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Unpaid losses and loss expenses | 12 Months Ended
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Dec. 31, 2022
Liability for Claims and Claims Adjustment Expense [Abstract] |
Unpaid Losses and Loss Expenses | Unpaid losses and loss expenses Chubb establishes reserves for the estimated unpaid ultimate liability for losses and loss expenses under the terms of its policies and agreements. Reserves include estimates for both claims that have been reported and for IBNR claims, and include estimates of expenses associated with processing and settling these claims. Reserves are recorded in Unpaid losses and loss expenses in the Consolidated balance sheets. While we believe that our reserves for unpaid losses and loss expenses at December 31, 2022, are adequate, new information or trends may lead to future developments in incurred loss and loss expenses significantly greater or less than the reserves provided. Any such revisions could result in future changes in estimates of losses or reinsurance recoverable and would be reflected in our results of operations in the period in which the estimates are changed. The following table presents a reconciliation of beginning and ending Unpaid losses and loss expenses:
| Year Ended December 31
(in millions of U.S. dollars) | 2022 |  | 2021 |  | 2020
Gross unpaid losses and loss expenses, beginning of year | $ | 72,943 |  |  | $ | 67,811 |  |  | $ | 62,690 |
Reinsurance recoverable on unpaid losses (1) | (16,184) |  |  | (14,647) |  |  | (14,181) |
Net unpaid losses and loss expenses, beginning of year | 56,759 |  |  | 53,164 |  |  | 48,509 |
Net losses and loss expenses incurred in respect of losses occurring in: |  |  |  |  |
Current year | 24,495 |  |  | 22,966 |  |  | 22,124 |
Prior years (2) | (1,153) |  |  | (986) |  |  | (414) |
Total | 23,342 |  |  | 21,980 |  |  | 21,710 |
Net losses and loss expenses paid in respect of losses occurring in: |  |  |  |  |
Current year | 8,117 |  |  | 7,836 |  |  | 7,782 |
Prior years | 12,206 |  |  | 10,048 |  |  | 9,652 |
Total | 20,323 |  |  | 17,884 |  |  | 17,434 |
Foreign currency revaluation and other | (583) |  |  | (501) |  |  | 379 |
Net unpaid losses and loss expenses, end of year | 59,195 |  |  | 56,759 |  |  | 53,164 |
Reinsurance recoverable on unpaid losses (1) | 17,128 |  |  | 16,184 |  |  | 14,647 |
Gross unpaid losses and loss expenses, end of year | $ | 76,323 |  |  | $ | 72,943 |  |  | $ | 67,811 |
(1) Net of valuation allowance for uncollectible reinsurance. (2) Relates to prior period loss reserve development only and excludes prior period development related to reinstatement premiums, expense adjustments, and earned premiums totaling $277 million, $60 million, and $19 million for 2022, 2021, and 2020, respectively. The increase in gross and net unpaid losses and loss expense in 2022 is due to an increase in underlying exposure due to premium growth, increased loss severity trends and net catastrophe losses, partially offset by favorable prior period developmen t, and favorable foreign exchange movement. The increase in gross and net unpaid losses and loss expense in 2021 is due to an increase in underlying exposure due to premium growth, partially offset by favorable prior period development. The loss development tables under section c) below, present Chubb’s historical incurred and paid claims development by broad product line through December 31, 2022, net of reinsurance, as well as the cumulative number of reported claims, IBNR balances, and other supplementary information. Recent period inflation is higher than the levels underlying our loss development triangles. To account for this, our loss estimates for a number of product lines include explicit adjustments by accident year for the potential increase in ultimate claim severity. The following table presents a reconciliation of the loss development tables to the liability for unpaid losses and loss expenses in the consolidated balance sheet:
Reconciliation of Reserve Balances to Liability for Unpaid Loss and Loss Expenses
(in millions of U.S. dollars) |  | December 31, 2022
Presented in the loss development tables: |  |
North America Commercial P&C Insurance — Workers' Compensation |  | $ | 9,962 |
North America Commercial P&C Insurance — Liability |  | 20,014 |
North America Commercial P&C Insurance — Other Casualty |  | 2,530 |
North America Commercial P&C Insurance — Non-Casualty |  | 3,253 |
North America Personal P&C Insurance |  | 3,225 |
Overseas General Insurance — Casualty |  | 7,287 |
Overseas General Insurance — Non-Casualty |  | 3,206 |
Global Reinsurance — Casualty |  | 1,208 |
Global Reinsurance — Non-Casualty |  | 494 |
Excluded from the loss development tables: |  |
Other |  | 5,210 |
Net unpaid loss and allocated loss adjustment expense |  | 56,389 |
Ceded unpaid loss and allocated loss adjustment expense: |  |
North America Commercial P&C Insurance — Workers' Compensation |  | 1,274 |
North America Commercial P&C Insurance — Liability |  | 6,920 |
North America Commercial P&C Insurance — Other Casualty |  | 888 |
North America Commercial P&C Insurance — Non-Casualty |  | 1,883 |
North America Personal P&C Insurance |  | 530 |
Overseas General Insurance — Casualty |  | 2,481 |
Overseas General Insurance — Non-Casualty |  | 1,702 |
Global Reinsurance — Casualty |  | 55 |
Global Reinsurance — Non-Casualty |  | 171 |
Other |  | 1,410 |
Ceded unpaid loss and allocated loss adjustment expense |  | 17,314 |
Unpaid loss and loss expense on other than short-duration contracts (1) |  | 943 |
Unpaid unallocated loss adjustment expenses |  | 1,677 |
Unpaid losses and loss expenses |  | $ | 76,323 |
(1) Primarily includes the claims reserve of our International A&H business and Life Insurance segment reserves. Business excluded from the loss development tables “Other” shown in the reconciliation table comprises businesses excluded from the loss development tables: •Corporate segment business, which includes run-off liabilities such as asbestos, environmental, and molestation and other mass tort exposures and which impact accident years older than those shown in the loss development tables; •North America Agricultural Insurance segment business, which is short-tailed with the majority of the liabilities expected to be resolved in the ensuing twelve months; and •Certain subsets of our business due to data limitations or unsuitability to the loss development table presentation, including: ◦Various loss portfolio transfers; by convention, all premium and losses associated with these transactions are recorded to the policy period of the transaction, even though the accident dates of the claims covered may be a decade or more in the past. We also underwrite certain high attachment, high limit, multiple-line and excess of aggregate coverages for large commercial clients. Changes in incurred loss and cash flow patterns are volatile and sufficiently different from those of typical insureds. This category includes the Alternative Risk Solutions business within the North America Commercial P&C Insurance segment; ◦2015 and prior paid history on a subset of previously acquired international businesses, within the Overseas General Insurance segment, due to limitations on the data prior to the acquisition; ◦Purchase accounting adjustments related to unpaid losses and loss expenses for Chubb Corp; ◦Reinsurance recoverable bad debt; and ◦Balances with insufficient detail. a) Description of Reserving Methodologies Our recorded reserves represent management's best estimate of the provision for unpaid claims as of the balance sheet date. The process of establishing loss and loss expense reserves can be complex and is subject to considerable uncertainty as it requires the use of estimates and judgments based on circumstances underlying the insured loss at the date of accrual. The reserves for our various product lines each require different qualitative and quantitative assumptions and judgments to be made. Management's best estimate is developed after collaboration with actuarial, underwriting, claims, legal, and finance departments and culminates with the input of reserve committees. Each business unit reserve committee includes the participation of the relevant parties from actuarial, finance, claims, and unit senior management and has the responsibility for finalizing, recommending and approving the estimate to be used as management's best estimate. Reserves are further reviewed by Chubb's Chief Actuary and senior management. The objective of such a process is to determine a single estimate that we believe represents a better estimate than any other and which is viewed by management to be the best estimate of ultimate loss settlements. This estimate is based on a combination of exposure and experience-based actuarial methods (described below) and other considerations such as claims reviews, reinsurance recovery assumptions and/or input from other knowledgeable parties such as underwriting. Exposure-based methods are most commonly used on relatively immature origin years (i.e., the year in which the losses were incurred — “accident year” or “report year”), while experience-based methods provide a view based on the projection of loss experience that has emerged as of the valuation date. Greater reliance is placed upon experience-based methods as the pool of emerging loss experience grows and where it is deemed sufficiently credible and reliable as the basis for the estimate. In comparing the held reserve for any given origin year to the actuarial projections, judgment is required as to the credibility, uncertainty and inherent limitations of applying actuarial techniques to historical data to project future loss experience. Examples of factors that impact such judgments include, but are not limited to, the following: •nature and complexity of underlying coverage provided and net limits of exposure provided; •segmentation of data to provide sufficient homogeneity and credibility for loss projection methods; •extent of credible internal historical loss data and reliance upon industry information as required; •historical variability of actual loss emergence compared with expected loss emergence; •reported and projected loss trends; •extent of emerged loss experience relative to the remaining expected period of loss emergence; •rate monitor information for new and renewal business; •changes in claims han dling practice, including impact of COVID-19 on adjudication environment; •inflation; •the legal environment, including impact of COVID-19 on judicial proceedings; •facts and circumstances of large claims; •terms and conditions of the contracts sold to our insured parties; •impact of applicable reinsurance recoveries; and •nature and extent of underlying assumptions. We have actuarial staff within each of our business units who analyze loss reserves (including loss expenses) and regularly project estimates of ultimate losses and the corresponding indications of the required IBNR reserve. Our reserving approach is a comprehensive ground-up process using data at a detailed level that reflects the specific types and coverages of the diverse products written by our various operations. The data presented in this disclosure was prepared on a more aggregated basis and with a focus on changes in incurred loss estimates over time as well as associated cash flows. We note that data prepared on this basis may not demonstrate the full spectrum of characteristics that are evident in the more detailed level studied internally. We perform an actuarial reserve review for each product line at least once a year. For most product lines, one or more standard actuarial reserving methods may be used to determine estimates of ultimate losses and loss expenses, and from these estimates, a single actuarial central estimate is selected. The actuarial central estimate is an input to the reserve committee process described above. For the few product lines that do not lend themselves to standard actuarial reserving methods, appropriate techniques are applied to produce the actuarial central estimates. For example, run-off asbestos and environmental liability estimates are better suited to the application of account-specific exposure-based analyses to best evaluate their associated aggregate reserve levels. b) Standard actuarial reserving methods The judgments involved in projecting the ultimate losses include the use and interpretation of various standard actuarial reserving methods that place reliance on the extrapolation of actual historical data, loss development patterns, industry data, and other benchmarks as appropriate. Standard actuarial reserving methods include, but are not limited to, expected loss ratio, paid and reported loss development, and Bornhuetter-Ferguson methods. A general description of these methods is provided below. In addition to these standard methods, depending upon the product line characteristics and available data, we may use other recognized actuarial methods and approaches. Implicit in the standard actuarial methods that we generally utilize is the need for two fundamental assumptions: first, the pattern by which losses are expected to emerge over time for each origin year, and second, the expected loss ratio for each origin year. The expected loss ratio for any particular origin year is selected after consideration of a number of factors, including historical loss ratios adjusted for rate changes, premium and loss trends, industry benchmarks, the results of policy level loss modeling at the time of underwriting, and/or other more subjective considerations for the product line (e.g., terms and conditions) and external environment as noted above. The expected loss ratio for a given origin year is initially established at the start of the origin year as part of the planning process. This analysis is performed in conjunction with underwriters and management. The expected loss ratio method arrives at an ultimate loss estimate by multiplying the expected ultimate loss ratio by the corresponding premium base. This method is most commonly used as the basis for the actuarial central estimate for immature origin periods on product lines where the actual paid or reported loss experience is not yet deemed sufficiently credible to serve as the principal basis for the selection of ultimate losses. The expected loss ratio for a given origin year may be modified over time if the underlying assumptions differ from the original assumptions (e.g., the assessment of prior year loss ratios, loss trend, rate changes, actual claims, or other information). Our selected paid and reported development patterns provide a benchmark against which the actual emerging loss experience can be monitored. Where possible, development patterns are selected based on historical loss emergence by origin year. For product lines where the historical data is viewed to have low statistical credibility, the selected development patterns also reflect relevant industry benchmarks and/or experience from similar product lines written elsewhere within Chubb. This most commonly occurs for relatively new product lines that have limited historical data or for high severity/low frequency portfolios where our historical experience exhibits considerable volatility and/or lacks credibility. The paid and reported loss development methods convert the selected loss emergence pattern to a set of multiplicative factors which are then applied to actual paid or reported losses to arrive at an estimate of ultimate losses for each period. Due to their multiplicative nature, the paid and reported loss development methods will leverage differences between actual and expected loss emergence. These methods tend to be utilized for more mature origin periods and for those portfolios where the loss emergence has been relatively consistent over time. The Bornhuetter-Ferguson method is a combination of the expected loss ratio method and the loss development method, where the loss development method is given more weight as the origin year matures. This approach allows a logical transition between the expected loss ratio method which is generally utilized at earlier maturities and the loss development methods which are typically utilized at later maturities. We usually apply this method using reported loss data although paid data may also be used. Short-tail business Short-tail business generally describes product lines for which losses are typically known and paid shortly after the loss occurs. This would include, for example, most property, personal accident, and automobile physical damage policies that we write. Due to the short reporting and development pattern for these product lines, the uncertainty associated with our estimate of ultimate losses for any particular accident period diminishes relatively quickly as actual loss experience emerges. We typically assign credibility to methods that incorporate actual loss emergence, such as the paid and reported loss development and Bornhuetter-Ferguson methods, sooner than would be the case for long-tail lines at a similar stage of development for a given origin year. The reserving process for short-tail losses arising from catastrophic events typically involves an assessment by the claims department, in conjunction with underwriters and actuaries, of our exposure and estimated losses immediately following an event and then subsequent revisions of the estimated losses as our insureds provide updated actual loss information. Long-tail business Long-tail business describes lines of business for which specific losses may not be known/reported for some period and for which claims can take signif icant time to settle/close. This includes most casualty lines such as general liability, D&O, and workers' compensation. There are various factors contributing to the uncertainty and volatility of long-tail business, including the indirect impact of COVID-19 that has changed loss reporting and development patterns. In addition, uncertain future inflationary trends, changes in future legal environments, and the potential impact of major claims, such as molestation claims including the Boy Scouts of America (BSA) agreement-in-principle, added to the uncertainty and volatility in the long-tail business. Other factors are: •The nature and complexity of underlying coverage provided and net limits of exposure provided; •Our historical loss data and experience is sometimes too immature and lacking in credibility to rely upon for reserving purposes. Where this is the case, in our reserve analysis we may utilize industry loss ratios or industry benchmark development patterns that we believe reflect the nature and coverage of the underwritten business and its future development, where available. For such product lines, actual loss experience may differ from industry loss statistics as well as loss experience for previous underwriting years; •The difficulty in estimating loss trends, claims inflation (e.g., medical and judicial) and underlying economic conditions; •The need for professional judgment to estimate loss development patterns beyond that represented by historical data using supplemental internal or industry data, extrapolation, or a blend of both; •The need to address shifts in business mix or volume over time when applying historical paid and reported loss development patterns from older origin years to more recent origin years. For example, changes over time in the processes and procedures for establishing case reserves can distort reported loss development patterns or changes in ceded reinsurance structures by origin year can alter the development of paid and reported losses; •Loss reserve analyses typically require loss or other data be grouped by common characteristics in some manner. If data from two combined lines of business exhibit different characteristics, such as loss payment patterns, the credibility of the reserve estimate could be affected. Additionally, since casualty lines of business can have significant intricacies in the terms and conditions afforded to the insured, there is an inherent risk as to the homogeneity of the underlying data used in performing reserve analyses; and •The applicability of the price change data used to estimate ultimate loss ratios for most recent origin years. As described above, various factors are considered when determining appropriate data, assumptions, and methods used to establish the loss reserve estimates for long-tail product lines. These factors may also vary by origin year for given product lines. The derivation of loss development patterns from data and the selection of a tail factor to project ultimate losses from actual loss emergence require considerable judgment, particularly with respect to the extent to which historical loss experience is relied upon to support changes in key reserving assumptions. c) Loss Development Tables The tables were designed to present business with similar risk characteristics which exhibit like development patterns and generally similar trends, in order to provide insight into the nature, amount, timing and uncertainty of cash flows related to our claims liabilities. Each table follows a similar format and reflects the following: •The incurred loss triangle includes both reported case reserves and IBNR liabilities. •Both the incurred and paid loss triangles include allocated loss adjustment expense (i.e., defense and investigative costs particular to individual claims) but exclude unallocated loss adjustment expense (i.e., the costs associated with internal claims staff and third-party administrators). •The amounts in both triangles for the years ended December 31, 2013, to December 31, 2021, and average historical claim duration as of December 31, 2022, are presented as supplementary information. •All data presented in the triangles is net of reinsurance recoverables. •The IBNR reserves shown to the right of each incurred loss development exhibit reflect the net IBNR recorded as of December 31, 2022. •The tables are presented retrospectively with respect to acquisitions where these are material and doing so is practicable. Most notably, the Chubb Corp acquisition is presented retrospectively. The unaudited consolidated data is presented solely for informational purposes and is not necessarily indicative of the consolidated data that might have been observed had the transactions been completed prior to the date indicated. Historical dollar amounts are presented in this footnote on a constant-dollar basis, which is achieved by assuming constant foreign exchange rates for all periods in the loss triangles, translating prior period amounts using the same local currency exchange rates as the current year end. The impact of this conversion is to show the change between periods exclusive of the effect of fluctuations in exchange rates, which would otherwise distort the change in incurred loss and cash flow patterns shown. The change in incurred loss shown will differ from other GAAP disclosures of incurred prior period reserve development amounts, which include the effect of fluctuations in exchanges rates. We provided guidance above on key assumptions that should be considered when reviewing this disclosure and information relating to how loss reserve estimates are developed. We believe the information provided in the “Loss Development Tables” section of the disclosure is of limited use for independent analysis or application of standard actuarial estimations. Cumulative Number of Reported Claims Reported claim counts, on a cumulative basis, are provided to the far right of each incurred loss development table. In our North America segments, we generally consider a reported claim to be one claim per coverage per claimant. In our Overseas General Insurance segment, we generally consider a reported claim to be on a per occurrence basis. Global Reinsurance segment’s portfolio comprises a mix of proportional and non-proportional treaties. The proportional treaties are reported on a bulk basis and do not lend themselves to meaningful claim count data. As such, we do not provide claim count information for our Global Reinsurance segment. We exclude claims closed without payment. Claims are counted on a direct basis without consideration of ceded reinsurance. Use of the presented claim counts in analysis of company experience has significant limitations, including: •Claims for certain events and/or product lines, such as portions of our A&H business, are not reported on an individual basis, but rather in bulk and thus not available for inclusion in this disclosure. •Each segment typically has a mixture of primary and excess experience which has shifted over time. •Captive business, especially in Workers' Compensation and Liability, largely represents fronted business where our net exposure to loss is minimal; however, since the claim count is based on direct claims, there is a mismatch between direct claims and net loss dollars, the extent of which varies by accident year. Reported claim counts include open claims which have case reserves but exclude claims that have been incurred but not reported. As such the reported claims are not consistent with the incurred losses in the triangle, which include incurred but not reported losses. One can calculate reported losses by subtracting incurred but not reported losses from incurred losses in the triangle. Reported claim counts are also inconsistent with losses in the paid loss triangle, since reported counts would include claims with case reserves but no payments to date. North America Commercial P&C Insurance — Workers' Compensation — Long-tail This product line has a broad mix of exposures across industries as well as a mix of policy coverages. Types of coverage include risk management business predominantly with high deductible policies, loss sensitive business (i.e., retrospectively-rated policies), business fronted for captives, as well as excess and primary guaranteed cost coverages. The triangle below shows all loss and allocated expense development for the workers' compensation product line. In our prior period development disclosure, we exclude any loss development where there is a directly related premium adjustment. For workers' compensation, changes in the exposure base due to payroll audits will drive changes in ultimate losses. In addition, we record involuntary pool assumptions (premiums and losses) on a lagged basis. Both of these items will influence the development in the triangle, particularly the first prior accident year, and are included in the reconciliation table presented on page F-60.
Net Incurred Loss and Allocated Loss Adjustment Expenses |  |  |  |
|  |  | Years Ended December 31 |  | As of December 31 2022
(in millions of U.S. dollars) | Unaudited |  |  |  | Net IBNR Reserves |  | Reported Claims (in thousands)
Accident Year | 2013 |  | 2014 |  | 2015 |  | 2016 |  | 2017 |  | 2018 |  | 2019 |  | 2020 |  | 2021 |  | 2022 |
2013 | $ | 1,109 |  |  | $ | 1,108 |  |  | $ | 1,122 |  |  | $ | 1,127 |  |  | $ | 1,086 |  |  | $ | 1,073 |  |  | $ | 1,037 |  |  | $ | 1,014 |  |  | $ | 989 |  |  | $ | 968 |  |  | $ | 219 |  |  | 43 |
2014 |  |  | 1,207 |  |  | 1,201 |  |  | 1,217 |  |  | 1,215 |  |  | 1,163 |  |  | 1,100 |  |  | 1,073 |  |  | 1,037 |  |  | 1,007 |  |  | 264 |  |  | 45 |
2015 |  |  |  |  | 1,282 |  |  | 1,259 |  |  | 1,276 |  |  | 1,279 |  |  | 1,217 |  |  | 1,154 |  |  | 1,128 |  |  | 1,092 |  |  | 338 |  |  | 50 |
2016 |  |  |  |  |  |  | 1,366 |  |  | 1,361 |  |  | 1,383 |  |  | 1,378 |  |  | 1,269 |  |  | 1,206 |  |  | 1,177 |  |  | 380 |  |  | 52 |
2017 |  |  |  |  |  |  |  |  | 1,412 |  |  | 1,380 |  |  | 1,399 |  |  | 1,393 |  |  | 1,376 |  |  | 1,176 |  |  | 465 |  |  | 50 |
2018 |  |  |  |  |  |  |  |  |  |  | 1,359 |  |  | 1,361 |  |  | 1,380 |  |  | 1,385 |  |  | 1,384 |  |  | 631 |  |  | 51 |
2019 |  |  |  |  |  |  |  |  |  |  |  |  | 1,391 |  |  | 1,384 |  |  | 1,400 |  |  | 1,409 |  |  | 656 |  |  | 48 |
2020 |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 1,367 |  |  | 1,388 |  |  | 1,409 |  |  | 852 |  |  | 31 |
2021 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 1,348 |  |  | 1,330 |  |  | 780 |  |  | 37 |
2022 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 1,344 |  |  | 988 |  |  | 32 |
Total |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | $ | 12,296 |  |  |  |  |
Net Cumulative Paid Loss and Allocated Loss Adjustment Expenses
|  |  |  | Years Ended December 31
(in millions of U.S. dollars) | Unaudited |  |
Accident Year |  | 2013 |  | 2014 |  | 2015 |  | 2016 |  | 2017 |  | 2018 |  | 2019 |  | 2020 |  | 2021 |  | 2022
2013 |  | $ | 107 |  |  | $ | 286 |  |  | $ | 422 |  |  | $ | 506 |  |  | $ | 553 |  |  | $ | 587 |  |  | $ | 616 |  |  | $ | 633 |  |  | $ | 650 |  |  | $ | 664 |
2014 |  |  |  | 113 |  |  | 295 |  |  | 410 |  |  | 484 |  |  | 532 |  |  | 566 |  |  | 599 |  |  | 617 |  |  | 634 |
2015 |  |  |  |  |  | 116 |  |  | 301 |  |  | 418 |  |  | 501 |  |  | 564 |  |  | 606 |  |  | 628 |  |  | 645 |
2016 |  |  |  |  |  |  |  | 122 |  |  | 326 |  |  | 452 |  |  | 529 |  |  | 584 |  |  | 621 |  |  | 653 |
2017 |  |  |  |  |  |  |  |  |  | 120 |  |  | 313 |  |  | 437 |  |  | 516 |  |  | 564 |  |  | 601 |
2018 |  |  |  |  |  |  |  |  |  |  |  | 130 |  |  | 329 |  |  | 451 |  |  | 528 |  |  | 597 |
2019 |  |  |  |  |  |  |  |  |  |  |  |  |  | 143 |  |  | 341 |  |  | 467 |  |  | 575 |
2020 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 111 |  |  | 282 |  |  | 390 |
2021 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 120 |  |  | 331 |
2022 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 131 |
Total |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | $ | 5,221 |
Net Liabilities for Loss and Allocated Loss Adjustment Expenses |  |
(in millions of U.S. dollars) |  | December 31, 2022
Accident years prior to 2013 |  | $ | 2,887 |
Accident years 2013 - 2022 from tables above |  | 7,075 |
All Accident years |  | $ | 9,962 |
North America Commercial P&C Insurance — Workers' Compensation — Long-tail (continued) |  |
Supplementary Information: (Favorable)/ Adverse Prior Period Development |  |
(in millions of U.S. dollars) |  | December 31, 2022
Accident years prior to 2013 |  | $ | (132) |
Accident years 2013 - 2022 from tables above |  | (305) |
All Accident years |  | $ | (437) |
Supplementary Information: Average Annual Percentage Payout of Net Incurred Claims by Age, as of December 31, 2022 (Unaudited)
Age in Years | 1 |  |  | 2 |  |  | 3 |  |  | 4 |  |  | 5 |  |  | 6 |  |  | 7 |  |  | 8 |  |  | 9 |  |  | 10 |
Percentage | 10 | % |  | 16 | % |  | 10 | % |  | 7 | % |  | 5 | % |  | 3 | % |  | 3 | % |  | 2 | % |  | 2 | % |  | 1 | %
North America Commercial P&C Insurance — Liability — Long-tail This line consists of primary and excess general liability exposures, medical liability, and professional lines, including directors and officers (D&O) liability, errors and omissions (E&O) liability, employment practices liability (EPL), fidelity bonds, and fiduciary liability. The primary and excess general liability business represents the largest part of these exposures. The former includes both monoline and commercial package liability. The latter includes a substantial proportion of commercial umbrella, excess and high excess business, where loss activity can produce significant volatility in the loss triangles at later ages within an accident year (and sometimes across years) due to the size of the limits afforded and the complex nature of the underlying losses. This line includes management and professional liability products provided to a wide variety of clients, from national accounts to small firms along with private and not-for-profit organizations, distributed through brokers, agents, wholesalers, and MGAs. Many of these coverages, particularly D&O and E&O, are typically written on a claims-made form. While most of the coverages are underwritten on a primary basis, there are significant amounts of excess exposure with large policy limits.
Net Incurred Loss and Allocated Loss Adjustment Expenses |  |  |  |
|  |  | Years Ended December 31 |  | As of December 31 2022
(in millions of U.S. dollars) | Unaudited |  |  |  | Net IBNR Reserves |  | Reported Claims (in thousands)
Accident Year | 2013 |  | 2014 |  | 2015 |  | 2016 |  | 2017 |  | 2018 |  | 2019 |  | 2020 |  | 2021 |  | 2022 |
2013 | $ | 3,540 |  |  | $ | 3,534 |  |  | $ | 3,534 |  |  | $ | 3,524 |  |  | $ | 3,422 |  |  | $ | 3,208 |  |  | $ | 3,115 |  |  | $ | 2,958 |  |  | $ | 2,950 |  |  | $ | 2,997 |  |  | $ | 247 |  |  | 25 |
2014 |  |  | 3,528 |  |  | 3,578 |  |  | 3,667 |  |  | 3,710 |  |  | 3,648 |  |  | 3,463 |  |  | 3,340 |  |  | 3,192 |  |  | 3,142 |  |  | 278 |  |  | 24 |
2015 |  |  |  |  | 3,552 |  |  | 3,701 |  |  | 3,810 |  |  | 3,966 |  |  | 3,934 |  |  | 3,727 |  |  | 3,700 |  |  | 3,569 |  |  | 390 |  |  | 27 |
2016 |  |  |  |  |  |  | 3,526 |  |  | 3,587 |  |  | 3,684 |  |  | 3,797 |  |  | 3,792 |  |  | 3,764 |  |  | 3,755 |  |  | 589 |  |  | 27 |
2017 |  |  |  |  |  |  |  |  | 3,315 |  |  | 3,491 |  |  | 3,573 |  |  | 3,623 |  |  | 3,545 |  |  | 3,434 |  |  | 758 |  |  | 26 |
2018 |  |  |  |  |  |  |  |  |  |  | 3,367 |  |  | 3,485 |  |  | 3,688 |  |  | 3,820 |  |  | 3,900 |  |  | 1,041 |  |  | 28 |
2019 |  |  |  |  |  |  |  |  |  |  |  |  | 3,445 |  |  | 3,620 |  |  | 3,858 |  |  | 4,050 |  |  | 1,488 |  |  | 30 |
2020 |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 4,102 |  |  | 3,826 |  |  | 3,919 |  |  | 2,184 |  |  | 24 |
2021 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 4,315 |  |  | 4,349 |  |  | 3,263 |  |  | 24 |
2022 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 4,561 |  |  | 4,176 |  |  | 24 |
Total |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | $ | 37,676 |  |  |  |  |
North America Commercial P&C Insurance — Liability — Long-tail (continued)
Net Cumulative Paid Loss and Allocated Loss Adjustment Expenses
|  |  |  | Years Ended December 31
(in millions of U.S. dollars) | Unaudited |  |
Accident Year |  | 2013 |  | 2014 |  | 2015 |  | 2016 |  | 2017 |  | 2018 |  | 2019 |  | 2020 |  | 2021 |  | 2022
2013 |  | $ | 129 |  |  | $ | 546 |  |  | $ | 1,189 |  |  | $ | 1,593 |  |  | $ | 2,003 |  |  | $ | 2,228 |  |  | $ | 2,369 |  |  | $ | 2,460 |  |  | $ | 2,520 |  |  | $ | 2,609 |
2014 |  |  |  | 164 |  |  | 678 |  |  | 1,248 |  |  | 1,801 |  |  | 2,199 |  |  | 2,439 |  |  | 2,580 |  |  | 2,669 |  |  | 2,753 |
2015 |  |  |  |  |  | 138 |  |  | 604 |  |  | 1,203 |  |  | 1,852 |  |  | 2,287 |  |  | 2,527 |  |  | 2,743 |  |  | 2,921 |
2016 |  |  |  |  |  |  |  | 171 |  |  | 662 |  |  | 1,334 |  |  | 1,973 |  |  | 2,331 |  |  | 2,593 |  |  | 2,820 |
2017 |  |  |  |  |  |  |  |  |  | 161 |  |  | 616 |  |  | 1,160 |  |  | 1,698 |  |  | 2,000 |  |  | 2,322 |
2018 |  |  |  |  |  |  |  |  |  |  |  | 189 |  |  | 753 |  |  | 1,301 |  |  | 1,773 |  |  | 2,335 |
2019 |  |  |  |  |  |  |  |  |  |  |  |  |  | 175 |  |  | 669 |  |  | 1,245 |  |  | 1,888 |
2020 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 152 |  |  | 589 |  |  | 1,147 |
2021 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 174 |  |  | 608 |
2022 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 144 |
Total |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | $ | 19,547 |
Net Liabilities for Loss and Allocated Loss Adjustment Expenses
(in millions of U.S. dollars) |  | December 31, 2022
Accident years prior to 2013 |  | $ | 1,885 |
Accident years 2013 - 2022 from tables above |  | 18,129 |
All Accident years |  | $ | 20,014 |
Supplementary Information: (Favorable)/ Adverse Prior Period Development
(in millions of U.S. dollars) |  | December 31, 2022
Accident years prior to 2013 |  | $ | 98 |
Accident years 2013 - 2022 from tables above |  | 145 |
All Accident years |  | $ | 243 |
Supplementary Information: Average Annual Percentage Payout of Net Incurred Claims by Age, as of December 31, 2022 (Unaudited)
Age in Years | 1 |  |  | 2 |  |  | 3 |  |  | 4 |  |  | 5 |  |  | 6 |  |  | 7 |  |  | 8 |  |  | 9 |  |  | 10 |
Percentage | 4 | % |  | 13 | % |  | 16 | % |  | 16 | % |  | 12 | % |  | 8 | % |  | 5 | % |  | 4 | % |  | 2 | % |  | 3 | %
North America Commercial P&C Insurance — Other Casualty — Long-tail This product line consists of the remaining commercial casualty coverages such as automobile liability and aviation as well as our foreign casualty exposures (mainly auto, general liability and employer responsibility coverages) on U.S.-based multinational accounts. The paid and reported data are impacted by some catastrophe loss activity.
Net Incurred Loss and Allocated Loss Adjustment Expenses |  |  |  |
|  |  | Years Ended December 31 |  | As of December 31 2022
(in millions of U.S. dollars) | Unaudited |  |  |  | Net IBNR Reserves |  | Reported Claims (in thousands)
Accident Year | 2013 |  | 2014 |  | 2015 |  | 2016 |  | 2017 |  | 2018 |  | 2019 |  | 2020 |  | 2021 |  | 2022 |
2013 | $ | 525 |  |  | $ | 530 |  |  | $ | 521 |  |  | $ | 514 |  |  | $ | 468 |  |  | $ | 461 |  |  | $ | 461 |  |  | $ | 457 |  |  | $ | 459 |  |  | $ | 458 |  |  | $ | 8 |  |  | 17 |
2014 |  |  | 594 |  |  | 582 |  |  | 580 |  |  | 595 |  |  | 554 |  |  | 537 |  |  | 538 |  |  | 530 |  |  | 526 |  |  | 6 |  |  | 17 |
2015 |  |  |  |  | 486 |  |  | 469 |  |  | 500 |  |  | 514 |  |  | 457 |  |  | 454 |  |  | 462 |  |  | 457 |  |  | 23 |  |  | 15 |
2016 |  |  |  |  |  |  | 503 |  |  | 501 |  |  | 527 |  |  | 523 |  |  | 480 |  |  | 479 |  |  | 469 |  |  | 27 |  |  | 16 |
2017 |  |  |  |  |  |  |  |  | 531 |  |  | 565 |  |  | 576 |  |  | 616 |  |  | 604 |  |  | 590 |  |  | 36 |  |  | 17 |
2018 |  |  |  |  |  |  |  |  |  |  | 535 |  |  | 563 |  |  | 574 |  |  | 579 |  |  | 575 |  |  | 25 |  |  | 17 |
2019 |  |  |  |  |  |  |  |  |  |  |  |  | 605 |  |  | 636 |  |  | 685 |  |  | 743 |  |  | 143 |  |  | 17 |
2020 |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 640 |  |  | 633 |  |  | 656 |  |  | 265 |  |  | 11 |
2021 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 675 |  |  | 709 |  |  | 379 |  |  | 12 |
2022 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 782 |  |  | 611 |  |  | 11 |
Total |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | $ | 5,965 |  |  |  |  |
Net Cumulative Paid Loss and Allocated Loss Adjustment Expenses
|  |  |  | Years Ended December 31
(in millions of U.S. dollars) | Unaudited |  |
Accident Year |  | 2013 |  | 2014 |  | 2015 |  | 2016 |  | 2017 |  | 2018 |  | 2019 |  | 2020 |  | 2021 |  | 2022
2013 |  | $ | 68 |  |  | $ | 196 |  |  | $ | 270 |  |  | $ | 348 |  |  | $ | 384 |  |  | $ | 410 |  |  | $ | 418 |  |  | $ | 425 |  |  | $ | 438 |  |  | $ | 441 |
2014 |  |  |  | 80 |  |  | 220 |  |  | 317 |  |  | 391 |  |  | 454 |  |  | 472 |  |  | 500 |  |  | 508 |  |  | 513 |
2015 |  |  |  |  |  | 47 |  |  | 137 |  |  | 214 |  |  | 304 |  |  | 370 |  |  | 394 |  |  | 411 |  |  | 423 |
2016 |  |  |  |  |  |  |  | 52 |  |  | 145 |  |  | 246 |  |  | 323 |  |  | 374 |  |  | 398 |  |  | 424 |
2017 |  |  |  |  |  |  |  |  |  | 66 |  |  | 175 |  |  | 312 |  |  | 381 |  |  | 446 |  |  | 496 |
2018 |  |  |  |  |  |  |  |  |  |  |  | 74 |  |  | 169 |  |  | 270 |  |  | 365 |  |  | 472 |
2019 |  |  |  |  |  |  |  |  |  |  |  |  |  | 70 |  |  | 189 |  |  | 318 |  |  | 465 |
2020 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 54 |  |  | 156 |  |  | 273 |
2021 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 60 |  |  | 176 |
2022 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 82 |
Total |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | $ | 3,765 |
Net Liabilities for Loss and Allocated Loss Adjustment Expenses
(in millions of U.S. dollars) |  | December 31, 2022
Accident years prior to 2013 |  | $ | 330 |
Accident years 2013 - 2022 from tables above |  | 2,200 |
All Accident years |  | $ | 2,530 |
North America Commercial P&C Insurance — Other-Casualty — Long-tail (continued) |  |
Supplementary Information: (Favorable)/ Adverse Prior Period Development
(in millions of U.S. dollars) |  | December 31, 2022
Accident years prior to 2013 |  | $ | 56 |
Accident years 2013 - 2022 from tables above |  | 77 |
All Accident years |  | $ | 133 |
Supplementary Information: Average Annual Percentage Payout of Net Incurred Claims by Age, as of December 31, 2022 (Unaudited)
Age in Years | 1 |  |  | 2 |  |  | 3 |  |  | 4 |  |  | 5 |  |  | 6 |  |  | 7 |  |  | 8 |  |  | 9 |  |  | 10 |
Percentage | 11 | % |  | 19 | % |  | 19 | % |  | 16 | % |  | 13 | % |  | 6 | % |  | 4 | % |  | 2 | % |  | 2 | % |  | 1 | %
North America Commercial P&C Insurance — Non-Casualty — Short-tail This product line represents first party commercial product lines that are short-tailed in nature, such as property, inland marine, ocean marine, surety, and A&H. There is a wide diversity of products, primary and excess coverages, and policy sizes. During this ten-year period, this product line was impacted by natural catastrophes mainly in the 2017 and 2018 accident years, and in accident year 2020 by direct COVID.
Net Incurred Loss and Allocated Loss Adjustment Expenses |  |  |  |
|  |  | Years Ended December 31 |  | As of December 31 2022
(in millions of U.S. dollars) | Unaudited |  |  |  | Net IBNR Reserves |  | Reported Claims (in thousands)
Accident Year | 2013 |  | 2014 |  | 2015 |  | 2016 |  | 2017 |  | 2018 |  | 2019 |  | 2020 |  | 2021 |  | 2022 |
2013 | $ | 1,427 |  |  | $ | 1,417 |  |  | $ | 1,330 |  |  | $ | 1,352 |  |  | $ | 1,333 |  |  | $ | 1,333 |  |  | $ | 1,330 |  |  | $ | 1,337 |  |  | $ | 1,336 |  |  | $ | 1,340 |  |  | $ | 3 |  |  | 455 |
2014 |  |  | 1,639 |  |  | 1,655 |  |  | 1,573 |  |  | 1,552 |  |  | 1,543 |  |  | 1,544 |  |  | 1,552 |  |  | 1,545 |  |  | 1,544 |  |  | 2 |  |  | 483 |
2015 |  |  |  |  | 1,730 |  |  | 1,740 |  |  | 1,645 |  |  | 1,633 |  |  | 1,600 |  |  | 1,585 |  |  | 1,587 |  |  | 1,592 |  |  | 1 |  |  | 545 |
2016 |  |  |  |  |  |  | 1,904 |  |  | 1,884 |  |  | 1,794 |  |  | 1,775 |  |  | 1,811 |  |  | 1,824 |  |  | 1,820 |  |  | 26 |  |  | 650 |
2017 |  |  |  |  |  |  |  |  | 2,699 |  |  | 2,602 |  |  | 2,501 |  |  | 2,517 |  |  | 2,509 |  |  | 2,519 |  |  | 65 |  |  | 764 |
2018 |  |  |  |  |  |  |  |  |  |  | 2,047 |  |  | 2,234 |  |  | 2,169 |  |  | 2,161 |  |  | 2,170 |  |  | 35 |  |  | 903 |
2019 |  |  |  |  |  |  |  |  |  |  |  |  | 2,046 |  |  | 2,031 |  |  | 1,953 |  |  | 1,944 |  |  | 52 |  |  | 1,043 |
2020 |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 3,139 |  |  | 2,942 |  |  | 2,726 |  |  | 105 |  |  | 1,124 |
2021 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 2,941 |  |  | 2,824 |  |  | 368 |  |  | 857 |
2022 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 3,048 |  |  | 1,467 |  |  | 751 |
Total |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | $ | 21,527 |  |  |  |  |
Net Cumulative Paid Loss and Allocated Loss Adjustment Expenses
|  |  |  | Years Ended December 31
(in millions of U.S. dollars) | Unaudited |  |
Accident Year |  | 2013 |  | 2014 |  | 2015 |  | 2016 |  | 2017 |  | 2018 |  | 2019 |  | 2020 |  | 2021 |  | 2022
2013 |  | $ | 647 |  |  | $ | 1,132 |  |  | $ | 1,231 |  |  | $ | 1,278 |  |  | $ | 1,304 |  |  | $ | 1,318 |  |  | $ | 1,326 |  |  | $ | 1,328 |  |  | $ | 1,329 |  |  | $ | 1,338 |
2014 |  |  |  | 816 |  |  | 1,368 |  |  | 1,478 |  |  | 1,499 |  |  | 1,525 |  |  | 1,540 |  |  | 1,547 |  |  | 1,552 |  |  | 1,552 |
2015 |  |  |  |  |  | 724 |  |  | 1,339 |  |  | 1,484 |  |  | 1,552 |  |  | 1,567 |  |  | 1,570 |  |  | 1,583 |  |  | 1,582 |
2016 |  |  |  |  |  |  |  | 844 |  |  | 1,499 |  |  | 1,650 |  |  | 1,726 |  |  | 1,754 |  |  | 1,779 |  |  | 1,790 |
2017 |  |  |  |  |  |  |  |  |  | 977 |  |  | 2,083 |  |  | 2,299 |  |  | 2,389 |  |  | 2,403 |  |  | 2,427 |
2018 |  |  |  |  |  |  |  |  |  |  |  | 1,025 |  |  | 1,820 |  |  | 2,012 |  |  | 2,068 |  |  | 2,113 |
2019 |  |  |  |  |  |  |  |  |  |  |  |  |  | 1,028 |  |  | 1,672 |  |  | 1,800 |  |  | 1,856 |
2020 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 1,390 |  |  | 2,260 |  |  | 2,466 |
2021 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 1,085 |  |  | 2,100 |
2022 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 1,050 |
Total |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | $ | 18,274 |
North America Commercial P&C Insurance — Non-Casualty — Short-tail (continued) |  |
Net Liabilities for Loss and Allocated Loss Adjustment Expenses |  |
(in millions of U.S. dollars) |  | December 31, 2022
Accident years prior to 2013 |  | $ | — |
Accident years 2013 - 2022 from tables above |  | 3,253 |
All Accident years |  | $ | 3,253 |
Supplementary Information: (Favorable)/ Adverse Prior Period Development |  |
(in millions of U.S. dollars) |  | December 31, 2022
Accident years prior to 2013 |  | $ | (11) |
Accident years 2013 - 2022 from tables above |  | (319) |
All Accident years |  | $ | (330) |
Supplementary Information: Average Annual Percentage Payout of Net Incurred Claims by Age, as of December 31, 2022 (Unaudited)
Age in Years | 1 |  |  | 2 |  |  | 3 |  |  | 4 |  |  | 5 |  |  | 6 |  |  | 7 |  |  | 8 |  |  | 9 |  |  | 10 |
Percentage | 45 | % |  | 36 | % |  | 8 | % |  | 3 | % |  | 1 | % |  | 1 | % |  | 1 | % |  | — | % |  | — | % |  | 1 | %
North America Personal P&C Insurance — Short-tail Chubb provides personal lines coverages for high-net-worth individuals and families in North America including homeowners, automobile, valuable articles (including fine art), umbrella liability, and recreational marine insurance offered through independent regional agents and brokers. During this ten-year period, this segment was also impacted by natural catastrophes, mainly in the 2017 and 2018 accident years.
Net Incurred Loss and Allocated Loss Adjustment Expenses |  |  |  |
|  | Years Ended December 31 |  | As of December 31 2022
(in millions of U.S. dollars) | Unaudited |  |  |  | Net IBNR Reserves | Reported Claims (in thousands)
Accident Year | 2013 |  | 2014 |  | 2015 |  | 2016 |  | 2017 |  | 2018 |  | 2019 |  | 2020 |  | 2021 |  | 2022 |
2013 | $ | 1,848 |  |  | $ | 1,876 |  |  | $ | 1,884 |  |  | $ | 1,888 |  |  | $ | 1,912 |  |  | $ | 1,924 |  |  | $ | 1,932 |  |  | $ | 1,935 |  |  | $ | 1,936 |  |  | $ | 1,933 |  |  | $ | 18 |  |  | 132 |
2014 |  |  | 2,198 |  |  | 2,199 |  |  | 2,185 |  |  | 2,139 |  |  | 2,153 |  |  | 2,140 |  |  | 2,134 |  |  | 2,134 |  |  | 2,133 |  |  | 9 |  |  | 144 |
2015 |  |  |  |  | 2,487 |  |  | 2,542 |  |  | 2,553 |  |  | 2,536 |  |  | 2,556 |  |  | 2,562 |  |  | 2,559 |  |  | 2,561 |  |  | 12 |  |  | 148 |
2016 |  |  |  |  |  |  | 2,433 |  |  | 2,529 |  |  | 2,538 |  |  | 2,476 |  |  | 2,464 |  |  | 2,457 |  |  | 2,465 |  |  | 17 |  |  | 154 |
2017 |  |  |  |  |  |  |  |  | 3,027 |  |  | 3,062 |  |  | 2,995 |  |  | 2,991 |  |  | 2,991 |  |  | 3,000 |  |  | 16 |  |  | 163 |
2018 |  |  |  |  |  |  |  |  |  |  | 3,001 |  |  | 3,029 |  |  | 3,095 |  |  | 3,110 |  |  | 3,131 |  |  | 93 |  |  | 170 |
2019 |  |  |  |  |  |  |  |  |  |  |  |  | 2,948 |  |  | 2,985 |  |  | 2,986 |  |  | 2,978 |  |  | 116 |  |  | 156 |
2020 |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 2,922 |  |  | 2,627 |  |  | 2,626 |  |  | 206 |  |  | 123 |
2021 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 3,027 |  |  | 2,877 |  |  | 245 |  |  | 129 |
2022 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 3,102 |  |  | 1,217 |  |  | 94 |
Total |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | $ | 26,806 |  |  |  |  |
North America Personal P&C Insurance — Short-tail (continued)
Net Cumulative Paid Loss and Allocated Loss Adjustment Expenses
|  |  |  | Years Ended December 31
(in millions of U.S. dollars) | Unaudited |  |
Accident Year |  | 2013 |  | 2014 |  | 2015 |  | 2016 |  | 2017 |  | 2018 |  | 2019 |  | 2020 |  | 2021 |  | 2022
2013 |  | $ | 1,036 |  |  | $ | 1,494 |  |  | $ | 1,676 |  |  | $ | 1,775 |  |  | $ | 1,831 |  |  | $ | 1,873 |  |  | $ | 1,884 |  |  | $ | 1,906 |  |  | $ | 1,904 |  |  | $ | 1,910 |
2014 |  |  |  | 1,306 |  |  | 1,759 |  |  | 1,919 |  |  | 2,028 |  |  | 2,073 |  |  | 2,100 |  |  | 2,109 |  |  | 2,116 |  |  | 2,119 |
2015 |  |  |  |  |  | 1,495 |  |  | 2,078 |  |  | 2,264 |  |  | 2,385 |  |  | 2,472 |  |  | 2,501 |  |  | 2,526 |  |  | 2,535 |
2016 |  |  |  |  |  |  |  | 1,449 |  |  | 2,046 |  |  | 2,205 |  |  | 2,308 |  |  | 2,364 |  |  | 2,391 |  |  | 2,422 |
2017 |  |  |  |  |  |  |  |  |  | 1,693 |  |  | 2,514 |  |  | 2,661 |  |  | 2,793 |  |  | 2,863 |  |  | 2,930 |
2018 |  |  |  |  |  |  |  |  |  |  |  | 1,922 |  |  | 2,542 |  |  | 2,699 |  |  | 2,857 |  |  | 2,971 |
2019 |  |  |  |  |  |  |  |  |  |  |  |  |  | 1,663 |  |  | 2,431 |  |  | 2,610 |  |  | 2,718 |
2020 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 1,330 |  |  | 1,990 |  |  | 2,223 |
2021 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 1,583 |  |  | 2,368 |
2022 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 1,411 |
Total |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | $ | 23,607 |
Net Liabilities for Loss and Allocated Loss Adjustment Expenses |  |
(in millions of U.S. dollars) |  | December 31, 2022
Accident years prior to 2013 |  | $ | 26 |
Accident years 2013 - 2022 from tables above |  | 3,199 |
All Accident years |  | $ | 3,225 |
Supplementary Information: (Favorable)/ Adverse Prior Period Development
(in millions of U.S. dollars) |  | December 31, 2022
Accident years prior to 2013 |  | $ | (5) |
Accident years 2013 - 2022 from tables above |  | (123) |
All Accident years |  | $ | (128) |
Supplementary Information: Average Annual Percentage Payout of Net Incurred Claims by Age, as of December 31, 2022 (Unaudited)
Age in Years | 1 |  |  | 2 |  |  | 3 |  |  | 4 |  |  | 5 |  |  | 6 |  |  | 7 |  |  | 8 |  |  | 9 |  |  | 10 |
Percentage | 56 | % |  | 24 | % |  | 7 | % |  | 5 | % |  | 3 | % |  | 2 | % |  | 1 | % |  | 1 | % |  | — | % |  | — | %
Overseas General Insurance — Casualty — Long-tail This product line comprises D&O liability, E&O liability, financial institutions (including crime/fidelity coverages), and non-U.S. general liability as well as aviation and political risk. Exposures are located around the world, including Europe, Latin America, and Asia. Approximately 45 percent of Chubb Overseas General business is generated by European accounts, exclusive of Lloyd's market. There is some U.S. exposure in Casualty from multinational accounts and in financial lines for Lloyd's market. The financial lines coverages are typically written on a claims-made form, while general liability coverages are typically on an occurrence basis and comprises a mix of primary and excess businesses.
Net Incurred Loss and Allocated Loss Adjustment Expenses |  |  |  |
|  |  | Years Ended December 31 |  | As of December 31 2022
(in millions of U.S. dollars) | Unaudited |  |  |  | Net IBNR Reserves |  | Reported Claims (in thousands)
Accident Year | 2013 |  | 2014 |  | 2015 |  | 2016 |  | 2017 |  | 2018 |  | 2019 |  | 2020 |  | 2021 |  | 2022 |
2013 | $ | 1,186 |  |  | $ | 1,181 |  |  | $ | 1,174 |  |  | $ | 1,217 |  |  | $ | 1,172 |  |  | $ | 1,139 |  |  | $ | 1,084 |  |  | $ | 1,054 |  |  | $ | 1,074 |  |  | $ | 1,094 |  |  | $ | 65 |  |  | 37 |
2014 |  |  | 1,186 |  |  | 1,253 |  |  | 1,261 |  |  | 1,277 |  |  | 1,197 |  |  | 1,118 |  |  | 1,081 |  |  | 1,092 |  |  | 1,096 |  |  | 100 |  |  | 38 |
2015 |  |  |  |  | 1,107 |  |  | 1,199 |  |  | 1,226 |  |  | 1,248 |  |  | 1,229 |  |  | 1,172 |  |  | 1,157 |  |  | 1,174 |  |  | 131 |  |  | 40 |
2016 |  |  |  |  |  |  | 1,138 |  |  | 1,234 |  |  | 1,298 |  |  | 1,327 |  |  | 1,317 |  |  | 1,328 |  |  | 1,263 |  |  | 117 |  |  | 42 |
2017 |  |  |  |  |  |  |  |  | 1,128 |  |  | 1,224 |  |  | 1,271 |  |  | 1,318 |  |  | 1,283 |  |  | 1,319 |  |  | 149 |  |  | 43 |
2018 |  |  |  |  |  |  |  |  |  |  | 1,224 |  |  | 1,273 |  |  | 1,332 |  |  | 1,375 |  |  | 1,330 |  |  | 282 |  |  | 43 |
2019 |  |  |  |  |  |  |  |  |  |  |  |  | 1,295 |  |  | 1,360 |  |  | 1,382 |  |  | 1,373 |  |  | 358 |  |  | 42 |
2020 |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 1,669 |  |  | 1,589 |  |  | 1,509 |  |  | 835 |  |  | 34 |
2021 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 1,604 |  |  | 1,650 |  |  | 1,111 |  |  | 35 |
2022 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 1,741 |  |  | 1,475 |  |  | 29 |
Total |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | $ | 13,549 |  |  |  |  |
Net Cumulative Paid Loss and Allocated Loss Adjustment Expenses |  |
|  |  |  | Years Ended December 31 |  |
(in millions of U.S. dollars) | Unaudited |  |  |  |
Accident Year |  | 2013 |  | 2014 |  | 2015 |  | 2016 |  | 2017 |  | 2018 |  | 2019 |  | 2020 |  | 2021 |  | 2022 |  |
2013 |  | $ | 78 |  |  | $ | 246 |  |  | $ | 393 |  |  | $ | 532 |  |  | $ | 667 |  |  | $ | 763 |  |  | $ | 826 |  |  | $ | 875 |  |  | $ | 896 |  |  | $ | 913 |  |  |
2014 |  |  |  | 104 |  |  | 273 |  |  | 440 |  |  | 567 |  |  | 675 |  |  | 754 |  |  | 815 |  |  | 857 |  |  | 886 |  |  |
2015 |  |  |  |  |  | 79 |  |  | 265 |  |  | 460 |  |  | 631 |  |  | 745 |  |  | 821 |  |  | 895 |  |  | 927 |  |  |
2016 |  |  |  |  |  |  |  | 119 |  |  | 303 |  |  | 500 |  |  | 642 |  |  | 760 |  |  | 851 |  |  | 974 |  |  |
2017 |  |  |  |  |  |  |  |  |  | 90 |  |  | 296 |  |  | 494 |  |  | 647 |  |  | 805 |  |  | 931 |  |  |
2018 |  |  |  |  |  |  |  |  |  |  |  | 104 |  |  | 309 |  |  | 465 |  |  | 602 |  |  | 718 |  |  |
2019 |  |  |  |  |  |  |  |  |  |  |  |  |  | 116 |  |  | 313 |  |  | 440 |  |  | 642 |  |  |
2020 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 101 |  |  | 271 |  |  | 425 |  |  |
2021 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 110 |  |  | 268 |  |  |
2022 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 83 |  |  |
Total |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | $ | 6,767 |  |  |
Net Liabilities for Loss and Allocated Loss Adjustment Expenses
(in millions of U.S. dollars) |  | December 31, 2022
Accident years prior to 2013 |  | $ | 505 |
Accident years 2013 - 2022 from tables above |  | 6,782 |
All Accident years |  | $ | 7,287 |
Overseas General Insurance — Casualty — Long-tail (continued) |  |
Supplementary Information: (Favorable)/ Adverse Prior Period Development
(in millions of U.S. dollars) |  | December 31, 2022
Accident years prior to 2013 |  | $ | 8 |
Accident years 2013 - 2022 from tables above |  | (76) |
All Accident years |  | $ | (68) |
Supplementary Information: Average Annual Percentage Payout of Net Incurred Claims by Age, as of December 31, 2022 (Unaudited)
Age in Years | 1 |  |  | 2 |  |  | 3 |  |  | 4 |  |  | 5 |  |  | 6 |  |  | 7 |  |  | 8 |  |  | 9 |  |  | 10 |
Percentage | 7 | % |  | 14 | % |  | 13 | % |  | 12 | % |  | 10 | % |  | 8 | % |  | 7 | % |  | 4 | % |  | 2 | % |  | 2 | %
Overseas General Insurance — Non-Casualty — Short-tail This product line is comprised of commercial fire, marine (predominantly cargo), surety, personal automobile (in Latin America, Asia Pacific and Japan), personal cell phones, personal residential (including high net worth), energy, and construction. In general, these lines have relatively stable payment and reporting patterns although they are impacted by natural catastrophes mainly in the 2017, 2018, and 2022 accident years. For the Chubb Overseas General non-casualty book, Europe, exclusive of Lloyd's market, makes up about one third, Latin America makes up about one quarter, and Asia makes up about one fifth.
Net Incurred Loss and Allocated Loss Adjustment Expenses |  |  |  |
|  |  | Years Ended December 31 |  | As of December 31 2022
(in millions of U.S. dollars) | Unaudited |  |  |  | Net IBNR Reserves |  | Reported Claims (in thousands)
Accident Year | 2013 |  | 2014 |  | 2015 |  | 2016 |  | 2017 |  | 2018 |  | 2019 |  | 2020 |  | 2021 |  | 2022 |
2013 | $ | 1,656 |  |  | $ | 1,651 |  |  | $ | 1,590 |  |  | $ | 1,545 |  |  | $ | 1,540 |  |  | $ | 1,513 |  |  | $ | 1,501 |  |  | $ | 1,492 |  |  | $ | 1,483 |  |  | $ | 1,481 |  |  | $ | 12 |  |  | 560 |
2014 |  |  | 1,727 |  |  | 1,790 |  |  | 1,737 |  |  | 1,725 |  |  | 1,691 |  |  | 1,682 |  |  | 1,675 |  |  | 1,669 |  |  | 1,661 |  |  | 5 |  |  | 534 |
2015 |  |  |  |  | 1,815 |  |  | 1,932 |  |  | 1,907 |  |  | 1,876 |  |  | 1,860 |  |  | 1,853 |  |  | 1,836 |  |  | 1,835 |  |  | 7 |  |  | 557 |
2016 |  |  |  |  |  |  | 1,920 |  |  | 1,914 |  |  | 1,901 |  |  | 1,880 |  |  | 1,883 |  |  | 1,913 |  |  | 1,911 |  |  | 35 |  |  | 566 |
2017 |  |  |  |  |  |  |  |  | 2,067 |  |  | 2,107 |  |  | 2,093 |  |  | 2,075 |  |  | 2,099 |  |  | 2,096 |  |  | 23 |  |  | 577 |
2018 |  |  |  |  |  |  |  |  |  |  | 2,022 |  |  | 2,107 |  |  | 2,070 |  |  | 2,044 |  |  | 2,013 |  |  | 39 |  |  | 612 |
2019 |  |  |  |  |  |  |  |  |  |  |  |  | 2,044 |  |  | 2,060 |  |  | 2,000 |  |  | 1,989 |  |  | (15) |  |  | 631 |
2020 |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 2,378 |  |  | 2,244 |  |  | 2,120 |  |  | 164 |  |  | 533 |
2021 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 2,462 |  |  | 2,374 |  |  | 241 |  |  | 541 |
2022 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 2,728 |  |  | 696 |  |  | 597 |
Total |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | $ | 20,208 |  |  |  |  |
Overseas General Insurance — Non-Casualty — Short-tail (continued)
Net Cumulative Paid Loss and Allocated Loss Adjustment Expenses
|  |  |  | Years Ended December 31
(in millions of U.S. dollars) | Unaudited |  |
Accident Year |  | 2013 |  | 2014 |  | 2015 |  | 2016 |  | 2017 |  | 2018 |  | 2019 |  | 2020 |  | 2021 |  | 2022
2013 |  | $ | 643 |  |  | $ | 1,186 |  |  | $ | 1,369 |  |  | $ | 1,399 |  |  | $ | 1,433 |  |  | $ | 1,451 |  |  | $ | 1,458 |  |  | $ | 1,461 |  |  | $ | 1,458 |  |  | $ | 1,458 |
2014 |  |  |  | 699 |  |  | 1,327 |  |  | 1,526 |  |  | 1,585 |  |  | 1,614 |  |  | 1,627 |  |  | 1,641 |  |  | 1,648 |  |  | 1,641 |
2015 |  |  |  |  |  | 789 |  |  | 1,437 |  |  | 1,656 |  |  | 1,732 |  |  | 1,754 |  |  | 1,781 |  |  | 1,798 |  |  | 1,801 |
2016 |  |  |  |  |  |  |  | 938 |  |  | 1,554 |  |  | 1,740 |  |  | 1,807 |  |  | 1,831 |  |  | 1,840 |  |  | 1,845 |
2017 |  |  |  |  |  |  |  |  |  | 980 |  |  | 1,726 |  |  | 1,893 |  |  | 1,964 |  |  | 2,004 |  |  | 2,062 |
2018 |  |  |  |  |  |  |  |  |  |  |  | 930 |  |  | 1,620 |  |  | 1,812 |  |  | 1,878 |  |  | 1,893 |
2019 |  |  |  |  |  |  |  |  |  |  |  |  |  | 979 |  |  | 1,620 |  |  | 1,804 |  |  | 1,869 |
2020 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 1,003 |  |  | 1,602 |  |  | 1,746 |
2021 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 944 |  |  | 1,692 |
2022 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 1,122 |
Total |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | $ | 17,129 |
(in millions of U.S. dollars) |  | December 31, 2022
Accident years prior to 2013 |  | $ | 127 |
Accident years 2013 - 2022 from tables above |  | 3,079 |
All Accident years |  | $ | 3,206 |
Supplementary Information: (Favorable)/ Adverse Prior Period Development
(in millions of U.S. dollars) |  | December 31, 2022
Accident years prior to 2013 |  | $ | (10) |
Accident years 2013 - 2022 from tables above |  | (270) |
All Accident years |  | $ | (280) |
Supplementary Information: Average Annual Percentage Payout of Net Incurred Claims by Age, as of December 31, 2022 (Unaudited)
Age in Years | 1 |  |  | 2 |  |  | 3 |  |  | 4 |  |  | 5 |  |  | 6 |  |  | 7 |  |  | 8 |  |  | 9 |  |  | 10 |
Percentage | 45 | % |  | 34 | % |  | 10 | % |  | 3 | % |  | 1 | % |  | 1 | % |  | 1 | % |  | — | % |  | — | % |  | — | %
Global Reinsurance Chubb analyzes its Global Reinsurance business on a treaty year basis rather than on an accident year basis. Treaty year data was converted to an accident year basis for the purposes of this disclosure. Mix shifts are an important consideration in these product line groupings. As proportional business and excess of loss business have different earning and loss reporting and payment patterns, this change in mix will affect the cash flow patterns across the accident years. In addition, the shift from excess to proportional business over time will make the cash flow patterns of older and more recent years difficult to compare. In general, the proportional business will pay out more quickly than the excess of loss business, as such, using older years development patterns may overstate the ultimate loss estimates in more recent years. Global Reinsurance — Casualty — Long-tail This product line includes proportional and excess coverages in general, automobile liability, professional liability, medical malpractice, and workers' compensation, with exposures located around the world. In general, reinsurance exhibits less stable development patterns than primary business. In particular, general casualty reinsurance and excess coverages are long-tailed and can be very volatile.
Global Reinsurance — Casualty — Long-tail (continued)
Net Incurred Loss and Allocated Loss Adjustment Expenses |  |
|  | Years Ended December 31 |  | As of December 31 2022
(in millions of U.S. dollars) | Unaudited |  |  |  | Net IBNR Reserves
Accident Year | 2013 |  | 2014 |  | 2015 |  | 2016 |  | 2017 |  | 2018 |  | 2019 |  | 2020 |  | 2021 |  | 2022 |
2013 | $ | 317 |  |  | $ | 323 |  |  | $ | 326 |  |  | $ | 326 |  |  | $ | 327 |  |  | $ | 320 |  |  | $ | 313 |  |  | $ | 307 |  |  | $ | 305 |  |  | $ | 302 |  |  | $ | 6 |
2014 |  |  | 329 |  |  | 330 |  |  | 335 |  |  | 338 |  |  | 339 |  |  | 343 |  |  | 326 |  |  | 326 |  |  | 325 |  |  | 8 |
2015 |  |  |  |  | 280 |  |  | 285 |  |  | 295 |  |  | 296 |  |  | 304 |  |  | 300 |  |  | 304 |  |  | 306 |  |  | 11 |
2016 |  |  |  |  |  |  | 218 |  |  | 222 |  |  | 230 |  |  | 229 |  |  | 238 |  |  | 238 |  |  | 243 |  |  | 11 |
2017 |  |  |  |  |  |  |  |  | 208 |  |  | 210 |  |  | 214 |  |  | 212 |  |  | 213 |  |  | 212 |  |  | 4 |
2018 |  |  |  |  |  |  |  |  |  |  | 237 |  |  | 240 |  |  | 247 |  |  | 243 |  |  | 246 |  |  | 12 |
2019 |  |  |  |  |  |  |  |  |  |  |  |  | 232 |  |  | 240 |  |  | 236 |  |  | 235 |  |  | 37 |
2020 |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 241 |  |  | 245 |  |  | 236 |  |  | 60 |
2021 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 277 |  |  | 281 |  |  | 136 |
2022 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 293 |  |  | 206 |
Total |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | $ | 2,679 |  |  |
Net Cumulative Paid Loss and Allocated Loss Adjustment Expenses
|  |  |  | Years Ended December 31
(in millions of U.S. dollars) | Unaudited |  |
Accident Year |  | 2013 |  | 2014 |  | 2015 |  | 2016 |  | 2017 |  | 2018 |  | 2019 |  | 2020 |  | 2021 |  | 2022
2013 |  | $ | 64 |  |  | $ | 142 |  |  | $ | 185 |  |  | $ | 221 |  |  | $ | 240 |  |  | $ | 258 |  |  | $ | 266 |  |  | $ | 269 |  |  | $ | 275 |  |  | $ | 279 |
2014 |  |  |  | 91 |  |  | 183 |  |  | 216 |  |  | 247 |  |  | 262 |  |  | 273 |  |  | 283 |  |  | 292 |  |  | 297 |
2015 |  |  |  |  |  | 89 |  |  | 157 |  |  | 189 |  |  | 215 |  |  | 230 |  |  | 247 |  |  | 263 |  |  | 272 |
2016 |  |  |  |  |  |  |  | 56 |  |  | 111 |  |  | 140 |  |  | 157 |  |  | 172 |  |  | 189 |  |  | 205 |
2017 |  |  |  |  |  |  |  |  |  | 46 |  |  | 98 |  |  | 120 |  |  | 137 |  |  | 152 |  |  | 172 |
2018 |  |  |  |  |  |  |  |  |  |  |  | 40 |  |  | 93 |  |  | 122 |  |  | 145 |  |  | 166 |
2019 |  |  |  |  |  |  |  |  |  |  |  |  |  | 39 |  |  | 88 |  |  | 114 |  |  | 137 |
2020 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 41 |  |  | 98 |  |  | 123 |
2021 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 35 |  |  | 86 |
2022 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 39 |
Total |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | $ | 1,776 |
Net Liabilities for Loss and Allocated Loss Adjustment Expenses
(in millions of U.S. dollars) |  | December 31, 2022
Accident years prior to 2013 |  | $ | 305 |
Accident years 2013 - 2022 from tables above |  | 903 |
All Accident years |  | $ | 1,208 |
Supplementary Information: (Favorable)/ Adverse Prior Period Development
(in millions of U.S. dollars) |  | December 31, 2022
Accident years prior to 2013 |  | $ | (7) |
Accident years 2013 - 2022 from tables above |  | (1) |
All Accident years |  | $ | (8) |
Supplementary Information: Average Annual Percentage Payout of Net Incurred Claims by Age, as of December 31, 2022 (Unaudited)
Age in Years | 1 |  |  | 2 |  |  | 3 |  |  | 4 |  |  | 5 |  |  | 6 |  |  | 7 |  |  | 8 |  |  | 9 |  |  | 10 |
Percentage | 20 | % |  | 23 | % |  | 11 | % |  | 9 | % |  | 6 | % |  | 6 | % |  | 4 | % |  | 2 | % |  | 2 | % |  | 1 | %
Global Reinsurance — Non-Casualty — Short-tail This product line includes property, property catastrophe, marine, credit/surety, mortgage, A&H and energy. This product line is impacted by natural catastrophes, particularly in the 2017, 2018, 2020, 2021, and 2022 accident years. Of the non-catastrophe book, the mixture of business varies by year with approximately 85 percent of loss on proportional treaties in treaty year 2013 and after. This percentage has increased over time with the proportion being approximately 79 percent for treaty years 2013-2017 growing to an average of 91 percent for treaty years 2018 to 2022, with the remainder being written on an excess of loss basis.
Net Incurred Loss and Allocated Loss Adjustment Expenses |  |  |  | As of December 31 2022
|  | Years Ended December 31 |
(in millions of U.S. dollars) | Unaudited |  |  |  | Net IBNR Reserves
Accident Year | 2013 |  | 2014 |  | 2015 |  | 2016 |  | 2017 |  | 2018 |  | 2019 |  | 2020 |  | 2021 |  | 2022 |
2013 | $ | 157 |  |  | $ | 154 |  |  | $ | 143 |  |  | $ | 137 |  |  | $ | 139 |  |  | $ | 136 |  |  | $ | 136 |  |  | $ | 135 |  |  | $ | 134 |  |  | $ | 134 |  |  | $ | — |
2014 |  |  | 159 |  |  | 175 |  |  | 174 |  |  | 177 |  |  | 175 |  |  | 174 |  |  | 173 |  |  | 172 |  |  | 170 |  |  | 1 |
2015 |  |  |  |  | 144 |  |  | 152 |  |  | 158 |  |  | 158 |  |  | 151 |  |  | 156 |  |  | 154 |  |  | 154 |  |  | — |
2016 |  |  |  |  |  |  | 176 |  |  | 182 |  |  | 184 |  |  | 187 |  |  | 183 |  |  | 181 |  |  | 181 |  |  | 2 |
2017 |  |  |  |  |  |  |  |  | 395 |  |  | 421 |  |  | 451 |  |  | 449 |  |  | 453 |  |  | 456 |  |  | 12 |
2018 |  |  |  |  |  |  |  |  |  |  | 279 |  |  | 287 |  |  | 290 |  |  | 286 |  |  | 291 |  |  | 7 |
2019 |  |  |  |  |  |  |  |  |  |  |  |  | 132 |  |  | 130 |  |  | 127 |  |  | 121 |  |  | 8 |
2020 |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 209 |  |  | 253 |  |  | 277 |  |  | 34 |
2021 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 340 |  |  | 350 |  |  | 43 |
2022 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 346 |  |  | 220 |
Total |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | $ | 2,480 |  |  |
Net Cumulative Paid Loss and Allocated Loss Adjustment Expenses
|  |  | Years Ended December 31
(in millions of U.S. dollars) | Unaudited |  |
Accident Year |  | 2013 |  | 2014 |  | 2015 |  | 2016 |  | 2017 |  | 2018 |  | 2019 |  | 2020 |  | 2021 |  | 2022
2013 |  | $ | 45 |  |  | $ | 100 |  |  | $ | 118 |  |  | $ | 127 |  |  | $ | 130 |  |  | $ | 132 |  |  | $ | 133 |  |  | $ | 134 |  |  | $ | 134 |  |  | $ | 134 |
2014 |  |  |  | 63 |  |  | 125 |  |  | 147 |  |  | 157 |  |  | 162 |  |  | 164 |  |  | 166 |  |  | 166 |  |  | 167 |
2015 |  |  |  |  |  | 56 |  |  | 102 |  |  | 130 |  |  | 140 |  |  | 144 |  |  | 148 |  |  | 150 |  |  | 151 |
2016 |  |  |  |  |  |  |  | 56 |  |  | 129 |  |  | 155 |  |  | 166 |  |  | 172 |  |  | 175 |  |  | 176 |
2017 |  |  |  |  |  |  |  |  |  | 191 |  |  | 321 |  |  | 400 |  |  | 414 |  |  | 427 |  |  | 433 |
2018 |  |  |  |  |  |  |  |  |  |  |  | 94 |  |  | 250 |  |  | 266 |  |  | 269 |  |  | 273 |
2019 |  |  |  |  |  |  |  |  |  |  |  |  |  | 35 |  |  | 81 |  |  | 95 |  |  | 103 |
2020 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 62 |  |  | 177 |  |  | 215 |
2021 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 158 |  |  | 277 |
2022 |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | 74 |
Total |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | $ | 2,003 |
Net Liabilities for Loss and Allocated Loss Adjustment Expenses
(in millions of U.S. dollars) |  | December 31, 2022
Accident years prior to 2013 |  | $ | 17 |
Accident years 2013 - 2022 from tables above |  | 477 |
All Accident years |  | $ | 494 |
Supplementary Information: (Favorable)/ Adverse Prior Period Development
(in millions of U.S. dollars) |  | December 31, 2022
Accident years prior to 2013 |  | $ | (4) |
Accident years 2013 - 2022 from tables above |  | 34 |
All Accident years |  | $ | 30 |
Global Reinsurance — Non-Casualty — Short-tail (continued)
Supplementary Information: Average Annual Percentage Payout of Net Incurred Claims by Age, as of December 31, 2022 (Unaudited)
Age in Years | 1 |  |  | 2 |  |  | 3 |  |  | 4 |  |  | 5 |  |  | 6 |  |  | 7 |  |  | 8 |  |  | 9 |  |  | 10 |
Percentage | 34 | % |  | 40 | % |  | 15 | % |  | 5 | % |  | 3 | % |  | 2 | % |  | 1 | % |  | — | % |  | — | % |  | — | %
Prior Period Development — Supplementary Information The following table presents a reconciliation of the loss development triangles above to prior period development:
| Components of PPD |
Year Ended December 31, 2022 (in millions of U.S. dollars) (favorable)/unfavorable | 2013 - 2021 accident years (implied PPD per loss triangles) |  | Accident years prior to 2013 |  | Other (1) |  |  | PPD on loss reserves |  | RIPs, Expense adjustments, and earned premiums |  |  | Total |
North America Commercial P&C Insurance |  |  |  |  |  |  |  |  |  |  |  |  |  |
Long-tail | $ | (83) |  |  | $ | 22 |  |  | $ | (253) |  |  |  | $ | (314) |  |  | $ | 85 |  |  |  | $ | (229) |  |
Short-tail | (319) |  |  | (11) |  |  | (30) |  |  |  | (360) |  |  | 27 |  |  |  | (333) |  |
| (402) |  |  | 11 |  |  | (283) |  | (2) |  | (674) |  |  | 112 |  | (3) |  | (562) |  |
North America Personal P&C Insurance (Short-tail) | (123) |  |  | (5) |  |  | (58) |  | (4) |  | (186) |  |  | — |  |  |  | (186) |  |
Overseas General Insurance |  |  |  |  |  |  |  |  |  |  |  |  |  |
Long-tail | (76) |  |  | 8 |  |  | 3 |  |  |  | (65) |  |  | — |  |  |  | (65) |  |
Short-tail | (270) |  |  | (10) |  |  | (103) |  |  |  | (383) |  |  | — |  |  |  | (383) |  |
| (346) |  |  | (2) |  |  | (100) |  | (5) |  | (448) |  |  | — |  |  |  | (448) |  |
Global Reinsurance |  |  |  |  |  |  |  |  |  |  |  |  |  |
Long-tail | (1) |  |  | (7) |  |  | 1 |  |  |  | (7) |  |  | — |  |  |  | (7) |  |
Short-tail | 34 |  |  | (4) |  |  | — |  |  |  | 30 |  |  | (1) |  |  |  | 29 |  |
| 33 |  |  | (11) |  |  | 1 |  |  |  | 23 |  |  | (1) |  |  |  | 22 |  |
Subtotal | $ | (838) |  |  | $ | (7) |  |  | $ | (440) |  |  |  | $ | (1,285) |  |  | $ | 111 |  |  |  | $ | (1,174) |  |
North America Agricultural Insurance (Short-tail) |  |  |  |  |  |  |  | $ | (227) |  |  | $ | 166 |  |  |  | $ | (61) |  |
Corporate (Long-tail) |  |  |  |  |  |  |  | 359 |  |  | — |  |  |  | 359 |  |
Consolidated PPD |  |  |  |  |  |  |  | $ | (1,153) |  |  | $ | 277 |  |  |  | $ | (876) |  |
(1) Other includes the impact of foreign exchange. (2) Includes favorable development of $161 million related to our Alternative Risk Solutions business (U.S. and Bermuda) and an adjustment to exclude $46 million in unfavorable development in the workers' compensation line, associated with an increase in exposure for which additional premiums were collected; the remaining difference relates to a number of other items, none of which are individually material. (3) Includes premium returns associated with our Alternative Risk Solutions business, which is excluded from the triangles. (4) Includes $48 million relating to the Colorado Wildfire CAT event that began December 30, 2021. (5) Includes favorable development of $105 million related to International A&H business; the remaining difference relates to a number of other items, none of which are individually material. Prior Period Development Prior period development (PPD) arises from changes to loss estimates recognized in the current year that relate to loss events that occurred in previous calendar years and excludes the effect of losses from the development of earned premium from previous accident years. Long-tail lines include lines such as workers' compensation, general liability, and financial lines; while short-tail lines include lines such as most property lines, energy, personal accident, and agriculture. The following table summarizes (favorable) and adverse PPD by segment:
Years Ended December 31 (in millions of U.S. dollars, except for percentages) | Long-tail |  | Short-tail |  | Total |  | % of beginning net unpaid reserves (1) |  |
2022 |  |  |  |  |  |  |  |  |
North America Commercial P&C Insurance | $ | (229) |  |  | $ | (333) |  |  | $ | (562) |  |  | 1.0 | % |  |
North America Personal P&C Insurance | — |  |  | (186) |  |  | (186) |  |  | 0.3 | % |  |
North America Agricultural Insurance | — |  |  | (61) |  |  | (61) |  |  | 0.1 | % |  |
Overseas General Insurance | (65) |  |  | (383) |  |  | (448) |  |  | 0.8 | % |  |
Global Reinsurance | (7) |  |  | 29 |  |  | 22 |  |  | — | % |  |
Corporate | 359 |  |  | — |  |  | 359 |  |  | 0.6 | % |  |
Total | $ | 58 |  |  | $ | (934) |  |  | $ | (876) |  |  | 1.5 | % |  |
2021 |  |  |  |  |  |  |  |  |
North America Commercial P&C Insurance | $ | (482) |  |  | $ | (280) |  |  | $ | (762) |  |  | 1.4 | % |  |
North America Personal P&C Insurance | — |  |  | (305) |  |  | (305) |  |  | 0.6 | % |  |
North America Agricultural Insurance | — |  |  | 10 |  |  | 10 |  |  | — | % |  |
Overseas General Insurance | (106) |  |  | (335) |  |  | (441) |  |  | 0.8 | % |  |
Global Reinsurance | (25) |  |  | 28 |  |  | 3 |  |  | — | % |  |
Corporate | 569 |  |  | — |  |  | 569 |  |  | 1.1 | % |  |
Total | $ | (44) |  |  | $ | (882) |  |  | $ | (926) |  |  | 1.7 | % |  |
2020 |  |  |  |  |  |  |  |  |
North America Commercial P&C Insurance | $ | (672) |  |  | $ | (30) |  |  | $ | (702) |  |  | 1.4 | % |  |
North America Personal P&C Insurance | — |  |  | 63 |  |  | 63 |  |  | 0.1 | % |  |
North America Agricultural Insurance | — |  |  | (10) |  |  | (10) |  |  | — | % |  |
Overseas General Insurance | (49) |  |  | (101) |  |  | (150) |  |  | 0.3 | % |  |
Global Reinsurance | (25) |  |  | (4) |  |  | (29) |  |  | 0.1 | % |  |
Corporate | 433 |  |  | — |  |  | 433 |  |  | 0.9 | % |  |
Total | $ | (313) |  |  | $ | (82) |  |  | $ | (395) |  |  | 0.8 | % |  |
(1) Calculated based on the beginning of period consolidated net unpaid losses and loss expenses. Significant prior period movements by segment, principally driven by reserve reviews completed during each respective period, are discussed in more detail below. The remaining net development for long-tail lines and short-tail business for each segment and Corporate comprises numerous favorable and adverse movements across a number of lines and accident years, none of which is significant individually or in the aggregate. North America Commercial P&C Insurance. Net favorable development in 2022 included $496 million in workers' compensation from lower than expected loss experience, updates to loss development factors, and our annual assessment of multi-claimant events, including industrial accidents. The favorable development was partially offset by net adverse development of $177 million in commercial auto liability, driven by adverse reported loss experience and explicit recognition of anticipated increases in claim severity trend, $96 million from commercial umbrella/excess portfolios, driven by higher than expected loss emergence and increases in our claims severity trend assumptions, and $82 million from medical risk where reported loss activity was higher than expected, driven by claim severity increases and large loss activity. Net favorable development on our short-tail businesses primarily included $206 million from property and marine portfolios, where paid and reported loss activity for the most recent accident years was lower than expected. Net favorable development in 2021 included favorable development of $303 million on COVID-19 reserves, including $256 million on management liability portfolios. Total favorable development on management liability portfolios of $278 million, including the COVID-19 referenced above, was driven by lower than expected claim frequency including securities class actions. Net favorable development also included $260 million in our workers' compensation business, driven by lower than expected loss experience and related improvements to loss development factors, and $164 million in property and marine coverages, driven by lower than expected loss development. Net favorable development of $702 million in 2020 represented 1.4 percent of the beginning consolidated net unpaid losses and loss expense reserves. North America Personal P&C Insurance. Net favorable development in 2022 primarily included favorable development in the homeowners and valuables lines of business, driven by lower than expected claims reserve development. Net favorable development in 2021 included favorable development primarily in the homeowners and valuables lines of business, which experienced better than expected non-catastrophe loss development. Net adverse development of $63 million in 2020 represented 0.1 percent of the beginning consolidated net unpaid losses and loss expense reserves. Overseas General Insurance. Net favorable development in 2022 included $105 million in A&H lines, driven by favorable loss development in the Asia Pacific, U.K., and Europe regio ns. Net favorable development also included $100 million in property lines, driven by favorable loss development across most regions, favorable catastrophe development in recent accident years, specific case reductions, and salvage and subrogation recoveries. Net favorable development in 2021 included favorable development of $127 million on COVID-19 reserves, including $104 million impact on financial lines. Net favorable development also included favorable development of $111 million in A&H lines across most regions. The favorable development was partially offset by adverse development of $90 million in D&O on specific claims in Australia and the U.K., and adverse professional indemnity development, including medical malpractice, in various regions. Net favorable development of $150 million in 2020 represented 0.3 percent of the beginning consolidated net unpaid losses and loss expense reserves. Corporate. Net adverse development in 2022, 2021, and 2020, included adverse development for molestation claims of $155 million, $417 million, and $254 million, respectively. The $417 million adverse development in 2021 was primarily driven by a settlement-in-principle with the BSA regarding molestation claims. Refer to the Molestation claims section below for further information. Net adverse development for all years also included adverse development for asbestos and environmental liabilities. Molestation claims Chubb's exposure to molestation claims principally arises out of liabilities acquired when it purchased CIGNA's P&C business in 1999, and Chubb Corp in 2016. The vast majority of the current liability relates to exposure from recently enacted "reviver" legislation in certain states that allow civil claims relating to molestation to be asserted against policyholders that would otherwise be barred by statutes of limitations. These exposures are predominantly included in our inactive run-off operations included in the Corporate segment with an immaterial amount in the North America Commercial P&C segment. In December 2021, Chubb reached an agreement-in-principle regarding the bankruptcy of the Boy Scouts of America (BSA). Under this agreement, which is contingent on a variety of conditions and court approvals, our inactive run-off company, Century Indemnity Company, and certain active Chubb companies will pay their respective share of $800 million and obtain a broad release for all Chubb companies from BSA-related abuse claims. This liability was included in our Unpaid losses and loss expenses as of December 31, 2021, and is gross of reinsurance recoverable and previously carried reserves, collectively, of $425 million. In the third quarter of 2022, the bankruptcy court approved the agreement-in-principle regarding the bankruptcy of the Boy Scouts of America (BSA), which will proceed to further approval before the U.S. District Court. Of the $800 million that will be paid per the agreement, $300 million was paid as of December 31, 2022, and the remaining $500 million liability is expected to be paid in 2023. Asbestos and environmental (A&E) Chubb's exposure to A&E claims principally arises out of liabilities acquired when it purchased Westchester Specialty in 1998, CIGNA's P&C business in 1999, and Chubb Corp in 2016. The following table presents a roll-forward of consolidated A&E loss reserves including allocated loss expense reserves for A&E exposures, and the valuation allowance for uncollectible paid and unpaid reinsurance recoverables:
|  | Asbestos |  | Environmental |  | Total |
(in millions of U.S. dollars) |  | Gross |  | Net |  | Gross |  | Net |  | Gross |  | Net |
Balance at December 31, 2019 |  | $ | 1,459 |  |  | $ | 916 |  |  | $ | 529 |  |  | $ | 410 |  |  | $ | 1,988 |  |  | $ | 1,326 |  |
Incurred activity |  | 150 |  |  | 90 |  |  | 79 |  |  | 41 |  |  | 229 |  |  | 131 |  | (1)
Paid activity |  | (258) |  |  | (133) |  |  | (91) |  |  | (72) |  |  | (349) |  |  | (205) |  |
Balance at December 31, 2020 |  | 1,351 |  |  | 873 |  |  | 517 |  |  | 379 |  |  | 1,868 |  |  | 1,252 |  |
Incurred activity |  | 96 |  |  | 64 |  |  | 52 |  |  | 40 |  |  | 148 |  |  | 104 |  | (1)
Paid activity |  | (221) |  |  | (137) |  |  | (167) |  |  | (117) |  |  | (388) |  |  | (254) |  |
Balance at December 31, 2021 |  | 1,226 |  |  | 800 |  |  | 402 |  |  | 302 |  |  | 1,628 |  |  | 1,102 |  |
Incurred activity |  | 87 |  |  | 55 |  |  | 125 |  |  | 77 |  |  | 212 |  |  | 132 |  | (1)
Paid activity |  | (215) |  |  | (152) |  |  | (115) |  |  | (69) |  |  | (330) |  |  | (221) |  |
Balance at December 31, 2022 |  | $ | 1,098 |  |  | $ | 703 |  |  | $ | 412 |  |  | $ | 310 |  |  | $ | 1,510 |  |  | $ | 1,013 |  |
(1) Excludes unallocated loss expenses and the net activity reflects third-party reinsurance other than the aggregate excess of loss reinsurance provided by National Indemnity Company (NICO) to Westchester Specialty (see Westchester Specialty section below). The A&E net loss reserves including allocated loss expense reserves and valuation allowance for uncollectible reinsurance at December 31, 2022 and 2021, shown in the table above is comprised of:
| December 31
(in millions of U.S. dollars) | 2022 |  | 2021
Brandywine operations | $ | 602 |  |  | $ | 646 |
Westchester Specialty | 98 |  |  | 100 |
Chubb Corp | 266 |  |  | 286 |
Other, mainly Overseas General Insurance | 47 |  |  | 70 |
Total | $ | 1,013 |  |  | $ | 1,102 |
Brandywine Run-off entities – The Restructuring Plan and uncertainties relating to Chubb's ultimate Brandywine exposure In 1996, the Pennsylvania Insurance Commissioner approved a plan to restructure INA Financial Corporation and its subsidiaries (the Restructuring) which included the division of Insurance Company of North America (INA) into two separate corporations: (1) An active insurance company that retained the INA name and continued to write P&C business; and (2) An inactive run-off company, now called Century Indemnity Company (Century). As a result of the division, predominantly all A&E and certain other liabilities of INA were ascribed to Century and extinguished, as a matter of Pennsylvania law, as liabilities of INA. As part of the Restructuring, most A&E liabilities of various U.S. affiliates of INA were reinsured to Century. Century and certain other run-off companies having A&E and other liabilities were contributed to Brandywine Holdings. The U.S.-based Chubb INA companies assumed two contractual obligations in respect of the Brandywine operations in connection with the Restructuring: a surplus maintenance obligation in the form of the excess of loss (XOL) agreement and a dividend retention fund obligation. XOL Agreement In 1996, in connection with the Restructuring, a Chubb INA insurance subsidiary provided reinsurance coverage to Century in the amount of $800 million under an Aggregate Excess of Loss Reinsurance Agreement (XOL Agreement), triggerable if the statutory capital and surplus of Century falls below $25 million or if Century lacks liquid assets with which to pay claims as they become due. Dividend Retention Fund INA Financial Corporation established and funded a dividend retention fund (the Dividend Retention Fund) consisting of $50 million plus investment earnings. The full balance of the Dividend Retention Fund was contributed to Century as of December 31, 2002. Under the Restructuring Order, while any obligation to maintain the Dividend Retention Fund is in effect, to the extent dividends are paid by INA Holdings Corporation to its parent, INA Financial Corporation, and to the extent INA Financial Corporation then pays such dividends to INA Corporation, a portion of those dividends must be withheld to replenish the principal of the Dividend Retention Fund to $50 million. In 2022 and 2021, $75 million and $50 million, respectively, were withheld from such dividends and deposited into the Dividend Retention Fund as a result of dividends paid up to the INA Corporation. Pursuant to a 2011 amendment to the Restructuring Order, capital contributions from the Dividend Retention Fund to Century are not required until the XOL Agreement has less than $200 million of capacity remaining on an incurred basis for statutory reporting purposes. The amount of the required capital contribution shall be the lesser of the amount necessary to restore the XOL Agreement remaining capacity to $200 million or the Dividend Retention Fund balance. In 2022 and 2021, capital contributions of $106 million and $18 million were made, respectively, from the Dividend Retention Fund to Century. The Dividend Retention Fund may not be terminated without prior written approval from the Pennsylvania Insurance Commissioner. In 2004, Chubb INA contributed $100 million to Century in exchange for a surplus note. After giving effect to the surplus note, contributions from the Dividend Retention Fund, results from operations and other items impacting statutory surplus, the statutory surplus of Century at December 31, 2022, was $25 million and $669 million in statutory-basis losses have been ceded to the XOL Agreement on an inception-to-date basis. The XOL Agreement statutory-basis remaining limit at December 31, 2022, is $131 million. Century reports the amount ceded under the XOL Agreement in accordance with statutory accounting principles, which differ from GAAP by, among other things, allowing Century to discount its liabilities, including certain asbestos related and environmental pollution liabilities and Century's reinsurance payable to active companies. For GAAP reporting purposes, intercompany reinsurance recoverables related to the XOL are eliminated upon consolidation. While Chubb believes it has no legal obligation to fund Century losses above the XOL limit of coverage, Chubb's consolidated results would nevertheless continue to include any losses above the limit of coverage for so long as the Brandywine companies remain consolidated subsidiaries of Chubb. Certain active Chubb companies are primarily liable for asbestos, environmental, and other exposures that they have reinsured to Century. Accordingly, if Century were to become insolvent and placed into rehabilitation or liquidation, some or all of the recoverables due to these active Chubb companies from Century could become uncollectible. At December 31, 2022 and 2021, the aggregate reinsurance recoverables owed by Century to certain active Chubb companies were approximately $1.9 billion and $1.8 billion, respectively, on an undiscounted basis. Chubb believes the active company intercompany reinsurance recoverables, which relate to d irect liabilities payable over many years, are not impaired. At December 31, 2022 and 2021, Century's carried gross reserves (including reserves assumed from the active Chubb companies) were $2.1 billion and $2.2 billion, respectively. Changes in laws and regulations may have an adverse effect on Century's reserves; for example, the enactment of "reviver" statutes relating to claims of sexual molestation may give rise to additional claims that would have been barred by the statutes of limitations in effect at the time of the alleged molestation. Should Century's loss reserves experience adverse development, as a result of such changes or otherwise, in the future and should Century be placed into rehabilitation or liquidation, the reinsurance recoverables due from Century to certain active Chubb companies would be payable only after the payment in full of certain expenses and liabilities, including administrative expense s and direct policy liabilities. Thus, the intercompany reinsurance recoverables would be at risk to the extent of the shortage of assets remaining to pay these recoverables. Westchester Specialty – impact of NICO contracts on Chubb’s run-off entities As part of the Westchester Specialty acquisition in 1998, NICO provided a 75 percent pro-rata share of $1.0 billion of reinsurance protection on losses and loss adjustment expenses incurred on or before December 31, 1996, in excess of a retention of $721 million. At December 31, 2022, the remaining unused incurred limit under the Westchester NICO agreement was $347 million.

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