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Mitigating wildfire losses via insurance-linked securities: Modeling and risk management perspectives 通过与保险挂钩的证券减轻野火损失:建模和风险管理视角
IF 1.9 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2023-09-28 DOI: 10.1111/jori.12449
Hong Li, Jianxi Su

This paper investigates the use of catastrophe (CAT) bonds as a risk management tool for wildfires. We introduce a set of Bayesian dynamic models designed to accurately represent wildfire losses, allowing a thorough examination of wildfire CAT bond pricing and hedge effectiveness. Our model captures crucial attributes of wildfire data, such as zero inflation, overdispersion, temporal fluctuations, and spatial dependence. Employing extensive quantitative analyses of US wildfire data, we highlight that CAT bonds can substantially mitigate tail risk associated with insurers' liability. Importantly, index-based CAT bonds, drawing their payouts from aggregate wildfire losses over a larger geographical scope than an insurer's operational area, also provide effective hedges. Our research underscores the potential of wildfire CAT bonds as an enhancement to traditional reinsurance strategies, offering insurers an improved means to manage and mitigate wildfire exposures amidst inherent uncertainties.

本文研究了将巨灾(CAT)债券用作野火风险管理工具的问题。我们引入了一套贝叶斯动态模型,旨在准确反映野火损失,从而对野火灾难债券的定价和对冲效果进行全面研究。我们的模型捕捉了野火数据的关键属性,如零膨胀、过度分散、时间波动和空间依赖性。通过对美国野火数据进行广泛的定量分析,我们强调,CAT 债券可以大大降低与保险公司责任相关的尾部风险。重要的是,基于指数的 CAT 债券的赔付来自于比保险公司经营区域更大的地理范围内的野火损失总量,因此也能提供有效的对冲。我们的研究强调了野火 CAT 债券作为传统再保险策略的一种增强手段的潜力,为保险公司提供了一种在固有的不确定性中管理和减轻野火风险的更好方法。
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引用次数: 0
Equilibrium reporting strategy: Two rate classes and full insurance 均衡报告策略:两个费率等级和全额保险
IF 2.1 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2023-09-26 DOI: 10.1111/jori.12451
Jingyi Cao, Dongchen Li, Virginia R. Young, Bin Zou

We propose a multiperiod insurance model under a bonus–malus system with two rate classes and consider an insured who has purchased full insurance for her losses. To explore the potential advantage of underreporting her insurable losses, the insured follows a barrier strategy and only reports lossses above the barrier to the insurer. We obtain a unique equilibrium declaration strategy in closed form for a risk-neutral insured who maximizes her expected wealth, and in semiclosed form for a risk-averse insured who maximizes her expected exponential utility of wealth, both over an exogenous random horizon. We find that the equilibrium barriers for the two classes are equal and strictly greater than zero, offering a theoretical explanation for the underreporting of insurable losses, a form of ex post moral hazard. Finally, we consider the case of three rate classes and show, through numerical examples, that the equilibrium barriers are not equal.

我们提出了一个有两个费率等级的多期保险模型,并考虑了一个为其损失购买了全额保险的被保险人。为了探索少报可保损失的潜在优势,被保险人采取了屏障策略,只向保险人报告高于屏障的损失。对于风险中性的被保险人(最大化其预期财富)和风险规避的被保险人(最大化其预期财富的指数效用),我们分别以封闭形式和半封闭形式得到了唯一的均衡申报策略。我们发现,这两类人的均衡壁垒相等且严格大于零,这为少报可保损失(一种事后道德风险)提供了理论解释。最后,我们考虑了三个费率等级的情况,并通过数字示例说明均衡壁垒并不相等。
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引用次数: 0
How does medical insurance contribution affect corporate value? Evidence from China 医疗保险缴费如何影响企业价值?来自中国的证据
IF 1.9 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2023-09-18 DOI: 10.1111/jori.12448
Xuchao Li, Jiankun Lu, Jian Wang, Jiyuan Wang

Using medical insurance (MI) to shift employees' health risks outside is an important risk management tool for modern firms. Existing studies usually treat firms' contributions to employees' MI only as a labor cost. However, contributing to MI also has indirect benefits, such as improved labor productivity and R&D innovation, which consequently increase corporate value. This paper studies the impact of firms' MI contributions for employees on corporate value, using social insurance collection system reform in China as a natural experiment. Results show that, first, the reform increases firms' contributions to employees' MI funds. Second, the increase has a positive impact on firms' market-to-book ratio. These effects can be explained by enhanced labor productivity, firm efficiency, and innovation. Heterogeneity analysis suggests that the effects are more pronounced for firms in high R&D industries, areas with high pollution, or areas with better medical and labor supplies.

利用医疗保险(MI)将员工的健康风险转移到外部,是现代企业重要的风险管理工具。现有研究通常只将企业为员工缴纳医疗保险视为一种劳动力成本。然而,缴纳医疗保险也会带来间接收益,如提高劳动生产率和研发创新,从而增加企业价值。本文以中国社会保险征缴制度改革为自然实验,研究了企业为员工缴纳管理信息系统费用对企业价值的影响。结果表明:第一,改革增加了企业为员工缴纳的管理信息系统基金。其次,改革对企业的市净率有积极影响。这些影响可以通过提高劳动生产率、企业效率和创新来解释。异质性分析表明,改革对高研发产业、高污染地区或医疗和劳动力供应较好地区的企业影响更为明显。
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引用次数: 0
Regulatory capital and asset risk transfer 监管资本和资产风险转移
IF 1.9 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2023-09-05 DOI: 10.1111/jori.12441
Kyeonghee Kim, J. Tyler Leverty, Joan T. Schmit

We explore whether life insurers use a unique reinsurance arrangement to manage assets tied to their regulatory capital. Typical reinsurance allows insurers to reduce their regulatory capital by transferring liabilities (reserves), and the associated assets, to reinsurers. With modified coinsurance (ModCo), insurers maintain control of their liabilities and assets while transferring regulatory capital requirements to the reinsurer. Holding fixed an insurer's reported capital, we find that ModCo allows insurers to report higher risk-based capital ratios. Insurers with ModCo are less likely to fire sale downgraded bonds. We also find suggestive evidence of regulatory arbitrage, as most ModCo is purchased from reinsurers in countries with low capital requirements or within the same insurance group.

我们探讨了寿险公司是否使用独特的再保险安排来管理与其监管资本相关的资产。典型的再保险允许保险公司通过将负债(准备金)和相关资产转移给再保险公司来减少其监管资本。通过修改共保(ModCo),保险公司在将监管资本要求转移给再保险公司的同时保持对其负债和资产的控制。持有固定的保险公司的报告资本,我们发现ModCo允许保险公司报告更高的基于风险的资本比率。拥有ModCo的保险公司不太可能抛售被降级的债券。我们还发现了监管套利的证据,因为大多数ModCo是从资本要求较低的国家或同一保险集团内的再保险公司购买的。
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引用次数: 0
Do insurers use internal capital markets to manage regulatory scrutiny risk? 保险公司是否利用内部资本市场来管理监管审查风险?
IF 1.9 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2023-08-25 DOI: 10.1111/jori.12438
Stephen G. Fier, Andre P. Liebenberg

Empirical evidence suggests that insurance groups allocate capital to members with better performance or growth prospects and use internal capital markets (ICMs) to protect the franchise value of less capitalized members. We propose and test an additional motivation for the use of ICMs—to manage regulatory scrutiny risk. We show that almost 50% of insurers at risk of facing additional regulatory scrutiny due to failing four Insurance Regulatory Information System (IRIS) ratios received sufficient internal capital to avoid enhanced regulation. Moreover, the likelihood and extent of internal capital allocation are related to regulatory scrutiny risk and the amount of capital allocated is typically just enough to avoid regulatory scrutiny. Time series evidence indicates that groups manage regulatory scrutiny risk by allocating capital toward affiliates when their pre-capital contribution IRIS ratio failures exceed three, and away from affiliates when they are no longer at risk of additional regulatory scrutiny.

经验证据表明,保险集团将资本分配给业绩或增长前景较好的成员,并利用内部资本市场(ICMs)来保护资本较少的成员的特许经营价值。我们提出并测试了使用icms的另一个动机——管理监管审查风险。我们发现,由于四项保险监管信息系统(IRIS)比率不合格而面临额外监管审查风险的保险公司中,近50%获得了足够的内部资本,以避免加强监管。此外,内部资本配置的可能性和程度与监管审查风险有关,配置的资本数量通常刚好足以避免监管审查。时间序列证据表明,集团管理监管审查风险的方式是,当其预缴资本IRIS比率失败超过3时,将资金分配给关联公司,而当关联公司不再面临额外监管审查的风险时,将资金分配给关联公司。
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引用次数: 0
Optimal insurance contract design with government disaster relief 考虑政府救灾的最优保险合同设计
IF 1.9 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2023-08-16 DOI: 10.1111/jori.12442
Sebastian Hinck

I examine the design of optimal insurance contracts considering the possibility of government disaster relief payments. This work focuses on the impact of (risky and ambiguous) government disaster relief on the shape of optimal private insurance contracts. I demonstrate that the optimal insurance contract is a straight deductible contract in the case of a fixed probability of government relief. This result is robust to ambiguity in the probability of relief payments, even for ambiguity-averse decision makers. If government disaster relief becomes more likely for larger losses, then the optimal insurance contract features coinsurance above a deductible. I also extend this analysis to more general stochastic dominance relationships between disaster relief and loss magnitude.

我研究了最佳保险合同的设计,考虑到政府救灾付款的可能性。这项工作的重点是(风险和模糊的)政府救灾对最优私人保险合同形状的影响。我证明了在政府救济概率固定的情况下,最优保险合同是一个直接免赔合同。这一结果对救济金概率的模糊性是稳健的,即使对于厌恶模糊性的决策者也是如此。如果政府救灾更有可能造成更大的损失,那么最佳保险合同的特点是共同保险高于免赔额。我还将这一分析扩展到救灾和损失幅度之间更普遍的随机优势关系。
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引用次数: 0
Issue Information: Journal of Risk and Insurance 3/2023 发行信息:《风险与保险杂志》3/2023
IF 1.9 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2023-08-11 DOI: 10.1111/jori.12389
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引用次数: 0
Fixed and variable longevity income annuities in defined contribution plans: Optimal retirement portfolios taking social security into account 固定缴款计划中的固定和可变长寿收入年金:考虑社会保障的最佳退休投资组合
IF 1.9 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2023-08-03 DOI: 10.1111/jori.12440
Vanya Horneff, Raimond Maurer, Olivia S. Mitchell

This paper investigates retirees' optimal purchases of fixed and variable longevity income annuities using their defined contribution (DC) plan assets and given their expected social security benefits. As an alternative, we also evaluate using plan assets to boost social security benefits through delayed claiming. Using a calibrated life-cycle model, we determine that including deferred income annuities in DC accounts is welfare-enhancing for all sex/education groups examined. We also show that providing access to well-designed variable deferred annuities with some equity exposure further enhances retiree well-being, compared to having access only to fixed annuities. Nevertheless, for those facing the highest mortality rates, delaying claiming social security is mostly preferred, whereas those anticipating living longer than average will benefit more from using accumulated DC plan assets to purchase deferred annuities.

本文利用退休人员的固定缴款计划资产,在给定退休人员预期社会保障收益的情况下,研究了退休人员购买固定和可变寿命收入年金的最优选择。作为替代方案,我们还评估了使用计划资产通过延迟索赔来提高社会保障福利。使用校准的生命周期模型,我们确定在固定缴款账户中包括递延收入年金对所有性别/教育群体都是福利提升。我们还表明,与只获得固定年金相比,提供设计良好的可变递延年金和一些股权敞口进一步提高了退休人员的福祉。然而,对于那些面临最高死亡率的人来说,推迟领取社会保障大多是首选,而那些预期寿命超过平均水平的人将从使用累积的固定缴款计划资产购买递延年金中获益更多。
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引用次数: 0
Are female CEOs associated with lower insolvency risk? Evidence from the US property-casualty insurance industry 女性ceo是否与较低的破产风险有关?来自美国财产保险行业的证据
IF 1.9 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2023-07-31 DOI: 10.1111/jori.12439
Jing Li, Jiang Cheng

This paper investigates the relationship between female CEOs and insolvency risk of US property-casualty insurance companies. We show that female CEOs are associated with lower insurer insolvency propensity, higher z-score, and lower standard deviation of return on assets. These findings are robust to alternative econometric specifications to address potential endogeneity concerns and self-selection issues, including propensity score matching, the instrumental variable approach, and the difference-in-difference approach. Furthermore, we find that the impact of female CEOs on insurer insolvency risk is moderated by firm capitalization, the presence of female directors, and political conservatism of insurers' home states.

本文研究了美国财险公司女性ceo与破产风险之间的关系。我们发现,女性ceo与较低的保险公司破产倾向、较高的z得分和较低的资产收益率标准差相关。这些发现对于解决潜在内生性问题和自我选择问题(包括倾向得分匹配、工具变量方法和差异中的差异方法)的替代计量经济学规范是稳健的。此外,我们发现女性ceo对保险公司破产风险的影响被公司资本化、女性董事的存在和保险公司所在州的政治保守主义所缓和。
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引用次数: 0
Analyst coverage, executive compensation and corporate risk-taking: Evidence from property–casualty insurance firms 分析师保险、高管薪酬和企业风险承担:来自财产保险公司的证据
IF 1.9 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2023-07-18 DOI: 10.1111/jori.12437
Tao Chen, Shinichi Kamiya, Pingyi Lou, Andreas Milidonis

Using an exogenous drop in analyst coverage introduced by broker closures and mergers, we test for the causal impact of analyst coverage on corporate risk-taking, in an opaque industry. We document an increase in risk using several book-based and market-based risk measures, including tail and default risk measures. Results are driven by firms with stronger managerial risk-taking compensation incentives. The increase in risk is stronger in more opaque firms, and firms with weaker policyholder monitoring. Firm risk increases through at least one risk-taking action, such as investing firm assets in higher-risk bonds. Our study highlights the importance of stock analysts in affecting corporate risk-taking, especially in the presence of stronger managerial, compensation risk-taking incentives.

在一个不透明的行业中,使用经纪人关闭和合并引入的分析师覆盖率的外生下降,我们测试了分析师覆盖率对企业风险承担的因果影响。我们使用几个基于账面和基于市场的风险度量来记录风险的增加,包括尾部和违约风险度量。业绩是由具有更强的管理风险补偿激励的公司驱动的。在不透明的公司和投保人监督较弱的公司中,风险的增加更为明显。企业风险通过至少一项冒险行为而增加,例如将企业资产投资于风险较高的债券。我们的研究强调了股票分析师在影响公司风险承担方面的重要性,特别是在存在更强的管理、薪酬风险激励的情况下。
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引用次数: 0
期刊
Journal of Risk and Insurance
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