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Stackelberg equilibrium strategies between insurance demand and government interventions 保险需求与政府干预之间的Stackelberg均衡策略
IF 2.3 3区 经济学 Q2 ECONOMICS Pub Date : 2025-09-15 DOI: 10.1016/j.jedc.2025.105179
Fudong Wang , Zhibin Liang , Yiying Zhang
This paper investigates Stackelberg equilibrium strategies between insurance demand and government interventions—ex ante premium subsidies and ex post disaster relief—in catastrophe risk management. We develop a continuous-time framework where policyholders' losses follow a compound Poisson process, integrating dual government mechanisms to analyze their interplay. By solving (extended) Hamilton-Jacobi-Bellman (HJB) equations, we derive equilibrium insurance strategies for policyholders under mean-variance preferences and optimize government expenditure policies. First, we demonstrate that subsidies and relief have opposing effects on risk retention: higher subsidies tend to reduce retention, whereas increased relief expectations incentivize retention due to anticipated post-disaster compensation. Specifically, within the framework of a linear relief function, we characterize the relative growth rate of the subsidy relative to the relief coefficient to ensure that the effect of the premium subsidy on the retention level either dominates or is dominated by the impact of the relief payment. Second, for risks exhibiting decreasing mean residual life (DMRL), we derive optimal subsidies in closed-form solutions under proportional or truncated relief structures, depending on disaster probability and relief trends. Third, we innovatively prove that the cost-minimizing relief function adopts a proportional form relative to pre-retention claims, aligning with empirical practices such as FEMA's aid caps. Fourth, extensions to scenarios with loss-increasing and ambiguous relief probabilities are explored within the policyholders' optimization framework, demonstrating robustness and consistency with static expected-utility results. Additionally, we analyze the government's optimal strategy when incorporating policyholders' welfare constraints and conduct a comprehensive social welfare assessment under various intervention scenarios. Our work advances policy design by quantifying the trade-offs between subsidies and relief, providing actionable insights for enhancing societal resilience. Governments can strategically balance interventions to stabilize insurance markets, mitigate fiscal exposure, and incentivize proactive risk management. This study bridges theoretical rigor with practical relevance under dynamic risk models, offering a comprehensive framework for optimizing public-private catastrophe risk-sharing mechanisms.
本文研究了巨灾风险管理中保险需求与政府干预(事前保费补贴和事后救助)之间的Stackelberg均衡策略。我们开发了一个连续时间框架,其中投保人的损失遵循复合泊松过程,整合了双重政府机制来分析它们之间的相互作用。通过求解(扩展的)Hamilton-Jacobi-Bellman (HJB)方程,推导出均值-方差偏好下投保人的均衡保险策略,并对政府支出政策进行优化。首先,我们证明了补贴和救济对风险留存的影响是相反的:较高的补贴倾向于降低留存,而由于预期的灾后补偿,救济期望的增加会激励留存。具体而言,在线性救济函数的框架内,我们描述了补贴相对于救济系数的相对增长率,以确保保费补贴对保留水平的影响要么占主导地位,要么被救济支付的影响所主导。其次,对于平均剩余寿命(DMRL)下降的风险,我们根据灾害概率和救济趋势,在比例或截断救济结构下推导出封闭形式的最优补贴方案。第三,我们创新地证明了成本最小化救济函数采用相对于保留前索赔的比例形式,与联邦应急管理局的援助上限等经验实践相一致。第四,在投保人优化框架中探索了对损失增加和救济概率模糊的情景的扩展,证明了与静态期望效用结果的鲁棒性和一致性。此外,我们分析了政府在考虑投保人福利约束条件下的最优策略,并对不同干预情景下的社会福利进行了综合评估。我们的工作通过量化补贴和救济之间的权衡来推进政策设计,为增强社会韧性提供可操作的见解。政府可以在战略上平衡干预措施,以稳定保险市场,减轻财政风险,并激励积极主动的风险管理。本研究在动态风险模型下,将理论严密性与实际关联性相结合,为优化公私巨灾风险分担机制提供了一个全面的框架。
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引用次数: 0
Learning to bet (rationally) with logs 学会用原木(理性地)打赌
IF 2.3 3区 经济学 Q2 ECONOMICS Pub Date : 2025-09-15 DOI: 10.1016/j.jedc.2025.105181
A. Carvajal , H. Zhou
In an economy with uncertainty and asymmetric information, suppose that some agents learn the relation between fundamentals and prices by observing past market outcomes. They refine their understanding as they become more experienced, but their past “errors” contaminate the information they receive. Does this process converge to the “perfect” understanding of the market that underlies rational expectation equilibria? We address this question in a simplified setting that allows for explicit computation of the learning process: a two-state economy with logarithmic utilities and no background risk. Our first result is that as long as the wealth of the uninformed agents is less than half the aggregate wealth of the economy, the learning process indeed converges to rational expectations. This convergence, however, is non-monotonic, and the market oscillates between phases of excess price volatility and phases of excess volume of trade. The learning process, in addition, is costly for the uninformed agents. We interpret our results as underscoring the fragility of ree: markets operate orderly only when speculation is less significant than fundamental trade.
在一个具有不确定性和信息不对称的经济中,假设一些代理人通过观察过去的市场结果了解了基本面和价格之间的关系。当他们变得更有经验时,他们会完善自己的理解,但他们过去的“错误”会污染他们接收到的信息。这个过程是否会收敛到对市场的“完美”理解,即理性预期均衡的基础?我们在一个简化的设置中解决了这个问题,该设置允许对学习过程进行明确的计算:一个具有对数效用且没有背景风险的两态经济。我们的第一个结果是,只要不知情的代理人的财富小于经济总财富的一半,学习过程确实收敛于理性预期。然而,这种收敛不是单调的,市场在价格过度波动的阶段和贸易量过剩的阶段之间振荡。此外,对于不知情的代理来说,学习过程是昂贵的。我们认为,我们的研究结果突显了自由市场的脆弱性:只有当投机的重要性低于基本面交易时,市场才会有序运行。
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引用次数: 0
Product technology adoption and aggregate innovation 产品技术采用与总体创新
IF 2.3 3区 经济学 Q2 ECONOMICS Pub Date : 2025-09-05 DOI: 10.1016/j.jedc.2025.105177
Qiugu He , Xuan Luo , Fan Zheng
We document that a firm's research and development (R&D) expenditure depends on its product diversity. Combining with the fact that Chinese manufacturers often enter new product markets via technology adoption, we develop a quantitative framework of innovation and technology adoption, allowing firms to expand their product scopes. Firms adopt technologies across multiple fields to expand their knowledge base, which in turn serves as an input for subsequent innovation or adoption. Counterfactual analysis from the 2000s reveals that two-thirds of knowledge privately held by all firms is generated through adoption, accounting for one-third of aggregate innovation.
我们证明了一个公司的研究和发展(R&;D)支出取决于其产品多样性。结合中国制造商经常通过技术采用进入新产品市场的事实,我们开发了一个创新和技术采用的量化框架,允许企业扩大其产品范围。企业采用跨多个领域的技术来扩展其知识基础,这反过来又作为后续创新或采用的投入。本世纪头十年的反事实分析显示,所有公司私人拥有的知识中有三分之二是通过采用产生的,占总创新的三分之一。
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引用次数: 0
SVAR identification with nowcasted macroeconomic data 基于临近预报宏观经济数据的SVAR识别
IF 2.3 3区 经济学 Q2 ECONOMICS Pub Date : 2025-09-03 DOI: 10.1016/j.jedc.2025.105176
Fulvio Corsi , Luigi Longo , Francesco Cordoni
Starting from the theoretical observation that the identification problem of SVAR models arises from contemporaneous dependence among macroeconomic variables, we show, both theoretically and empirically, that such dependence tends to vanish as the observation frequency increases. By adopting nowcasted high-frequency data, we exploit this feature to identify structural shocks using standard short-run restrictions, thereby reducing or even eliminating the reliance on variable ordering. Our empirical analysis is divided into two parts: an illustrative application comparing identification strategies across different frequencies, and a structural section featuring (i) a Proxy(HF-)SVAR to recover exogenous monetary policy shocks, and (ii) an uncertainty shock analysis using high-frequency data to replicate the well-known dynamics found in the literature. The results align with recent findings and highlight the feasibility and usefulness of preserving high-frequency information in all variables.
从理论观察出发,SVAR模型的识别问题源于宏观经济变量之间的同步依赖,我们从理论上和经验上都表明,这种依赖随着观测频率的增加而趋于消失。通过采用临近广播的高频数据,我们利用这一特征来识别使用标准短期限制的结构冲击,从而减少甚至消除对变量排序的依赖。我们的实证分析分为两个部分:一个是比较不同频率识别策略的说明性应用,一个是结构部分,其中包括(i)代理(HF-)SVAR来恢复外源性货币政策冲击,以及(ii)使用高频数据来复制文献中发现的众所周知的动态的不确定性冲击分析。结果与最近的发现一致,并强调了在所有变量中保留高频信息的可行性和实用性。
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引用次数: 0
Pride and persistence: Social comparisons in production 骄傲和坚持:生产中的社会比较
IF 2.3 3区 经济学 Q2 ECONOMICS Pub Date : 2025-09-02 DOI: 10.1016/j.jedc.2025.105169
Kun Zhang , Nick Feltovich , Yanren Zhang
Work is ordinary and necessary for most people, but some people work excessively (“work persistence”), seemingly driven by internal forces. We theoretically and experimentally investigate the role of relative performance incentives in causing or exacerbating work persistence. In our setting, agents perform a task over two stages. In the first stage, they can earn prizes, which are allocated either randomly or according to relative performance. Afterwards, they have the opportunity to continue working in a second stage, with payment by piece rate and no competition against others. Our theoretical model of motivated belief updating predicts that agents adjust their beliefs asymmetrically: they attribute their relative performance more to their productivity if they win a prize, and more to luck if they lose. This bias leads winners of the first-stage prize to increase their effort in the subsequent piece-rate stage, but with no corresponding decrease in work effort by losers. Results from a real-effort experiment confirm these predictions: winners' effort in the piece-rate stage is roughly 30 percent higher when earlier bonus prizes had been allocated by performance, compared to when those prizes had been allocated randomly. Losers' effort is also higher – not lower – though this difference is not significant.
对大多数人来说,工作是平凡和必要的,但有些人工作过度(“工作坚持”),似乎是由内在力量驱动的。我们从理论上和实验上研究了相对绩效激励在引起或加剧工作持久性方面的作用。在我们的设置中,代理分两个阶段执行任务。在第一阶段,他们可以获得奖品,奖品要么是随机分配的,要么是根据相对表现分配的。之后,他们有机会在第二阶段继续工作,计件工资,没有竞争。我们的动机信念更新理论模型预测,代理人会不对称地调整他们的信念:如果他们赢了奖,他们会更多地将自己的相对表现归因于他们的生产力,如果他们输了奖,则更多地归因于运气。这种偏见导致第一阶段奖金的赢家在接下来的计件工资阶段增加了他们的努力,而失败者的努力却没有相应减少。一项实际努力实验的结果证实了这些预测:与随机分配奖金相比,早期奖金按绩效分配时,获奖者在计件工资阶段的努力程度大约高出30%。失败者的努力程度也更高——而不是更低——尽管这种差异并不显著。
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引用次数: 0
The evolution of income and wealth inequality in China 中国收入和财富不平等的演变
IF 2.3 3区 经济学 Q2 ECONOMICS Pub Date : 2025-09-01 DOI: 10.1016/j.jedc.2025.105167
Yan Wang , Juan Carlos Conesa
Income and wealth inequality has increased substantially in China in the last decades. We propose a multi-sector model with rich heterogeneity to quantify the impact on inequality of key changes that started in the early 1990s. We find that rural-urban migration has alleviated the increase in income inequality by limiting the increase in the rural-urban income gap, and that the emergence and growth of the private sector is the key driving force behind the increase in wealth inequality. Our quantitative exercise suggests that pretax income concentration will continue to increase until the 2050s, while wealth concentration has already peaked.
在过去的几十年里,中国的收入和财富不平等大大增加了。我们提出了一个具有丰富异质性的多部门模型来量化始于20世纪90年代初的关键变化对不平等的影响。我们发现,城乡移民通过限制城乡收入差距的扩大,缓解了收入不平等的加剧,而私营部门的出现和发展是财富不平等加剧的关键驱动力。我们的定量分析表明,税前收入集中度将持续上升,直到本世纪50年代,而财富集中度已经见顶。
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引用次数: 0
Scenario discovery to address deep uncertainty in monetary policy 情景发现,以解决货币政策的深层次不确定性
IF 2.3 3区 经济学 Q2 ECONOMICS Pub Date : 2025-08-26 DOI: 10.1016/j.jedc.2025.105168
Chamon Wieles , Jan Kwakkel , Willem L. Auping , J.W. van den End
We analyse shock and parameter uncertainty in a Dynamic Stochastic General Equilibrium (DSGE) model by exploratory modelling and analysis (EMA). This method evaluates in a novel way the performance of monetary policy under deep uncertainty about the shock and model parameters. Scenarios are designed based on the outcomes of interest for the policymaker. We assess the performance of different policies on their objectives in the scenarios. This maps out the policy trade-offs and supports the central bank in making robust policy decisions. We find that in response to a negative supply shock, policies with low interest rate smoothing and a strong response to inflation most obviously contribute to price stability under deep uncertainty.
我们通过探索性建模和分析(EMA)分析了动态随机一般均衡(DSGE)模型中的冲击和参数不确定性。该方法以一种新颖的方式评估了在冲击和模型参数存在深度不确定性的情况下货币政策的表现。情景是根据决策者感兴趣的结果设计的。我们评估了不同政策在不同情景下的目标表现。该报告列出了政策权衡,并支持央行做出强有力的政策决定。我们发现,在应对负供应冲击时,低利率平滑政策和对通胀的强烈反应最明显地有助于在深度不确定性下的价格稳定。
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引用次数: 0
Systemic risk of commodity traders 大宗商品交易商的系统性风险
IF 2.3 3区 经济学 Q2 ECONOMICS Pub Date : 2025-08-22 DOI: 10.1016/j.jedc.2025.105166
Thorsten Glück , Zeno Adams
We examine the disruptions to global commodity flows following the default of a commodity trading firm. The physical commodity network is operated by a handful of large traders that are responsible for the timely delivery of raw materials and inputs to industrial production. We propose a model to simulate the resilience and response time of the network following a shock. Our results suggest that a number of commodity traders carry significant systemic risk. The forced removal of a trader from the network has considerable implications for the prices and availability of physical commodities over a period up to 12 months.
我们考察了一家大宗商品交易公司违约后对全球大宗商品流动的破坏。实物商品网络由少数几家大型贸易商经营,这些贸易商负责及时向工业生产提供原材料和投入。我们提出了一个模型来模拟冲击后网络的弹性和响应时间。我们的研究结果表明,许多大宗商品交易者存在重大的系统性风险。在长达12个月的时间里,一个交易员被强制从网络中移除对实物商品的价格和可用性有相当大的影响。
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引用次数: 0
Optimal harvesting under uncertain environment with clusters of catastrophes 不确定灾变环境下的最优收获
IF 2.3 3区 经济学 Q2 ECONOMICS Pub Date : 2025-08-14 DOI: 10.1016/j.jedc.2025.105165
M'hamed Gaïgi , Vathana Ly Vath , Simone Scotti
The fishery industry is facing increasing challenges in the exploitation of marine resources. Marine resources are classic examples of common-property resources subject to fundamental problems of economic waste and over-exploitation, which may lead to resource destruction, including extinction. The past decades have highlighted the relevance of ecological catastrophes, such as the fate of the cod population in the Northwest Atlantic. These events do not occur with a constant frequency, but are clustered over time. Our objective is to study a harvesting management problem under the assumption that unexpected ecological disasters may occur in clusters. We model this clustering phenomenon using marked Hawkes processes. We characterize our value function as the unique solution to a Hamilton-Jacobi-Bellman inequality. We describe the optimal harvesting strategy by identifying the harvesting and non-harvesting regions. Our results are counterintuitive, challenging the generally accepted belief that, when facing an increasing risk of decimation due to disasters, the optimal harvesting policy should lead to a reduction in harvesting activity. These findings offer valuable insights into the fragile nature of fish resources, potentially explaining the collapse of fisheries in the Northwest Atlantic. Governments and international authorities must take action against the causes of such disasters, such as pollution and the overexploitation of marine resources, in order to reduce the risk of further decimation and to better assess and address the true cost of marine resource extinction. We further enrich our study with numerical analysis, providing additional insights into the optimal harvesting policy.
在海洋资源的开发利用中,渔业面临着越来越大的挑战。海洋资源是共有财产资源的典型例子,面临着经济浪费和过度开发的根本问题,这可能导致资源破坏,包括灭绝。过去几十年突显了生态灾难的相关性,例如西北大西洋鳕鱼种群的命运。这些事件不是以恒定的频率发生,而是随着时间的推移聚集在一起。我们的目标是研究假设在集群中可能发生意外生态灾害的情况下的收获管理问题。我们用标记的霍克斯过程来模拟这种聚类现象。我们将我们的值函数描述为Hamilton-Jacobi-Bellman不等式的唯一解。我们通过识别收获区和非收获区来描述最优收获策略。我们的结果是违反直觉的,挑战了普遍接受的信念,即当面临因灾害而导致的大量灭绝的风险增加时,最佳的采伐政策应该导致采伐活动的减少。这些发现对鱼类资源脆弱的本质提供了有价值的见解,可能解释西北大西洋渔业的崩溃。各国政府和国际当局必须采取行动,消除造成这种灾害的原因,例如污染和过度开发海洋资源,以便减少进一步毁灭的风险,并更好地评估和处理海洋资源灭绝的真正代价。我们通过数值分析进一步丰富了我们的研究,为最佳收获策略提供了更多的见解。
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引用次数: 0
Execution risk and price improvement under dark pools 暗池下的执行风险与价格改善
IF 2.3 3区 经济学 Q2 ECONOMICS Pub Date : 2025-08-07 DOI: 10.1016/j.jedc.2025.105163
Alejandro Bernales , Daniel Ladley , Evangelos Litos , Marcela Valenzuela
We develop a theoretical dynamic trading model with heterogeneous agents to examine how introducing a dark pool—running in parallel to a traditional lit exchange organized as a limit order market—primarily affects execution risk and price settings, and how these changes, in turn, influence the welfare of different trader types. Our model’s computational simulations show that the addition of a dark pool reduces liquidity on the traditional lit exchange. This liquidity reduction is evidenced by longer order execution times and a wider effective spread in the traditional lit exchange, driven by the migration of trading activity to the dark pool. We also identify two opposing channels that influence traders’ performance: the execution delay channel and the price improvement channel. Regarding the execution delay channel, dark orders lead to longer execution times for impatient traders (who seek to trade quickly) and shorter execution times for speculators (who wait for favorable execution prices relative to the asset’s fundamental value). This is because dark orders generally have longer (shorter) execution times than market (limit) orders. Regarding the price improvement channel, dark orders offer more favorable prices for impatient traders than market orders, while dark orders can result in less advantageous pricing for speculators. This is because dark orders are typically executed at the midquote of the bid and ask prices from the limit order market. Ultimately, the effect on execution risk, price improvement, and welfare for both impatient traders and speculators depends on which of these two opposing channels prevails.
我们开发了一个具有异构代理的理论动态交易模型,以研究引入暗池(与作为限价单市场组织的传统光明交易所并行运行)如何主要影响执行风险和价格设置,以及这些变化如何反过来影响不同交易者类型的福利。我们的模型的计算模拟表明,暗池的加入降低了传统光交易的流动性。由于交易活动向暗池的转移,传统亮化交易所的订单执行时间更长,有效价差更大,这证明了流动性的减少。我们还确定了影响交易者绩效的两个相反渠道:执行延迟渠道和价格改善渠道。关于执行延迟通道,暗指令导致不耐烦的交易者(寻求快速交易)执行时间更长,而投机者(等待相对于资产基本价值有利的执行价格)执行时间更短。这是因为暗订单通常比市价(限价)订单执行时间更长(更短)。在价格改善渠道方面,暗订单对缺乏耐心的交易者提供比市场订单更有利的价格,而暗订单对投机者则可能导致不那么有利的定价。这是因为暗订单通常是在限价订单市场的买入价和卖出价的中间报价执行的。最终,对没有耐心的交易者和投机者的执行风险、价格改善和福利的影响取决于这两个相反的通道中哪一个占上风。
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引用次数: 0
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Journal of Economic Dynamics & Control
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