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Publications

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      • 2014
      • Working Paper

      Hidden Substitutes

      By: John William Hatfield and Scott Duke Kominers
      In this paper, we show that preferences exhibiting some forms of complementarity in fact have an underlying substitutable structure. Specifically, we show that some preferences that are not substitutable in the setting of many-to-one matching with contracts become... View Details
      Keywords: Many-to-One Matching; Many-to-Many Matching; Stability; Substitutes; Matching With Contracts; Slot-Specific Priorities; Sherlock; Market Design; Contracts; Marketplace Matching; Balance and Stability
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      Hatfield, John William, and Scott Duke Kominers. "Hidden Substitutes." Working Paper, September 2014.
      • Article

      Analyzing Scrip Systems

      By: Kris Johnson, David Simchi-Levi and Peng Sun
      Scrip systems provide a nonmonetary trade economy for exchange of resources. We model a scrip system as a stochastic game and study system design issues on selection rules to match potential trade partners over time. We show the optimality of one particular rule in... View Details
      Keywords: "Repeated Games"; Stochastic Trust Game; Dynamic Program; P2P Lending; Scrip Systems; Artificial Currency; Non-monetary Trade Economies; Marketplace Matching; Currency; Operations; Game Theory
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      Johnson, Kris, David Simchi-Levi, and Peng Sun. "Analyzing Scrip Systems." Operations Research 62, no. 3 (May–June 2014): 524–534.
      • May 2014
      • Article

      Investment Incentives in Labor Market Matching

      By: John William Hatfield, Fuhito Kojima and Scott Duke Kominers
      We provide an illustration of how the design of labor market clearing mechanisms can affect incentives for human capital acquisition. Specifically, we extend the labor market matching model (with discrete transfers) of Kelso and Crawford (1982) to incorporate the... View Details
      Keywords: Human Capital; Marketplace Matching
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      Hatfield, John William, Fuhito Kojima, and Scott Duke Kominers. "Investment Incentives in Labor Market Matching." American Economic Review: Papers and Proceedings 104, no. 5 (May 2014): 436–441.
      • March 2014
      • Article

      Do Analysts Follow Managers Who Switch Companies? An Analysis of Relationships in the Capital Markets

      By: Francois Brochet, Gregory S. Miller and Suraj Srinivasan
      We examine the importance of professional relationships developed between analysts and managers by investigating analyst coverage decisions in the context of CEO and CFO moves between publicly listed firms. We find that top executive moves from an origin firm to a... View Details
      Keywords: Management Turnover; Analyst Coverage; Capital Market Relationships; Capital Markets; Relationships
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      Brochet, Francois, Gregory S. Miller, and Suraj Srinivasan. "Do Analysts Follow Managers Who Switch Companies? An Analysis of Relationships in the Capital Markets." Accounting Review 89, no. 2 (March 2014).
      • November 2013
      • Article

      The Performance of Corporate Alliances: Evidence from Oil and Gas Drilling in the Gulf of Mexico

      By: John Beshears
      I use data on oil and gas drilling in the Gulf of Mexico to measure how a corporate alliance—a group of firms that jointly develops an offshore tract—performs relative to a solo firm. I employ a regression discontinuity strategy based on bids in first-price sealed-bid... View Details
      Keywords: Organizational Form; Corporate Alliances; Oil And Gas Production; Lease Auctions; Regression Discontinuity; Alliances; Organizational Structure; Auctions; Performance; Energy Sources; Leasing; Energy Industry
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      Beshears, John. "The Performance of Corporate Alliances: Evidence from Oil and Gas Drilling in the Gulf of Mexico." Journal of Financial Economics 110, no. 2 (November 2013): 324–346.
      • 2013
      • Article

      Matching with Couples: Stability and Incentives in Large Markets

      By: Fuhito Kojima, Parag A. Pathak and Alvin E. Roth
      Accommodating couples has been a long-standing issue in the design of centralized labor market clearinghouses for doctors and psychologists, because couples view pairs of jobs as complements. A stable matching may not exist when couples are present. This article's main... View Details
      Keywords: Market Design; Marketplace Matching; Balance and Stability; Jobs and Positions; Family and Family Relationships; Health Care and Treatment; Employment Industry; Health Industry
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      Kojima, Fuhito, Parag A. Pathak, and Alvin E. Roth. "Matching with Couples: Stability and Incentives in Large Markets." Quarterly Journal of Economics 128, no. 4 (November 2013): 1585–1632.
      • Article

      Unraveling Results from Comparable Demand and Supply: An Experimental Investigation

      By: Muriel Niederle, Alvin E. Roth and M. Utku Ünver
      Markets sometimes unravel, with offers becoming inefficiently early. Often this is attributed to competition arising from an imbalance of demand and supply, typically excess demand for workers. However this presents a puzzle, since unraveling can only occur when firms... View Details
      Keywords: Two-side Matching; Unraveling; Experiments; Market Design
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      Niederle, Muriel, Alvin E. Roth, and M. Utku Ünver. "Unraveling Results from Comparable Demand and Supply: An Experimental Investigation." Games 4, no. 2 (June 2013): 243–282. (Special Issue on Games and Matching Markets.)
      • June 2013
      • Case

      Olympic Rent-A-Car U.S.: Customer Loyalty Battles

      By: John Deighton and James T. Kindley
      The marketing and operations managers for Olympic Rent-A-Car meet to decide how to respond to changes in the loyalty rewards program at the market-leading competitor. The competitor's program gives awards based on dollars spent instead of days rented and eliminates... View Details
      Keywords: Customer Relationship Management; Competitive Strategy; Marketing; Operations; Auto Industry; Service Industry
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      Deighton, John, and James T. Kindley. "Olympic Rent-A-Car U.S.: Customer Loyalty Battles." Harvard Business School Brief Case 913-568, June 2013.
      • June 2013
      • Article

      Vacancies in Supply Chain Networks

      By: John William Hatfield and Scott Duke Kominers
      We use the supply chain matching framework to study the effects of firm exit. We show that the exit of an initial supplier or end consumer has monotonic effects on the welfare of initial suppliers and end consumers but may simultaneously have positive and negative... View Details
      Keywords: Matching; Networks; Stability; Vacancy Chains; Market Entry and Exit; Supply Chain
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      Hatfield, John William, and Scott Duke Kominers. "Vacancies in Supply Chain Networks." Economics Letters 119, no. 3 (June 2013): 354–357.
      • Winter 2013
      • Article

      The New Patent Intermediaries: Platforms, Defensive Aggregators and Super-Aggregators

      By: Andrei Hagiu and David B. Yoffie
      The patent market consists mainly of privately negotiated, bilateral transactions, either sales or cross-licenses, between large companies. There is no eBay, Amazon, New York Stock Exchange, or Kelley's Blue Book equivalent for patents, and when buyers and sellers do... View Details
      Keywords: Intellectual Property; Platforms; Intermediaries; Aggregator; Patents; Digital Platforms; Marketplace Matching; Distribution Channels
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      Hagiu, Andrei, and David B. Yoffie. "The New Patent Intermediaries: Platforms, Defensive Aggregators and Super-Aggregators." Journal of Economic Perspectives 27, no. 1 (Winter 2013): 45–66.
      • Article

      On the Correspondence of Contracts to Salaries in (Many-to-Many) Matching

      By: Scott Duke Kominers
      In this note, I extend the work of Echenique (2012) to show that a model of many-to-many matching with contracts may be embedded into a model of many-to-many matching with wage bargaining whenever (1) all agentsʼ preferences are substitutable and (2) the matching with... View Details
      Keywords: Many-to-Many Matching; Stability; Substitutes; Contract Design; Unitarity; Market Design; Contracts; Marketplace Matching; Balance and Stability; Economics
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      Kominers, Scott Duke. "On the Correspondence of Contracts to Salaries in (Many-to-Many) Matching." Games and Economic Behavior 75, no. 2 (July 2012): 984–989.
      • Article

      Testing Substitutability

      By: John William Hatfield, Nicole Immorlica and Scott Duke Kominers
      We provide an algorithm for testing the substitutability of a length-N preference relation over a set of contracts X in time O(|X|3⋅N3). Access to the preference relation is essential for this result: We show that a substitutability-testing algorithm with access only... View Details
      Keywords: Substitutability; Matching; Communication Complexity; Preference Elicitation; Marketplace Matching; Communication; Mathematical Methods; Economics
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      Hatfield, John William, Nicole Immorlica, and Scott Duke Kominers. "Testing Substitutability." Games and Economic Behavior 75, no. 2 (July 2012): 639–645.
      • July 2012
      • Article

      The Real Consequences of Market Segmentation

      By: Sergey Chernenko and Adi Sunderam
      We study the real effects of market segmentation due to credit ratings using a matched sample of firms just above and just below the investment-grade cutoff. These firms have similar observables, including average investment rates. However, flows into high-yield mutual... View Details
      Keywords: Segmentation; Credit; Investment; Investment Funds; Quality; Markets; Measurement and Metrics; Business Ventures
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      Chernenko, Sergey, and Adi Sunderam. "The Real Consequences of Market Segmentation." Review of Financial Studies 25, no. 7 (July 2012): 2041–2069. (Winner of the RFS Young Researcher Prize 2012.)
      • May 2012
      • Article

      Adding Bricks to Clicks: Predicting the Patterns of Cross-Channel Elasticities over Time

      By: Jill Avery, Thomas J. Steenburgh, John Deighton and Mary Caravella
      The authors propose a conceptual framework to explain whether and when the introduction of a new retail store channel helps or hurts sales in existing direct channels. A conceptual framework separates short- and long-term effects by analyzing the capabilities of a... View Details
      Keywords: Marketing; Channels; Channels Of Distribution; Distribution; Retailing; Channel Management; Channel Migration; Multichannel Retailing; Framework; Customers; Marketing Channels; Sales; Internet and the Web; Demand and Consumers; Competency and Skills; Distribution Channels; E-commerce; Retail Industry; United States
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      Avery, Jill, Thomas J. Steenburgh, John Deighton, and Mary Caravella. "Adding Bricks to Clicks: Predicting the Patterns of Cross-Channel Elasticities over Time." Journal of Marketing 76, no. 3 (May 2012): 96–111.
      • Article

      Matching in Networks with Bilateral Contracts

      By: John William Hatfield and Scott Duke Kominers
      We introduce a model in which firms trade goods via bilateral contracts which specify a buyer, a seller, and the terms of the exchange. This setting subsumes (many-to-many) matching with contracts, as well as supply chain matching. When firms' relationships do not... View Details
      Keywords: Contracts; Market Design; Marketplace Matching; Supply Chain
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      Hatfield, John William, and Scott Duke Kominers. "Matching in Networks with Bilateral Contracts." American Economic Journal: Microeconomics 4, no. 1 (February 2012): 176–208.
      • Article

      Stability and Competitive Equilibrium in Matching Markets with Transfers

      By: John William Hatfield and Scott Duke Kominers
      This note surveys recent work in generalized matching theory, focusing on trading networks with transferable utility. In trading networks with a finite set of contractual opportunities, the substitutability of agents’ preferences is essential for the guaranteed... View Details
      Keywords: Matching; Networks; Joint Ventures; Stability; Competitive Equilibrium; Core; Efficiency; Economics; Theory
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      Hatfield, John William, and Scott Duke Kominers. "Stability and Competitive Equilibrium in Matching Markets with Transfers." ACM SIGecom Exchanges 10, no. 3 (December 2011).
      • 2011
      • Working Paper

      The Cost of Capital for Alternative Investments

      By: Jakub W. Jurek and Erik Stafford
      This paper studies the cost of capital for alternative investments. We document that the risk profile of the aggregate hedge fund universe can be accurately matched by a simple index put option writing strategy that offers monthly liquidity and complete transparency... View Details
      Keywords: Cost of Capital; Financial Liquidity; Investment; Investment Return; Mathematical Methods; Risk and Uncertainty
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      Jurek, Jakub W., and Erik Stafford. "The Cost of Capital for Alternative Investments." Harvard Business School Working Paper, No. 12-013, September 2011. (NBER Working Paper Series, No. 19643, November 2013.)
      • Article

      Advertising, the Matchmaker

      By: Bharat N. Anand and Ron Shachar
      We empirically study the informational role of advertising in matching consumers with products when consumers are uncertain about both observable and unobserved program attributes. Our focus is on the network television industry, in which the products are television... View Details
      Keywords: Advertising; Information; Consumer Behavior; Television Entertainment; Risk and Uncertainty; Product; Decision Choices and Conditions; Advertising Industry
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      Anand, Bharat N., and Ron Shachar. "Advertising, the Matchmaker." RAND Journal of Economics 42, no. 2 (Summer 2011): 205–245. (Lead Article.)
      • February 2011
      • Case

      oDesk: Changing How the World Works

      By: Boris Groysberg, David A. Thomas and Jennifer M. Tydlaska
      It is 2010, and Gary Swart, CEO of oDesk, is contemplating the next steps for his organization. Founded in 2004 in California, oDesk operates an online marketplace which matches Employers with Contractors. oDesk provides fact-based information on Contractors, including... View Details
      Keywords: Recruitment; Leadership; Growth and Development Strategy; Digital Platforms; Marketplace Matching; Corporate Strategy; Internet and the Web; Consulting Industry
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      Groysberg, Boris, David A. Thomas, and Jennifer M. Tydlaska. "oDesk: Changing How the World Works." Harvard Business School Case 411-078, February 2011.
      • 2011
      • Working Paper

      Individual Rationality and Participation in Large Scale, Multi-Hospital Kidney Exchange

      By: Itai Ashlagi and Alvin E. Roth
      As multi-hospital kidney exchange clearinghouses have grown, the set of players has grown from patients and surgeons to include hospitals. Hospitals have the option of enrolling only their hard-to-match patient-donor pairs, while conducting easily arranged exchanges... View Details
      Keywords: Health Care and Treatment; Resource Allocation; Market Participation; Marketplace Matching; Organizations; Networks; Motivation and Incentives; Health Industry
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      Ashlagi, Itai, and Alvin E. Roth. "Individual Rationality and Participation in Large Scale, Multi-Hospital Kidney Exchange." NBER Working Paper Series, No. 16720, January 2011.
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