理论论文

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Consensus and Disagreement: Information Aggregation under (Not So) Naive Learning

共识与分歧:(不那么)朴素学习下的信息聚合

Journal of Political Economy · 2024, 132(8) · Abhijit Banerjee、Olivier Compte ·

未归类D 微观经济学

我们研究网络中非贝叶斯信息聚合的一个模型。个体在 Friedkin-Johnsen 型聚合规则中非合作地进行选择,以最大化自身收益。当且仅当信息传递无噪声时,均衡中选择的是 DeGroot 规则,并由此达成共识。在信息传递存在噪声时,尽管某些分歧不可避免,最优的规则选择却会放大分歧:即使噪声很小,个体在每一期都会对自己的初始观点赋予相当大的权重,从而加剧分歧。我们借助这一框架来思考规则的均衡选择与社会有效选择之间的对比,及其与群体间观点极化的联系。

英文原文

We explore a model of non-Bayesian information aggregation in networks. Agents noncooperatively choose among Friedkin-Johnsen-type aggregation rules to maximize payoffs. The DeGroot rule is chosen in equilibrium if and only if there is noiseless information transmission, leading to consensus. With noisy transmission, while some disagreement is inevitable, the optimal choice of rule amplifies the disagreement: even with little noise, individuals place substantial weight on their own initial opinion in every period, exacerbating the disagreement. We use this framework to think about equilibrium versus socially efficient choice of rules and its connection to polarization of opinions across groups.

Searching for Approval

搜寻审批

Econometrica · 2024, 92(4) · Sumit Agarwal、John Grigsby、Ali Hortaçsu、Gregor Matvos、Amit Seru、Vincent Yao ·

消费公共治理家庭金融货币与金融监管

本文从理论与实证两方面研究信贷市场中搜寻与申请审批之间的相互作用。高风险借款人会把申请被拒的概率纳入决策, 其行为表现如同面临较高的搜寻成本。因此, “支付过高”可能并非衡量消费者精明程度的良好代理变量, 因为它在一定程度上反映了借款人针对拒贷做出的理性搜寻反应。与标准搜寻模型相反, 我们的模型意味着: (1) 搜寻与申请审批过程会产生内生性逆向选择; (2) 搜寻与已实现利率、违约以及申请获批率之间可能存在非单调或非递减的关系; (3) 仅凭交易价格估计出的搜寻成本是有偏的。我们利用一套详细记录住房抵押贷款借款人搜寻行为的独特数据集, 为模型的预测提供了支持。在估计模型后, 我们发现筛选具有信息含量, 而搜寻是有成本的。反事实分析表明, 收紧放贷标准与通过拒绝申请实施的歧视均会提高均衡利率。已实现利率的这一上升部分源于银行利率设定中的策略互补性。

英文原文

This paper theoretically and empirically studies the interaction of search and application approval in credit markets. Risky borrowers internalize the probability that their application is rejected and behave as if they had high search costs. Thus, “overpayment” may be a poor proxy for consumer sophistication since it partly represents rational search in response to rejections. Contrary to standard search models, our model implies (1) endogenous adverse selection through the search and application approval process, (2) a possibly non‐monotone or non‐decreasing relationship between search and realized interest, default, and application approval rates, and (3) search costs estimated from transaction prices alone are biased. We find support for the model's predictions using a unique data set detailing search behavior of mortgage borrowers. Estimating the model, we find that screening is informative and search is costly. Counterfactual analyses reveal that tightening lending standards and discrimination through application rejection both increase equilibrium interest rates. This increase in realized interest rates is in part due to strategic complementarity in bank rate setting.

A mechanism for the efficient provision of Potential Pareto public goods

一种高效提供潜在帕累托公共品的机制

Journal of Public Economics · 2023, 225 · Eduardo Ferraz、César Mantilla ·

公共治理其它治理政策

提供一种会给所在社区带来局部损害的公共品会引发两个此前未被同时探讨的问题:设施选址何处,以及设施规模应为多大。我们提出一种机制,它将某些类似市场的属性与经过修正的第二价格拍卖相结合。该机制选定承载社区、设施规模、对承载项目的补偿,并确定补偿如何在非承载社区之间分配。若每个社区都如实竞标以成为承载社区——没有任何社区有动机偏离这一策略——则所选定的配置是全局最优的,即便各社区的偏好属于私人信息。与既有文献不同,承载社区支付次高报价,同时获得市场收益,以防止最优规模出现扭曲。

英文原文

Providing a public good that causes a local harm to its host poses two problems previously unexplored together: where to locate it and how large it should be. We propose a mechanism combining some market-like properties with a modified second-price auction. The mechanism selects a host, a facility size, a compensation for hosting the project, and determines how the compensation is split among the non-hosts. If each community bids truthfully for becoming the host–a strategy from which no community has incentives to deviate–the selected allocation is globally optimal, even if communities’ preferences are private information. In contrast with the literature, the host pays the second-highest bid while receiving the market benefits to prevent distortions in the optimal size.

Organizational design for making a difference

旨在产生影响的组织设计

Journal of Public Economics · 2023, 218 · Canice Prendergast ·

未归类D 微观经济学

我们研究依靠捐赠者的组织,此时捐赠者的动机是产生影响。我们表明,当捐赠者足够在意其边际影响时,企业会采用通常被视为低效率的做法。这些做法包括优先选择价值较低的机会而非更优的机会、在最薄弱的举措上投入最多,以及因不去甄别项目质量而获益。这些都源于捐赠者偏好所导致的边际回报与平均回报之间的区分。

英文原文

We address organizations that rely on donors, when those donors are motivated by making a difference. We show that when donors care sufficiently about their marginal impact, firms use practices that would normally be deemed inefficient. These include prioritizing less valuable opportunities over better ones, investing most in their weakest initiatives, and benefiting from not identifying the quality of their projects. These all arise from a distinction between marginal and average returns generated by donor preferences.

Memory and Probability

记忆与概率

Quarterly Journal of Economics · 2023, 138(1) · Pedro Bordalo、John J. Conlon、Nicola Gennaioli、Spencer Yongwook Kwon、Andrei Shleifer ·

未归类D 微观经济学

在许多经济决策中,人们通过从记忆中提取经验来估计概率,例如风险发生的可能性,或某位求职者将成为高效率员工的可能性。我们基于选择性回忆的两条既有规律——相似性与干扰——对这一过程进行建模。我们表明,一个假设的相似性结构及其被描述的方式(而不仅仅是其客观概率)会影响经验的回忆,进而影响概率评估。该模型能够解释并调和多种实证发现,例如:低概率事件在被线索提示时被高估而未被提示时则被忽视、可得性启发式、代表性启发式、合取谬误与析取谬误,以及不同情境下对信息的过度反应与反应不足。该模型给出了若干新的预测,我们为这些预测找到了强有力的实验支持。

英文原文

In many economic decisions, people estimate probabilities, such as the likelihood that a risk materializes or that a job applicant will be a productive employee, by retrieving experiences from memory. We model this process based on two established regularities of selective recall: similarity and interference. We show that the similarity structure of a hypothesis and the way it is described (not just its objective probability) shape the recall of experiences and thus probability assessments. The model accounts for and reconciles a variety of empirical findings, such as overestimation of unlikely events when these are cued versus neglect of noncued ones, the availability heuristic, the representativeness heuristic, conjunction and disjunction fallacies, and over- versus underreaction to information in different situations. The model yields several new predictions, for which we find strong experimental support.

Signaling in Online Credit Markets

在线信贷市场中的信号传递

Journal of Political Economy · 2022, 130(6) · Kei Kawai、Ken Onishi、Kosuke Uetake ·

未归类G 金融经济学

本文利用关于贷款特征与借款人还款的详细数据,研究信号传递如何影响在线信贷市场的均衡结果与福利。我们构建并估计了一个均衡模型,其中借款人可以通过保留利率传递其违约风险信号。我们将存在信号传递与不存在信号传递的市场分别与无不对称信息的基准情形进行比较,发现逆向选择摧毁了高达34%的总剩余,而其中最多78%可通过信号传递得以恢复。我们还估计出部分市场的供给曲线呈向后弯曲形态,这与Stiglitz和Weiss在1981年所作出的预测相一致。

英文原文

We study how signaling affects equilibrium outcomes and welfare in an online credit market, using detailed data on loan characteristics and borrower repayment. We build and estimate an equilibrium model in which a borrower may signal her default risk through the reserve interest rate. Comparing markets with and without signaling relative to the benchmark with no asymmetric information, we find that adverse selection destroys as much as 34% of total surplus, up to 78% of which can be restored with signaling. We also estimate backward-bending supply curves for some markets, consistent with the prediction made by Stiglitz and Weiss in 1981.

Too much trade: The hidden problem of adverse selection

交易过多:逆向选择的隐性问题

Journal of Public Economics · 2021, 204 · David Emmanuel de Meza、Francesco Reito、Diane J Reyniers ·

未归类D 微观经济学

逆向选择会导致具有社会效益的交易被挤出,这一点广为人知。我们表明,甚至可能有更多的交易同时被挤入。原因在于,在市场未发生完全瓦解的情况下,“柠檬”在逆向选择下反而能卖出更高的价格。本文展示了这些“坏”交易如何在保险、信贷和二手车市场中产生,并讨论了若干政策含义。

英文原文

Adverse selection famously leads to the crowding out of socially beneficial trades. We show that even more trades may be simultaneously crowded in. The reason is that, in the absence of complete unravelling, “lemons” fetch more under adverse selection. It is demonstrated how these “bad” trades occur in insurance, credit and used-car markets, and some policy implications are discussed.

Assortative Matching of Exporters and Importers

出口商与进口商的同类匹配

Review of Economics and Statistics · 2021, 105(6) · Yoichi Sugita、Kensuke Teshima、Enrique Seira ·

贸易·开放贸易政策

本文通过考察贸易自由化期间出口商—进口商匹配的变化,研究出口企业与进口企业如何基于自身能力进行匹配。在近年来墨西哥—美国纺织品与服装贸易自由化过程中,出口商和进口商不仅改变贸易量,还经常更换其主要伙伴。我们构建了一个出口商与进口商的多对多匹配模型,其中更换伙伴是主要的调整边际,模型刻画了贝克尔式的按能力正向同类匹配。贸易自由化通过引致系统性的伙伴更换,实现了有效的全球买方—供应商匹配,并提高了消费者福利。数据证实了模型预测的伙伴更换模式。

英文原文

This paper studies how exporting and importing firms match based on their capability by investigating the change in such exporter-importer matching during trade liberalization. During the recent liberalization of the Mexico-U.S. textile and apparel trade, exporters and importers often switch their main partners as well as change trade volumes. We develop a many-to-many matching model of exporters and importers where partner switching is the principal margin of adjustment, featuring Beckerian positive assortative matching by capability. Trade liberalization achieves efficient global buyer-supplier matching and improves consumer welfare by inducing systematic partner switching. The data confirm the predicted partner-switching patterns.

Time Will Tell: Recovering Preferences When Choices Are Noisy

时间会证明一切:从含噪选择中恢复偏好

Journal of Political Economy · 2021, 129(6) · Carlos Alós‐Ferrer、Ernst Fehr、Nick Netzer ·

未归类D 微观经济学

当选择具有随机性时,显示偏好分析通常依赖于随机效用模型。然而,若不对效用噪声的分布做出假设,便无法推断偏好。我们证明,利用反应时数据可以克服这一困难。只需对反应时分布施加一个简单条件,即可在无须分布假设的情况下保证选择揭示偏好。经济学与心理学中的标准模型所生成的数据均满足该条件。在对称噪声或费希纳(Fechnerian)噪声下,我们得到了更强的结果:反应时可用于揭示偏好,或在样本外预测选择概率。我们的工具应用简便,并能取得出色的预测精度。

英文原文

When choice is stochastic, revealed preference analysis often relies on random utility models. However, it is impossible to infer preferences without assumptions on the distribution of utility noise. We show that this difficulty can be overcome by using response time data. A simple condition on response time distributions ensures that choices reveal preferences without distributional assumptions. Standard models from economics and psychology generate data fulfilling this condition. Sharper results are obtained under symmetric or Fechnerian noise, where response times allow uncovering preferences or predicting choice probabilities out of sample. Application of our tools is simple and generates remarkable prediction accuracy.

Equitable Voting Rules

公平投票规则

Econometrica · 2021, 89(2) · Laurent Bartholdi、Wade Hann-Caruthers、Maya Josyula、Omer Tamuz、Leeat Yariv ·

未归类D 微观经济学

梅氏定理 (May's theorem, 1952) 是社会选择理论中的一项著名结果, 它为多数规则奠定了基础。梅氏定理关键的对称性假设——常被视为一种程序公平要求——会被许多赋予投票者相同角色的选择程序所违背。我们证明, 对梅氏对称性假设加以弱化, 便可得到远为丰富的规则集合, 而这些规则仍然平等地对待投票者。我们证明, 这类规则的最小获胜联盟占人口的比例可以趋于零, 但其规模不得小于人口规模的平方根。在方法论上, 我们引入了群论中的技术, 并说明这些技术对于分析社会选择问题的有用性。

英文原文

May's theorem (1952), a celebrated result in social choice, provides the foundation for majority rule. May's crucial assumption of symmetry, often thought of as a procedural equity requirement, is violated by many choice procedures that grant voters identical roles. We show that a weakening of May's symmetry assumption allows for a far richer set of rules that still treat voters equally. We show that such rules can have minimal winning coalitions comprising a vanishing fraction of the population, but not less than the square root of the population size. Methodologically, we introduce techniques from group theory and illustrate their usefulness for the analysis of social choice questions.

Rank Uncertainty in Organizations

组织中的排名不确定性

American Economic Review · 2020, 111(3) · Marina Halac、Elliot Lipnowski、Daniel Rappoport ·

未归类D 微观经济学

委托人通过私下向代理人团队提供与团队成功挂钩的奖金来激励其努力工作。我们研究委托人将努力工作实施为唯一均衡的最优激励方案。该方案利用排名不确定性来应对策略不确定性。每个代理人仅被告知其排名分布和自身奖金,后者使得只要更高排名的代理人努力工作,努力工作便成为其占优策略。若代理人是对称的,则其奖金相同。因此,歧视严格次优,这与公开合同情形(Winter 2004)形成鲜明对比。我们刻画了代理人的排名与报酬如何随不对称的努力成本而变化。(JEL D23, D62, D81, D82, D86)

英文原文

A principal incentivizes a team of agents to work by privately offering them bonuses contingent on team success. We study the principal’s optimal incentive scheme that implements work as a unique equilibrium. This scheme leverages rank uncertainty to address strategic uncertainty. Each agent is informed only of a ranking distribution and his own bonus, the latter making work dominant provided that higher-rank agents work. If agents are symmetric, their bonuses are identical. Thus, discrimination is strictly suboptimal, in sharp contrast with the case of public contracts (Winter 2004). We characterize how agents’ ranking and compensation vary with asymmetric effort costs. (JEL D23, D62, D81, D82, D86)

Social Networks, Reputation, and Commitment: Evidence From a Savings Monitors Experiment

社会网络、声誉与承诺:来自储蓄监督者实验的证据

Econometrica · 2019, 87(1) · Emily Breza、Arun G. Chandrasekhar ·

消费家庭金融

我们开展了一项实验,研究当关于个人自设储蓄目标进展情况的信息被分享给另一位村民(即“监督者”)时,个体是否会储蓄更多。我们构建了一个声誉框架,以探讨监督者的有效性如何取决于其网络位置。在意他人是否将自己视为负责任之人的储蓄者,应当在与中心监督者(其信息传播范围更广)和近邻监督者(其将信息传递给与储蓄者频繁互动的个体)配对时储蓄更多。我们将监督者随机分配给储蓄者,发现监督者平均使储蓄增加36%。与框架一致,更中心、更近邻的监督者带来更大的储蓄增幅。此外,信息通过网络流动,63%的监督者会向他人告知储蓄者的进展情况。实验结束十五个月后,其他村民已根据该干预更新了对储蓄者责任感的信念。

英文原文

We conduct an experiment to study whether individuals save more when information about the progress toward their self-set savings goal is shared with another village member (a “monitor”). We develop a reputational framework to explore how a monitor's effectiveness depends on her network position. Savers who care about whether others perceive them as responsible should save more with central monitors, who more widely disseminate information, and proximate monitors, who pass information to individuals with whom the saver interacts frequently. We randomly assign monitors to savers and find that monitors on average increase savings by 36%. Consistent with the framework, more central and proximate monitors lead to larger increases in savings. Moreover, information flows through the network, with 63% of monitors telling others about the saver's progress. Fifteen months after the conclusion of the experiment, other villagers have updated their beliefs about the saver's responsibility in response to the intervention.

Preferences for Truth-Telling

说真话偏好

Econometrica · 2019, 87(4) · Johannes Abeler、Daniele Nosenzo、Collin Raymond ·

未归类D 微观经济学

私人信息是许多经济活动的核心。几十年来,经济学家一直假设,如果谎报私人信息能使个人的物质收益最大化,个人就愿意这样做。我们整合了经济学、心理学和社会学领域90项实验研究的数据,并表明,事实上人们说谎出奇地少。随后,我们对所观察到的行为的一系列广泛潜在解释进行了形式化,识别出能够区分这些模型的可检验预测,并开展了新的实验以进行检验。我们的实证证据表明,偏好被视为诚实以及偏好诚实是说真话的主要动机。

英文原文

Private information is at the heart of many economic activities. For decades, economists have assumed that individuals are willing to misreport private information if this maximizes their material payoff. We combine data from 90 experimental studies in economics, psychology, and sociology, and show that, in fact, people lie surprisingly little. We then formalize a wide range of potential explanations for the observed behavior, identify testable predictions that can distinguish between the models, and conduct new experiments to do so. Our empirical evidence suggests that a preference for being seen as honest and a preference for being honest are the main motivations for truth‐telling.

General Equilibrium With Uncertainty Loving Preferences

不确定性爱好偏好下的一般均衡

Econometrica · 2018, 86(5) · Aloisio Pessoa de Araujo、Alain Chateauneuf、Juan Pablo Gama、Rodrigo Novinski ·

未归类D 微观经济学

越来越多的经济学家正在发现远远超出古典经济学范畴的经济行为的经验证据与实验证据。特别是,经验证据(Jullien and Salanié (2000))与实验证据(Kahneman and Tversky (1979))支持了风险爱好、模糊爱好及相关行为在经济学中的重要性。然而,由于偏好的非凸性给证明均衡的存在性带来了困难,有限个体的一般均衡文献尚未对这类偏好进行分析。本文的主要结果给出了一组条件,在这些条件下此类经济中均衡存在。我们表明,总财富的不确定性,以及经济中风险厌恶者禀赋的某种占优,对 Arrow–Debreu 均衡的存在性发挥着作用。该结果可以扩展到 CEU(Choquet 期望效用)、平滑模糊(Smooth Ambiguity)与变分偏好(Variational Preference)意义下的模糊性。

英文原文

More and more economists are finding both empirical and experimental evidence of economic behavior that is well beyond classical economics. In particular, empirical evidence ( Jullien and Salanié (2000)) and experimental evidence ( Kahneman and Tversky (1979)) supported the importance of risk loving, ambiguity loving, and related behavior in economics. However, these types of preferences have not been analyzed in the general equilibrium literature with a finite number of agents because non-convexity of preferences creates difficulty in proving existence of equilibrium. The main result in this paper provides a set of conditions under which equilibrium exists in such economies. We show that uncertainty of aggregate wealth, as well as some dominance of the endowment of the risk averters in the economy, play a role in the existence of Arrow–Debreu equilibria. This result can be extended to ambiguity in the sense of CEU, Smooth Ambiguity, and Variational Preference.

Altruism in Networks

网络中的利他主义

Econometrica · 2017, 85(2) · Renaud Bourlès A、Yann Bramoullé、Eduardo Perez-Richet ·

未归类D 微观经济学

我们首次对网络中的利他主义进行了分析。行为人嵌入于一个固定网络之中,并关心其网络邻居的福祉。视收入情况而定,他们可能向较贫困的朋友提供资金支持。我们研究了由此形成的转移博弈的纳什均衡。我们证明均衡最大化一个凹的势函数。我们建立了均衡的存在性、均衡消费的唯一性以及均衡转移的通有唯一性。我们刻画了转移网络的几何结构,并强调了转移中介所扮演的关键角色。随后我们进行比较静态分析。针对个体的正向收入冲击会使所有人受益。对于收入的小幅变动,转移网络中某一连通分支内的行为人的行为,就好像他们组成了一个收入共享共同体。收入不平等的下降或利他网络的扩张可能加剧消费不平等。

英文原文

We provide the first analysis of altruism in networks. Agents are embedded in a fixed network and care about the well‐being of their network neighbors. Depending on incomes, they may provide financial support to their poorer friends. We study the Nash equilibria of the resulting game of transfers. We show that equilibria maximize a concave potential function. We establish existence, uniqueness of equilibrium consumption, and generic uniqueness of equilibrium transfers. We characterize the geometry of the network of transfers and highlight the key role played by transfer intermediaries. We then study comparative statics. A positive income shock to an individual benefits all. For small changes in incomes, agents in a component of the network of transfers act as if they were organized in an income‐pooling community. A decrease in income inequality or expansion of the altruism network may increase consumption inequality.

Mentoring and the Dynamics of Affirmative Action

导师指导与平权行动的动态

American Economic Journal: Economic Policy · 2017, 14(2) · Michèle C. Müller-Itten、Aniko Öry ·

劳动经济学就业与劳动力市场劳动法规

本文分析当多数群体与少数群体初级成员所能获得的导师指导质量取决于其在劳动力队伍中的占比时,劳动力构成的长期演变。多数群体劳动者占比≥50%的劳动力队伍无一例外地会收敛至多数群体相对于人口比例被过度代表的均衡。为最大化福利,往往需要持续性的干预(如针对特定群体的奖学金),且最优的劳动力队伍可能包含先天才能低于边际多数群体劳动者的少数群体劳动者。我们讨论了导师指导决定因素的作用、才能的离散程度、短期干预的适用范围、各类政策工具,并将我们的结果与经典的公平叙事进行对比。

英文原文

We analyze the long-term workforce composition when the quality of mentoring available to majority and minority juniors depends on their representation in the workforce. A workforce with ≥50% majority workers invariably converges to one where the majority is overrepresented relative to the population. To maximize welfare, persistent interventions, such as group-specific fellowships, are often needed, and the optimal workforce may include minority workers of lower innate talent than the marginal majority worker. We discuss the role of mentorship determinants, talent dispersion, the scope of short-term interventions, various policy instruments and contrast our results to the classic fairness narrative.

Existence of Optimal Mechanisms in Principal-Agent Problems

委托-代理问题中最优机制的存在性

Econometrica · 2017, 85(3) · Ohad Kadan、Philip J. Reny、Jeroen M. Swinkels ·

未归类D 微观经济学

我们给出了一般性条件,使得含单个或多个代理人的委托-代理问题在这些条件下存在对委托人最优的机制。我们的结果将纯道德风险与纯逆向选择作为特例加以涵盖。我们允许多维的类型、行动与信号,并同时考虑货币性与非货币性报酬。我们的结果可扩展至机制受到事前或事中约束的情形,并允许委托人在选择代理人合同之外还拥有其他决策。除可测性要求外,我们不对机制空间施加任何先验限制。随机化对于实现最优性而言是必要的情形并不罕见,因此它(理应且)确实被允许使用。随机化在我们的证明中也发挥着关键作用。我们还给出了某些形式的随机化并非必要的条件。

英文原文

We provide general conditions under which principal-agent problems with either one or multiple agents admit mechanisms that are optimal for the principal. Our results cover as special cases pure moral hazard and pure adverse selection. We allow multidimensional types, actions, and signals, as well as both financial and non-financial rewards. Our results extend to situations in which there are ex ante or interim restrictions on the mechanism, and allow the principal to have decisions in addition to choosing the agent's contract. Beyond measurability, we require no a priori restrictions on the space of mechanisms. It is not unusual for randomization to be necessary for optimality and so it (should be and) is permitted. Randomization also plays an essential role in our proof. We also provide conditions under which some forms of randomization are unnecessary.