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The economics of emerging insurance technologies: Theory and early evidence 新兴保险技术的经济学:理论与早期证据
IF 2.1 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2024-11-11 DOI: 10.1111/jori.12495
Daniel Bauer, Joan Schmit, Justin Sydnor
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引用次数: 0
The effect of subsidized flood insurance on real estate markets 洪水保险补贴对房地产市场的影响
IF 2.1 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2024-11-05 DOI: 10.1111/jori.12491
Nicola Garbarino, Benjamin Guin, Jonathan Lee

Subsidized insurance against extreme weather events improves affordability among households in at-risk areas but it can weaken the risk signal via property prices. Leveraging a granular data set of all property transactions and flood events in England, we study the effects of a reinsurance scheme that lowers insurance premiums for at-risk properties. We document that the introduction of this scheme increases prices and transaction volumes of flood-prone properties. This fully offsets the negative direct effects of flooding on property prices, with high-income areas and high-value properties benefiting relatively more. Our findings speak to the debate on climate adaptation policies and their consequences for wealth distribution.

针对极端天气事件的补贴保险提高了高风险地区家庭的经济承受能力,但会通过房地产价格削弱风险信号。利用英格兰所有房产交易和洪水事件的详细数据集,我们研究了降低高风险房产保险费的再保险计划的效果。根据我们的记录,该计划的引入提高了易受洪水侵袭房产的价格和交易量。这完全抵消了洪水对房产价格的直接负面影响,高收入地区和高价值房产受益相对更大。我们的研究结果为有关气候适应政策及其对财富分配的影响的讨论提供了参考。
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引用次数: 0
The risk screening effect of digital insurance distribution 数字保险分销的风险筛选效应
IF 2.1 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2024-11-04 DOI: 10.1111/jori.12496
Finbarr Murphy, Wei Xu, Xian Xu

Extant research holds that digital sales channels advance competition and service or goods availability but rarely details the attendant information asymmetry. Leveraging a large unique dataset, this study examines a specific case in which consumers have a choice between offline and digital channels for insurance purchases. We find that digital channels screen in consumers with lower unobserved risk. For term life, endowment and disease insurance products, the average risks of the policies purchased through digital channels were significantly lower than those purchased offline after controlling for all observed risk characteristics. This risk screening effect mainly comes from the inclusion of new low-risk enrollees. As a consequence, digital channels exhibit lower information asymmetry and greater profitability compared to offline channels.

现有研究认为,数字销售渠道促进了竞争,提高了服务或商品的可用性,但很少详细说明随之而来的信息不对称问题。本研究利用一个独特的大型数据集,研究了消费者在线下和数字渠道之间选择购买保险的具体案例。我们发现,数字渠道能筛选出未观察风险较低的消费者。就定期寿险、两全保险和疾病保险产品而言,在控制了所有观察到的风险特征后,通过数字渠道购买的保单的平均风险明显低于线下购买的保单。这种风险筛选效应主要来自新的低风险投保人的加入。因此,与线下渠道相比,数字渠道表现出更低的信息不对称和更高的盈利能力。
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引用次数: 0
Utilizing large-scale insurance data sets to calibrate sub-county level crop yields 利用大规模保险数据集校准副县粮食产量
IF 2.1 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2024-10-25 DOI: 10.1111/jori.12494
Francis Tsiboe, Dylan Turner, Jisang Yu

Crop yields are crucial for research on agricultural risk and productivity but are typically only available at highly aggregated levels. Yield data at more granular levels of observation have the potential to enhance econometric identification and improve statistical power but are typically inaccessible. Crop insurance contracts offered via the US Federal Crop Insurance Program (FCIP) are priced, in part, based on past yields of the farm meaning year-to-year variation in premium rates has the potential to provide insight into how yields vary over time. This paper introduces methods to use observed FCIP rating parameters to calibrate yields for insurance transactions lacking such data. These methods are validated with 148,243 farm-level observations from Kansas for which yields are known. The calibrated yields are applied empirically to examine the impact of asymmetric information in the FCIP via choice of insurance unit structure and the extent to which legislative changes mitigated this effect.

作物产量对农业风险和生产力的研究至关重要,但通常只能在高度汇总的水平上获得。在更细粒度的观察水平上的产量数据有可能加强计量经济鉴定和提高统计能力,但通常是无法获得的。通过美国联邦作物保险计划(FCIP)提供的作物保险合同在一定程度上是根据农场过去的产量定价的,这意味着保险费率的逐年变化有可能提供对产量随时间变化的见解。本文介绍了利用观察到的FCIP评级参数来校准缺乏此类数据的保险交易收益的方法。这些方法得到了堪萨斯州148,243个已知产量的农场水平观测结果的验证。通过对保险单位结构的选择来检验信息不对称对FCIP的影响,以及立法变化在多大程度上缓解了这种影响。
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引用次数: 0
Market discipline and government guarantees: Evidence from the insurance industry 市场纪律和政府担保:来自保险业的证据
IF 2.1 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2024-10-09 DOI: 10.1111/jori.12493
Yiling Deng, J. Tyler Leverty, Kenny Wunder, George Zanjani

We identify the effect of public guarantees on market discipline by exploiting the variation in US state guarantees of property–casualty insurer obligations. We find that guaranty funds have little effect on the risk-sensitivity of insurer financing overall, with the exception of rating changes at the key threshold level of A.M. Best's A− rating. For insurers rated A− before a downgrade, we find that premium growth in business not covered by state guarantees falls in relation to growth in business covered by state guarantees. We estimate this difference in growth to be as high as 14.9% for commercial insurers.

我们通过利用美国各州对财产-意外保险公司义务的担保的变化来确定公共担保对市场纪律的影响。我们发现,担保资金对保险公司融资的风险敏感性总体上影响不大,除了在A.M.的关键阈值水平上的评级变化Best的A -评级。对于评级被下调前为A -的保险公司,我们发现,不受国家担保覆盖的业务保费增长相对于受国家担保覆盖的业务增长有所下降。我们估计商业保险公司的这一增长差异高达14.9%。
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引用次数: 0
Children as insurance revisited: Impact of children on private insurance adoption among older parents 儿童作为保险的再审视:儿童对老年父母私人保险采用的影响
IF 2.1 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2024-09-25 DOI: 10.1111/jori.12492
Zhaoxue Ci

The old-age security motive for fertility implies that children are substitutes for parents' old-age insurance. However, demographic dynamics and the evolution of social welfare schemes may challenge this notion. Meanwhile, as population aging is placing heavy pressure on the social security systems, private insurance has become a crucial supplement for hedging risks. In light of the present trends, this research examines the impact of the number of children on private insurance adoption among older parents in China. This research exploits the “Later, Longer, Fewer” campaign to instrument variations in the number of children. Instrumental variable estimates reveal that the likelihood of older parents having private insurance increases with the number of children they have. The positive effect is more pronounced among older adults, who are less reliant on children and have more access to alternative resources. Further analyses indicate that adverse selection and information channels are potential mechanisms.

生育的养老保障动机意味着子女是父母养老保险的替代品。然而,人口动态和社会福利计划的演变可能会挑战这一概念。同时,随着人口老龄化给社会保障体系带来巨大压力,私人保险成为对冲风险的重要补充。鉴于目前的趋势,本研究考察了子女数量对中国高龄父母私人保险收养的影响。这项研究利用了“晚,长,少”运动来测量儿童数量的变化。工具变量估计显示,年龄较大的父母拥有私人保险的可能性随着子女数量的增加而增加。这种积极影响在老年人中更为明显,他们对儿童的依赖程度较低,有更多的替代资源。进一步分析表明,逆向选择和信息渠道是潜在的机制。
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引用次数: 0
Insurtech, sensor data, and changes in customers' coverage choices: Evidence from usage-based automobile insurance 保险科技、传感器数据和客户保险选择的变化:基于使用的汽车保险的证据
IF 2.1 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2024-09-09 DOI: 10.1111/jori.12490
Miremad Soleymanian, Charles B. Weinberg, Ting Zhu

In this paper, we examine the role of usage-based auto insurance on customers' decisions to change their insurance coverage at the renewal. Using a sample of 135,540 customers, we study whether usage-based insurance (UBI) can facilitate the upselling and cross-selling efforts of the firm, possibly leading to higher coverage choices and additional insurance product purchases. Our results suggest that UBI customers are more likely to change their coverage choice than non-UBI customers at first (but not second) renewal. Both price discounts and the information provided by UBI affect the customers' coverage changes. Among UBI customers, those who get higher UBI discounts are more likely to both increase their insurance coverage (upselling) and add the comprehensive coverage option (cross-selling), which is not directly related to driving behavior at the time of first (annual) renewal. Moreover, customers who have received more negative feedback (daily hard brakes) are more likely to increase their insurance coverage.

在本文中,我们研究了基于使用情况的汽车保险对客户在续保时决定变更保险范围的作用。我们以 135 540 位客户为样本,研究了基于使用情况的保险(UBI)是否能促进公司的追加销售和交叉销售,从而可能导致更多的保险选择和额外的保险产品购买。我们的研究结果表明,与非 UBI 客户相比,UBI 客户在首次续保(而非第二次续保)时更有可能改变其保险选择。价格折扣和 UBI 提供的信息都会影响客户的投保变化。在 UBI 客户中,获得较高 UBI 折扣的客户更有可能增加保险范围(向上销售)和增加综合保险选项(交叉销售),这与首次(年度)续保时的驾驶行为没有直接关系。此外,收到较多负面反馈(日常急刹车)的客户更有可能增加保险额度。
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引用次数: 0
Issue Information: Journal of Risk and Insurance 3/2024 发行信息:风险与保险》杂志 3/2024
IF 2.1 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2024-08-20 DOI: 10.1111/jori.12486
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引用次数: 0
Membership Benefits 会员福利
IF 2.1 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2024-08-20 DOI: 10.1111/jori.12488
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引用次数: 0
Loan guarantees and SMEs' investments under asymmetric information and Bayesian learning 不对称信息和贝叶斯学习条件下的贷款担保和中小企业投资
IF 2.1 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2024-07-11 DOI: 10.1111/jori.12485
Pengfei Luo, Huamao Wang, Zhaojun Yang

We develop a dynamic investment model with loan guarantees wherein insurers face information disadvantages and learn about borrower quality. Borrowers signal their qualities through investment timing, which is characterized by the investment threshold and elapsed time. We derive the conditions for separating or pooling equilibria. We show that the separating investment threshold is constant and determined mainly by the maximum threshold preventing mimicry. If project risk is higher (lower) than the market growth rate, the pooling investment threshold declines (increases) with elapsed time, and learning enhances (reduces) the willingness of high-quality borrowers to wait. Learning alleviates adverse selection and reduces guarantee costs. These effects are more pronounced with a greater uncertainty of the insurer on borrower quality. We reveal dual effects of waiting. The worse the market prospect, the higher the value of waiting in pooling outcomes. Fee-for-guarantee swaps are superior to equity-for-guarantee swaps in environments with marked information asymmetry.

我们建立了一个具有贷款担保的动态投资模型,在该模型中,保险公司面临信息劣势并了解借款人的质量。借款人通过投资时机发出其质量信号,投资时机由投资阈值和经过时间决定。我们推导出分离或集合均衡的条件。我们证明,分离投资阈值是恒定的,主要由防止模仿的最大阈值决定。如果项目风险高于(低于)市场增长率,集合投资阈值会随着时间的推移而降低(升高),学习会增强(降低)优质借款人的等待意愿。学习可以减轻逆向选择,降低担保成本。当保险公司对借款人质量的不确定性越大时,这些效应就越明显。我们揭示了等待的双重效应。市场前景越差,等待在集合结果中的价值就越高。在信息明显不对称的环境下,收费担保互换优于股权担保互换。
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Journal of Risk and Insurance
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