019 17:26:25 +0000 /research/?post_type=research&p=15820 Growing economy bolsters insurers, but longer-term trends may require transformation, states Deloitte Center for Financial Services, in its new outlook report. Gain insights into the following industry trends: Technology Future of work Product development Merger & acquisition Regulations Sustainability Cyber risk Privacy Tax Reform We thank Deloitte Center for Financial Services for sharing this report … more

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Growing economy bolsters insurers, but longer-term trends may require transformation, states Deloitte Center for Financial Services, in its new outlook report.

Gain insights into the following industry trends:

  • Technology
  • Future of work
  • Product development
  • Merger & acquisition
  • Regulations
  • Sustainability
  • Cyber risk
  • Privacy
  • Tax Reform

We thank Deloitte Center for Financial Services for sharing this report with our audience.

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M&A Insurance – The New Normal? /research/research/ma-insurance-the-new-normal/ Thu, 01 Nov 2018 19:09:22 +0000 /research/?post_type=research&p=15544 We thank AIG for sharing this 3rd annual report, providing insights from the analysis of claims on AIG’s representations and warranties insurance. Data from more than 400 claims, spanning policies covering approximately 2,000 deals, worth more than $700 billion in deal value revealed that claims are likely to be a constant feature in M&A deals … more

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We thank AIG for sharing this 3rd annual report, providing insights from the analysis of claims on AIG’s representations and warranties insurance. Data from more than 400 claims, spanning policies covering approximately 2,000 deals, worth more than $700 billion in deal value revealed that claims are likely to be a constant feature in M&A deals going forward.

-Claims Intelligence Series, AIG

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2017 Hurricane Season: Review and Analysis /research/research/2017-hurricane-season-review-and-analysis/ Tue, 05 Jun 2018 20:36:39 +0000 /research/?post_type=research&p=15210 Perhaps the biggest surprise of the 2017 hurricane season was the wide disparity between the catastrophe model loss estimates. The actual losses aligned well with the Karen Clark & Co. projected loss estimates for the industry as a whole and for individual insurers. The firm estimated that the privately insured loss in the US and … more

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Perhaps the biggest surprise of the 2017 hurricane season was the wide disparity between the catastrophe model loss estimates. The actual losses aligned well with the Karen Clark & Co. projected loss estimates for the industry as a whole and for individual insurers. The firm estimated that the privately insured loss in the US and Caribbean for Harvey, Irma, Maria and Nate would total $70 billion.

The report’s findings highlight the value of the Karen Clark & Co.’s open models and advanced tools that insurers are using to track hurricanes in real time and to leverage their detailed claims data.  This report contains an overview of the following with discussions of each of the above mentioned catastrophic events:

  • Meteorological Highlights and Forecasts
  • Modeled Loss Estimates
  • Meteorological Development
  • Real Time Loss Estimation
  • Post-Event Damage Survey

Gain these insights provided to you by Karen Clark & Co.

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The HayWired Earthquake Scenario-Earthquake Hazards /research/research/the-haywired-earthquake-scenario-earthquake-hazards/ Mon, 23 Apr 2018 14:41:28 +0000 /research/?post_type=research&p=15128 The HayWired earthquake scenario comprehensively examines the earthquake hazards to help provide the crucial scientific information that the San Francisco Bay region can use to prepare for the next large earthquake, The HayWired Earthquake Scenario-Earthquake Hazards volume describes the strong ground shaking modeled in the scenario and the hazardous movements of the Earth’s surface that the … more

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The HayWired earthquake scenario comprehensively examines the earthquake hazards to help provide the crucial scientific information that the San Francisco Bay region can use to prepare for the next large earthquake, The HayWired Earthquake Scenario-Earthquake Hazards volume describes the strong ground shaking modeled in the scenario and the hazardous movements of the Earth’s surface that the fault rupture and shaking will activate.

The 2014 Working Group on California Earthquake Probabilities calculated that there is a 33-percent likelihood of a large (magnitude 6.7 or greater) earthquake occurring on the Hayward Fault within three decades. A large Hayward Fault earthquake will produce strong ground shaking, permanent displacement of the Earth’s surface, landslides, liquefaction (soils becoming liquid-like during shaking), and subsequent fault slip, known as afterslip, and earthquakes, known as aftershocks.

This report provides both a look back at the destruction of the 1868 Hayward Fault earthquake and predictions for the future in a very interesting read!

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Executives Predict The Future of Insurance /research/research/executives-predict-the-future-of-insurance/ Tue, 28 Nov 2017 02:31:54 +0000 /research/?post_type=research&p=14829 The editors of Carrier Management recently surveyed property/casualty insurance industry executives to ask: What major changes do you see on the horizon for the property/casualty insurance industry in the next 10 years? What will insurance companies, insurance leaders, the industry and its workforce look like in the next decade? What risks will they insure? How … more

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The editors of Carrier Management recently surveyed property/casualty insurance industry executives to ask:

What major changes do you see on the horizon for the property/casualty insurance industry in the next 10 years? What will insurance companies, insurance leaders, the industry and its workforce look like in the next decade? What risks will they insure? How will insurance products and services be distributed?

Nine InsurTech leaders, five traditional carrier CEOs, six more P/C carrier executives and another half-dozen experts with ties to the insurance industry (service providers, investors and legal advisers) responded, sharing their visions of what’s on the horizon between 2017 and 2027.

In the attached report, we have published the lightly edited responses from each of the executives of incumbents, InsurTech founders and the remaining respondents.

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CBO Report on National Flood Insurance Program Financial Soundness and Affordability /research/research/cbo-report-on-national-flood-insurance-program-financial-soundness-and-affordability/ Mon, 04 Sep 2017 22:26:07 +0000 /research/?post_type=research&p=14674 Congressional Budget Office analyzes National Flood Insurance Program’s overall revenues, costs and shortfall; coastal and inland counties’ payments vs. costs; and average flood policy premium and flood insurance costs to households. Research based on 5 million NFIP policies in effect Aug. 31, 2016.

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Congressional Budget Office analyzes National Flood Insurance Program’s overall revenues, costs and shortfall; coastal and inland counties’ payments vs. costs; and average flood policy premium and flood insurance costs to households. Research based on 5 million NFIP policies in effect Aug. 31, 2016.

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2017 MarshBerry Organic Growth Trends Report /research/research/2017-marshberry-organic-growth-trends-report/ Fri, 02 Jun 2017 22:55:09 +0000 /research/?post_type=research&p=14586 2017 MarshBerry Organic Growth Trends Report The goal of MarshBerry’s 2017 Organic Growth Study is to identify organic growth trends, as well as to provide insight into the relationship between talent acquisition and sales performance management and determine any differences between “high growth” and the “average” of all responding agencies. 2017 findings include: The West … more

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2017 MarshBerry Organic Growth Trends Report

The goal of MarshBerry’s 2017 Organic Growth Study is to identify organic growth trends, as well as to provide insight into the relationship between talent acquisition and sales performance management and determine any differences between “high growth” and the “average” of all responding agencies.

2017 findings include:

  • The West and the Southwest regions experienced the highest economic growth compared with other regions in the U.S. and outperformed the nation as a whole
  • With a steady but moderate growth in the market, a number of agencies are pushing towards niche and industry specialization
  • Producers under 40 years old generated 32% of new business for the average agency
  • When measuring the performance of new producers, average agencies focus more on commission dollars sold but not on the activity that will eventually drive the commission dollars sold
  • Over 90% of agencies that have greater than $20 million in revenue assign mentors to new producers

The four core chapters offer a market overview and outlook comparing average and high growth agencies.

Charts in each section provide information on:

  • Growth trends
  • Organic growth strategies
  • Staff & productivity
  • Producer development and performance measurement

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CBO Estimate/Analysis Re: American Health Care Act of 2017 /research/research/cbo-estimateanalysis-re-american-health-care-act-of-2017/ Thu, 25 May 2017 01:44:21 +0000 /research/?post_type=research&p=14577 The Congressional Budget Office and the staff of the Joint Committee on Taxation (JCT) report their estimate of the direct spending and revenue effects of H.R. 1628, the American Health Care Act of 2017, as passed by the House of Representatives. CBO and JCT estimate that enacting that version of H.R. 1628 would reduce the … more

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The Congressional Budget Office and the staff of the Joint Committee on Taxation (JCT) report their estimate of the direct spending and revenue effects of H.R. 1628, the American Health Care Act of 2017, as passed by the House of Representatives. CBO and JCT estimate that enacting that version of H.R. 1628 would reduce the cumulative federal deficit over the 2017-2026 period by $119 billion.

 

CBO and JCT estimate that, in 2018, 14 million more people would be uninsured under H.R. 1628 than under current law. The increase in the number of uninsured people relative to the number projected under current law would reach 19 million in 2020 and 23 million in 2026. In 2026, an estimated 51 million people under age 65 would be uninsured, compared with 28 million who would lack insurance that year under current law. Under the legislation, a few million of those people would use tax credits to purchase policies that would not cover major medical risks.

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Congressional Budget Office Cost Estimate of Republicans’ American Health Care Act /research/research/congressional-budget-office-cost-estimate-of-republicans-american-health-care-act/ Mon, 13 Mar 2017 22:32:56 +0000 /research/?post_type=research&p=12085 The Congressional Budget Office and the staff of the Joint Committee on Taxation (JCT) estimate that enacting the Republicans’ American Health Care Act would reduce federal deficits by $337 billion over the coming decade and increase the number of people who are uninsured by 24 million in 2026 relative to current Affordable Care Act (Obamacare).

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The Congressional Budget Office and the staff of the Joint Committee on Taxation (JCT) estimate that enacting the Republicans’ American Health Care Act would reduce federal deficits by $337 billion over the coming decade and increase the number of people who are uninsured by 24 million in 2026 relative to current Affordable Care Act (Obamacare).

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Insurance Agency Salary Survey 2017 /research/research/insurance-agency-salary-survey-2017/ Thu, 09 Mar 2017 14:07:12 +0000 /research/?post_type=research&p=11829 Find out who is getting paid what and what employees really want in their compensation packages.

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Salaries for insurance agency management, owners, principals and producers were up in 2016. Total compensation for support staff also increased, although not by as much as the year before. That’s according to ¾ÅÉ«’s 2017 Agency Salary Survey, which also shows that insurance agencies that stress “soft” benefits have the upper hand in recruiting workers in today’s competitive job market. Employees are increasingly seeking out “soft” benefits in addition to traditional “hard” benefits from their employers.

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Adding Inequality to Injury: The Costs of Failing to Protect Workers on the Job /research/research/adding-inequality-to-injury-the-costs-of-failing-to-protect-workers-on-the-job/ Tue, 07 Mar 2017 02:04:50 +0000 /research/?post_type=research&p=11385 U.S. Department of Labor/OSHA report topics include: Work injuries and illnesses impose heavy costs on workers, families and the economy. Injured workers and taxpayers subsidize high hazard employers. The changing structure of work in the U.S. increases risk of injury and contributes to income inequality. Occupational injuries and illnesses strain social insurance programs and result … more

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U.S. Department of Labor/OSHA report topics include: Work injuries and illnesses impose heavy costs on workers, families and the economy. Injured workers and taxpayers subsidize high hazard employers. The changing structure of work in the U.S. increases risk of injury and contributes to income inequality. Occupational injuries and illnesses strain social insurance programs and result in taxpayer subsidies of unsafe employers. The most effective solution: greater efforts to prevent work injuries and illnesses.

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Federal Insurance Office Auto Insurance Affordability Study /research/research/fio-auto-insurance-affordability-study/ Tue, 24 Jan 2017 14:33:02 +0000 /research/?post_type=research&p=10957 Nearly 19 million Americans live in zip codes where auto insurance is unaffordable, according to this study by the Federal Insurance Office of the U.S. Treasury Department. The study says car insurance is generally unaffordable in 845 U.S. areas, as defined by postal codes, that are typically home to minorities and people with low-to-moderate incomes.

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Nearly 19 million Americans live in zip codes where auto insurance is unaffordable, according to this study by the Federal Insurance Office of the U.S. Treasury Department. The study says car insurance is generally unaffordable in 845 U.S. areas, as defined by postal codes, that are typically home to minorities and people with low-to-moderate incomes.

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Car Thefts with Keys Left in Car: National Insurance Crime Bureau Report 2016 /research/research/car-thefts-with-keys-left-in-car-national-insurance-crime-bureau-report-2016/ Wed, 02 Nov 2016 15:12:53 +0000 /research/?post_type=research&p=10906 This ForeCAST Report analyzes the National Crime Information Center (NCIC) vehicle theft data to identify trends and patterns regarding vehicle thefts in the United States where the vehicle was taken with the keys. Vehicle thefts included in this analysis are those where it is believed that the vehicle’s key was used to steal the vehicle. … more

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This ForeCAST Report analyzes the National Crime Information Center (NCIC) vehicle theft data to identify trends and patterns regarding vehicle thefts in the United States where the vehicle was taken with the keys. Vehicle thefts included in this analysis are those where it is believed that the vehicle’s key was used to steal the vehicle. Theft scenarios include opportunistic thefts while a vehicle is being warmed up in the winter with keys in the ignition, instances where thieves simply drove off because owners left keys in the vehicle console, and other thefts where the vehicle was stolen through use of the keys. This report includes the top 10 theft states and theft core-based statistical areas (CBSAs). This report also studies the trend in model years stolen. In addition, the report takes a similar look at unrecovered vehicle thefts with keys, including the top 10 unrecovered theft states, and CBSAs. The last section of this report analyzes trends and patterns in vehicle thefts with keys with relation to dates of theft.

Report prepared by NICB’s Olivia Ortiz, Strategic Analyst, and Josh Cahill, Strategic Analyst.

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