21 results on '"Luis Rayo"'
Search Results
2. Optimal Feedback in Contests
- Author
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Jeffrey C. Ely, George Georgiadis, Sina Khorasani, and Luis Rayo
- Subjects
Microeconomics ,Economics and Econometrics ,Incentive ,Computer science ,Moral hazard ,Principal (computer security) ,economics ,CONTEST ,Measure (mathematics) ,nobody - Abstract
We obtain optimal dynamic contests for environments where the designer monitors effort through coarse, binary signals—Poisson successes—and aims to elicit maximum effort, ideally in the least amount of time possible, given a fixed prize. The designer has a vast set of contests to choose from, featuring termination and prize-allocation rules together with real-time feedback for the contestants. Every effort-maximizing contest (which also maximizes total expected successes) has a history-dependent termination rule, a feedback policy that keeps agents fully apprised of their own success, and a prize-allocation rule that grants them, in expectation, a time-invariant share of the prize if they succeed. Any contest that achieves this effort in the shortest possible time must in addition be what we call second chance: once a pre-specified number of successes arrive, the contest enters a countdown phase where contestants are given one last chance to succeed.
- Published
- 2022
3. Stories at work
- Author
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Luis Rayo, Niko Matouschek, and Robert J. Akerlof
- Subjects
Transaction cost ,HD ,HF ,Computer science ,media_common.quotation_subject ,05 social sciences ,General Medicine ,Variety (cybernetics) ,Incentive ,Organizational behavior ,0502 economics and business ,050206 economic theory ,Quality (business) ,050207 economics ,Marketing ,Social responsibility ,Simple (philosophy) ,Diversity (business) ,media_common - Abstract
Organizational stories are commonplace and a crucial force shaping employee behavior. We show how an organization's choice of story can be formally incorporated into its design problem. In our simple model, the organization optimally becomes either “purpose driven,” which involves pairing flat money incentives with a story that emphasizes the importance of generating output (e.g., saving lives, putting a person on the moon), or “incentive driven,” which involves pairing steep money incentives with a narrower story that emphasizes the importance of maintaining ethical standards (e.g., maintaining quality, helping peers). We illustrate the applicability of these results using a variety of examples.
- Published
- 2020
4. Narratives and the Economics of the Family
- Author
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Luis Rayo and Robert J. Akerlof
- Subjects
Authoritarianism ,Separate spheres ,Survey data collection ,Gender studies ,Narrative ,Sociology ,Consumption (sociology) ,Variety (linguistics) ,Romance - Abstract
We augment Becker’s classic model of the family by assuming that, in addition to caring about consumption, the family wishes to further a subjective story, or narrative, that captures its deeply held values. Our focus is on two stories that in many ways are polar opposites. The first one—the protector narrative—gives rise to a type of traditional family where gender roles are distinct, men and women are pushed towards “separate spheres,” and men are expected to be tough and authoritarian. The second one—the fulfillment narrative—gives rise to a type of modern family where roles are less distinct, family members have greater latitude in their decisions, and marriages are based to a greater extent on romantic love. We derive a rich bundle of behaviors associated with each story, and using survey data, we show that our findings are consistent with a variety of empirical patterns.
- Published
- 2020
5. Working to learn
- Author
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George Georgiadis, Drew Fudenberg, and Luis Rayo
- Subjects
Economics and Econometrics ,Incentive ,Computer science ,Order (business) ,Human–computer interaction ,Contract theory ,Principal–agent problem ,Apprenticeship ,Constraint (mathematics) ,Phase (combat) ,Learning-by-doing (economics) - Abstract
We study the joint determination of wages, effort, and training in “apprenticeships” where novices must work in order to learn. We introduce the idea of learning-by-doing as an inequality constraint, which allows masters to strategically slow training down. Every Pareto-efficient contract has an initial phase where the novice learns as fast as technologically feasible, followed by a phase where their master constrains how fast they learn. This latter phase mitigates the novice's commitment problem, and thus lets the novice consume more than they produce early on in the relationship. Our model has novel implications for optimal regulation.
- Published
- 2021
6. Optimal Contracting and the Organization of Knowledge
- Author
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Luis Rayo, Luis Garicano, and William Fuchs
- Subjects
Economics and Econometrics ,Ex-ante ,Download ,media_common.quotation_subject ,Contracting ,experts ,professional service firms ,partnership ,venture capital ,Contracting, experts, professional service firms, partnership, venture capital ,jel:D86 ,Venture capital ,jel:L22 ,Microeconomics ,jel:J33 ,jel:J44 ,Incentive ,Rlab ,General partnership ,Service (economics) ,Economics ,Production (economics) ,computer ,media_common ,computer.programming_language - Abstract
We study contractual arrangements that support an efficient use of time in a knowledge-intensive economy in which agents endogenously specialize in either production or consulting. The resulting market for advice is plagued by informational problems, since both the difficulty of the questions posed to consultants and the knowledge of those consultants are hard to assess. We show that spot contracting is not efficient because lemons (in this case, self-employed producers with intermediate knowledge) cannot be appropriately excluded from the market. However, an ex ante, firm-like contractual arrangement uniquely delivers the first best. This arrangement involves hierarchies in which consultants are full residual claimants of output and compensate producers via incentive contracts. This simple characterization of the optimal ex ante arrangement suggests a rationale for the organization of firms and the structure of compensation in knowledge-intensive sectors. Our findings correspond empirically to observed arrangements inside professional service firms and between venture capitalists and entrepreneurs.
- Published
- 2014
7. Training and Effort Dynamics in Apprenticeship
- Author
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Drew Fudenberg and Luis Rayo
- Subjects
Economics and Econometrics ,Labour economics ,Operations research ,ComputingMilieux_THECOMPUTINGPROFESSION ,Computer science ,05 social sciences ,Principal (computer security) ,ComputerApplications_COMPUTERSINOTHERSYSTEMS ,Training (civil) ,Task (project management) ,Work (electrical) ,Dynamics (music) ,0502 economics and business ,Path (graph theory) ,Economics ,Operations management ,Train ,050207 economics ,Apprenticeship ,Knowledge transfer ,050205 econometrics - Abstract
We study the design of careers by a principal who trains a cash-constrained agent, or apprentice, who is free to walk away at any time. The principal specifies time paths of knowledge transfer, effort provision, and task allocation, subject to the apprentice's continued participation. In the optimal contract, the apprentice pays for training by working for low or no wages and working inefficiently hard. The apprentice can work on both "skilled" (knowledge-complementary) and "unskilled" (knowledge-independent) tasks. If the principal specifies inefficiently much skilled effort at any time, she shortens the apprenticeship compared to its length when skilled effort is efficient. Otherwise, she specifies inefficiently much unskilled effort throughout and leaves the apprenticeship length unchanged. We then consider the effect of regulations that limit how hard the apprentice can work and how long the apprenticeship can last.
- Published
- 2017
8. Transcranial Sonography and Cerebral Circulatory Arrest in Adults: A Comprehensive Review
- Author
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Jon Pérez-Bárcena, Luis Rayo, Juan Pedro Martín-del Rincón, Josep Maria Abadal, Javier Homar, Juan Antonio Llompart-Pou, and Albrecht Güenther
- Subjects
medicine.medical_specialty ,medicine.diagnostic_test ,law ,business.industry ,Circulatory system ,medicine ,Physical examination ,Intensive care medicine ,business ,Intensive care unit ,Transcranial Doppler ,law.invention - Abstract
The diagnosis of brain death remains a clinical challenge for intensive care unit physicians. Worldwide regulations in its diagnosis may differ, and the need of ancillary tests after a clinical examination is not uniform. Transcranial sonography is a noninvasive, bedside, and widely available technique that can be used in the diagnosis of the cerebral circulatory arrest that preceeds brain death. In this paper we review the general concepts, the technical requisites, the patterns of Doppler signal confirming cerebral circulatory arrest, the vessels to insonate, and the options in cases with poor acoustic window. Future research perspectives in the field of transcranial sonography are discussed as well.
- Published
- 2013
9. Monopolistic Signal Provision
- Author
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Luis Rayo
- Subjects
Microeconomics ,Monopolistic competition ,Optimal mechanism ,Pooling ,Economics ,Marginal value ,Covariance ,Economic surplus ,General Economics, Econometrics and Finance ,Signal ,Nonlinear pricing - Abstract
I study a monopolist who sells a signal to a consumer with a hidden type. The consumer uses this signal to obtain social status, defined as the expectation of the consumer’s type conditional on the signal. The monopolist must decide how accurately different types are revealed. When pooling subsets of types, she reduces social surplus, but extracts greater information rents. I derive the optimal mechanism by examining the covariance between the consumer’s type and his virtual marginal value of social status.
- Published
- 2013
10. Optimal Information Disclosure
- Author
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Ilya Segal and Luis Rayo
- Subjects
Microeconomics ,Economics and Econometrics ,Incentive ,Opportunity cost ,ComputerSystemsOrganization_COMPUTER-COMMUNICATIONNETWORKS ,Pooling ,Information disclosure ,Economics ,Relevance (information retrieval) ,Profitability index ,Data_CODINGANDINFORMATIONTHEORY ,Communication source ,Bayesian inference - Abstract
A sender randomly draws a "prospect" characterized by its profitability to the sender and its relevance to a receiver. The receiver observes only a signal provided by the sender and accepts the prospect if his Bayesian inference about the prospect's relevance exceeds his opportunity cost. The sender's profits are typically maximized by partial information disclosure, whereby the receiver is induced to accept less relevant but more profitable prospects ("switches") by pooling them with more relevant but less profitable ones ("baits"). Extensions include maximizing a weighted sum of sender profits and receiver surplus and allowing the sender to use monetary incentives.
- Published
- 2010
11. Comments and Discussion
- Author
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null Gary S. Becker, null Luis Rayo, and null Alan B. Krueger
- Subjects
Economics and Econometrics ,General Business, Management and Accounting - Published
- 2008
12. Evolutionary Efficiency and Happiness
- Author
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Gary S. Becker and Luis Rayo
- Subjects
Economics and Econometrics ,Incentive ,Order (exchange) ,Process (engineering) ,media_common.quotation_subject ,Rank (computer programming) ,Principal–agent problem ,Econometrics ,Happiness ,Economics ,Relative term ,Function (engineering) ,media_common - Abstract
We model happiness as a measurement tool used to rank alternative actions. Evolution favors a happiness function that measures the individual’s success in relative terms. The optimal function is based on a time‐varying reference point—or performance benchmark—that is updated over time in a statistically optimal way in order to match the individual’s potential. Habits and peer comparisons arise as special cases of such an updating process. This updating also results in a volatile level of happiness that continuously reverts to its long‐term mean. Throughout, we draw a parallel with a problem of optimal incentives, which allows us to apply statistical insights from agency theory to the study of happiness.
- Published
- 2007
13. Habits, Peers, and Happiness: An Evolutionary Perspective
- Author
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Luis Rayo and Gary S. Becker
- Subjects
Economics and Econometrics ,Principal (commercial law) ,Subsistence level ,media_common.quotation_subject ,Perspective (graphical) ,Critical factors ,Well-being ,Happiness ,Economics ,Absolute level ,Positive economics ,Empirical evidence ,media_common - Abstract
The principal motivating factor in our lives is the pursuit of happiness. In most cultures, when seeking this end, individuals place a high priority on income, and spend much of their waking time procuring this intermediate goal. The connection between income and happiness is by no means trivial, however. Two critical factors come into play. First, beyond subsistence level, the positive effect of a permanent change in income tends to be short lived. We rapidly become accustomed to a more expensive lifestyle. A common name for this feature is habit formation. Second, the satisfaction derived from a given level of income is sharply dependent on how it compares to the income of peers. See, for example, Andrew B. Abel (1990), Becker (1996), and William A. Brock and Steven N. Durlauf (2001) for a demonstration of the influence of habits and peer comparisons over behavior, and see Shane Frederick and George Loewenstein (1999) for a review of the underlying psychology. Habits and peer comparisons mean that an individual is not concerned mainly with her absolute level of income, but rather with the difference between her income and a benchmark that changes over time. In recent years, economists have become increasingly interested in this fact. This interest has been both applied (i.e., the study of habits and peer influences over behavior and the analysis of happiness surveys) and theoretical (i.e., a search for biological foundations). But unlike other more developed areas of economics, these two approaches remain fairly separate from each other. In particular, the existing theoretical work is motivated only by the most basic empirical observations. And the existing applied work, for the most part, has not been influenced by theoretical results. In this essay, we seek to reduce the distance between these two literature strands. In particuHabits, Peers, and Happiness: An Evolutionary Perspective
- Published
- 2007
14. Relational Incentives and Moral Hazard in Teams
- Author
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Luis Rayo
- Subjects
Microeconomics ,Economics and Econometrics ,Incentive ,Moral hazard ,Optimal allocation ,Economics ,Residual claimant ,Observability ,Profit (economics) - Abstract
This paper studies moral hazard in teams using a model where efforts are promoted via the combination of profit shares and relational contracts. The focus is on how these two forms of incentives interact. According to the degree of effort observability and the importance of future interaction, the optimal allocation of profit shares can range from a wide dispersion across players to a full concentration of shares in the hands of a single player. When shares are sufficiently concentrated, the corresponding residual claimant can also adopt the role of administering all relational contracts, therefore serving as an endogenously chosen principal. Copyright 2007, Wiley-Blackwell.
- Published
- 2007
15. Why organizations fail: models and cases
- Author
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Luis Rayo and Luis Garicano
- Subjects
Transaction cost ,Economics and Econometrics ,050208 finance ,Organizational economics ,05 social sciences ,organizational economics ,Resistance (psychoanalysis) ,Large range ,jel:D86 ,jel:D21 ,Bounded rationality ,jel:L23 ,Incentive ,jel:J33 ,jel:M52 ,Risk analysis (engineering) ,0502 economics and business ,Economics ,Human multitasking ,Operations management ,050207 economics ,Simple (philosophy) - Abstract
Organizations fail due to incentive problems (agents do not want to act in the organization's interests) and bounded rationality problems (agents do not have the necessary information to do so). This survey uses recent advances in organizational economics to illuminate organizational failures along these two dimensions. We combine reviews of the literature with simple models and case discussions. Specifically, we consider failures related to short-termism and the allocation of authority, both of which are instances of “multitasking problems”; communication failures in the presence of both soft and hard information due to incentive misalignments; resistance to change due to vested interests and rigid cultures; and failures related to the allocation of talent and miscommunication due to bounded rationality. We find that the organizational economics literature provides parsimonious explanations for a large range of economically significant failures. (JEL D21, D23, D82, D83, M10)
- Published
- 2015
16. The Power of the Last Word in Legislative Policy Making
- Author
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B. Douglas Bernheim, Antonio Rangel, and Luis Rayo
- Subjects
Power (social and political) ,Microeconomics ,Economics and Econometrics ,Politics ,Majority rule ,Public economics ,Dictator ,Economics ,Legislature ,Condorcet method ,Pork barrel ,Word (computer architecture) - Abstract
We examine legislative policy making in institutions with two empirically relevant features: agenda setting occurs in real time and the default policy evolves. We demonstrate that these institutions select Condorcet winners when they exist, provided a sufficient number of individuals have opportunities to make proposals. In policy spaces with either pork barrel or pure redistributional politics (where a Condorcet winner does not exist), the last proposer is effectively a dictator or near-dictator under relatively weak conditions.
- Published
- 2006
17. Relational knowledge transfers
- Author
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Luis Rayo and Luis Garicano
- Subjects
Economics and Econometrics ,Knowledge management ,Download ,media_common.quotation_subject ,HC Economic History and Conditions ,jel:J24 ,Rlab ,0502 economics and business ,Economics ,Production (economics) ,050207 economics ,050205 econometrics ,computer.programming_language ,media_common ,business.industry ,05 social sciences ,jel:C73 ,jel:M10 ,HD Industries. Land use. Labor ,general human capital ,knowledge ,relational contracts ,skills ,Cash ,Value (economics) ,jel:L14 ,Apprenticeship ,business ,Knowledge transfer ,computer ,Externality - Abstract
An expert must train a novice. The novice initially has no cash, so he can only pay the expert with the accumulated surplus from his production. At any time, the novice can leave the relationship with his acquired knowledge and produce on his own. The sole reason he does not is the prospect of learning in future periods. The profit-maximizing relationship is structured as an apprenticeship, in which all production generated during training is used to compensate the expert. Knowledge transfer takes a simple form. In the first period, the expert gifts the novice a positive level of knowledge, which is independent of the players' discount rate. After that, the novice's total value of knowledge grows at the players' discount rate until all knowledge has been transferred. The inefficiencies that arise from this contract are caused by the expert's artificially slowing down the rate of knowledge transfer rather than by her reducing the total amount of knowledge eventually transferred. We show that these inefficiencies are larger the more patient the players are. Finally, we study the impact of knowledge externalities across players.
- Published
- 2013
18. Comment on 'Noninvasive detection of elevated intracranial pressure using a portable ultrasound system'
- Author
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Jon Pérez-Bárcena, Luis Rayo, Josep Maria Abadal, and Juan Antonio Llompart-Pou
- Subjects
medicine.medical_specialty ,business.industry ,Emergency Medicine ,Medicine ,General Medicine ,Radiology ,Elevated Intracranial Pressure ,Portable ultrasound ,business - Published
- 2011
19. Market Pressure, Control Rights, and Innovation
- Author
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Miguel Diaz, Luis Rayo, and Haresh Sapra
- Subjects
Microeconomics ,Commerce ,Control (management) ,Market price ,Position (finance) ,Business ,Insider - Abstract
There has been significant controversy over the desirability of anti-takeover protection devices, such as poison pills and golden parachutes. These devices are usually viewed negatively because they are associated with entrenchment and insider rent extraction. This position, however, is subject to debate. Insider protection, for instance, has the advantage of transferring control to better-informed insiders. In fact, in this paper we show that insider protection can arise endogenously as an optimal contracting device. Our main result is that the optimality of insider protection depends crucially on the degree of innovation of the firm's activities, with insider protection being desirable only under significant innovation. For highly innovative projects, in particular, a takeover bid can be optimally rejected even when it offers a significant premium over the market price of the firm.
- Published
- 2009
20. Why Keynes Underestimated Consumption and Overestimated Leisure for the Long Run
- Author
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Gary S. Becker and Luis Rayo
- Published
- 2008
21. Democratic Policy Making with Real-Time Agenda Setting: Part 1
- Author
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B. Douglas Bernheim, Antonio Rangel, and Luis Rayo
- Subjects
jel:H0 ,jel:D7 - Abstract
We examine democratic policy-making in a simple institution with real-time agenda setting. Individuals are recognized sequentially. Once recognized, an individual makes a proposal, which is immediately put to a vote. If a proposal passes, it supercedes all previously passed proposals. The policy that emerges from this process is implemented. For some familiar classes of policy spaces with rich distributional politics, we show that the last proposer is effectively a dictator under a variety of natural conditions. Most notably, this occurs whenever a sufficient number of individuals have opportunities to make proposals. Thus, under reasonably general assumptions, control of the final proposal with real-time agenda setting confers as much power as control of the entire agenda.
- Published
- 2002
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