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      • March 2019
      • Case

      Wattpad

      By: John Deighton and Leora Kornfeld
      How to run a platform to match four million writers of stories to 75 million readers? Use data science. Make money by doing deals with television and filmmakers and book publishers. The case describes the challenges of matching readers to stories and of helping writers... View Details
      Keywords: Platform Businesses; Creative Industries; Publishing; Data Science; Machine Learning; Collaborative Filtering; Women And Leadership; Managing Data Scientists; Big Data; Recommender Systems; Digital Platforms; Information Technology; Intellectual Property; Analytics and Data Science; Publishing Industry; Entertainment and Recreation Industry; Canada; United States; Philippines; Viet Nam; Turkey; Indonesia; Brazil
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      Deighton, John, and Leora Kornfeld. "Wattpad." Harvard Business School Case 919-413, March 2019.
      • February 2019 (Revised January 2020)
      • Case

      Pierre Foods Acquisition of Advance Foods (A)

      By: Guhan Subramanian and Mike Harmon
      This case (A), and its related cases (B-E), establish a setting to discuss an M&A transaction and some of the key legal contracts that are associated with it. In 2010, private equity backed food manufacturer Pierre Foods is contemplating the acquisition of a key... View Details
      Keywords: Mergers and Acquisitions; Contracts; Agreements and Arrangements; Negotiation; Complexity
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      Subramanian, Guhan, and Mike Harmon. "Pierre Foods Acquisition of Advance Foods (A)." Harvard Business School Case 919-022, February 2019. (Revised January 2020.)
      • December 2018
      • Article

      Reserve Design: Unintended Consequences and the Demise of Boston's Walk Zones

      By: Umut Dur, Scott Duke Kominers, Parag A. Pathak and Tayfun Sönmez
      Admissions policies often use reserves to grant certain applicants higher priority for some (but not all) available seats. Boston’s school choice system, for example, reserved half of each school’s seats for local neighborhood applicants while leaving the other half... View Details
      Keywords: Neighborhoods; Equal Access; School Choice; Affirmative Action; Desegregation; Marketplace Matching; Fairness; Local Range; Education; Policy
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      Dur, Umut, Scott Duke Kominers, Parag A. Pathak, and Tayfun Sönmez. "Reserve Design: Unintended Consequences and the Demise of Boston's Walk Zones." Journal of Political Economy 126, no. 6 (December 2018): 2457–2479.
      • 2018
      • Working Paper

      Corporate Tax Cuts Increase Income Inequality

      By: Suresh Nallareddy, Ethan Rouen and Juan Carlos Suárez Serrato
      This paper studies the effects of corporate tax changes on income inequality. Using state corporate tax rate changes as a setting, we show that cutting state corporate tax rates leads to increases in income inequality. This result is robust to using regression and... View Details
      Keywords: Business Ventures; Taxation; Income; Equality and Inequality; United States
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      Nallareddy, Suresh, Ethan Rouen, and Juan Carlos Suárez Serrato. "Corporate Tax Cuts Increase Income Inequality." Harvard Business School Working Paper, No. 18-101, May 2018.
      • Article

      An Invitation to Market Design

      By: Scott Duke Kominers, Alexander Teytelboym and Vincent P. Crawford
      Market design seeks to translate economic theory and analysis into practical solutions to real-world problems. By redesigning both the rules that guide market transactions and the infrastructure that enables those transactions to take place, market designers can... View Details
      Keywords: Matching; Trading; Scrip; Liquidity; Efficiency; Equity; Allocation Rules; Marketplaces; Market Design; Marketplace Matching; Auctions
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      Kominers, Scott Duke, Alexander Teytelboym, and Vincent P. Crawford. "An Invitation to Market Design." Oxford Review of Economic Policy 33, no. 4 (Winter 2017): 541–571.
      • 2019
      • Working Paper

      Compensation Consultants and the Level, Composition, and Complexity of CEO Pay

      By: Kevin J. Murphy and Tatiana Sandino
      We provide fresh evidence regarding the relation between compensation consultants and CEO pay. First, firms that employ consultants have higher-paid CEOs—this result is robust to firm fixed effects and matching on economic and governance variables. Second, while this... View Details
      Keywords: Consultants; Benchmarking; Incentive Pay; Executive Compensation; Complexity; Motivation and Incentives; Governance
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      Murphy, Kevin J., and Tatiana Sandino. "Compensation Consultants and the Level, Composition, and Complexity of CEO Pay." Harvard Business School Working Paper, No. 18-027, September 2017. (Revised March 2019. Accepted and forthcoming at The Accounting Review.)
      • May 2017
      • Article

      Stable and Strategy-Proof Matching with Flexible Allotments

      By: John William Hatfield, Scott Duke Kominers and Alexander Westkamp
      We introduce a framework of matching with flexible allotments that can be used to model firms with cross-division hiring restrictions. Our framework also allows us to nest some prior models of matching with distributional constraints. Building upon our recent work on... View Details
      Keywords: Balance and Stability; Mathematical Methods
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      Hatfield, John William, Scott Duke Kominers, and Alexander Westkamp. "Stable and Strategy-Proof Matching with Flexible Allotments." American Economic Review 107, no. 5 (May 2017): 214–219.
      • January 2017
      • Article

      Contract Design and Stability in Many-to-Many Matching

      By: John William Hatfield and Scott Duke Kominers
      We develop a model of many-to-many matching with contracts that subsumes as special cases many-to-many matching markets and buyer/seller markets with heterogeneous and indivisible goods. In our setting, substitutable preferences are sufficient to guarantee the... View Details
      Keywords: Many-to-Many Matching; Stability; Substitutes; Contract Design; Contracts; Marketplace Matching; Balance and Stability
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      Hatfield, John William, and Scott Duke Kominers. "Contract Design and Stability in Many-to-Many Matching." Games and Economic Behavior 101 (January 2017): 78–97.
      • 2016
      • Working Paper

      Foreign Competition and Domestic Innovation: Evidence from U.S. Patents

      By: David Autor, David Dorn, Gordon H. Hanson, Pian Shu and Gary Pisano
      Manufacturing is the locus of U.S. innovation, accounting for more than three quarters of U.S. corporate patents. The rise of import competition from China has represented a major competitive shock to the sector, which in theory could benefit or stifle innovation. In... View Details
      Keywords: Patents; Competition; System Shocks; Trade; Innovation and Invention; Manufacturing Industry; China; United States
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      Autor, David, David Dorn, Gordon H. Hanson, Pian Shu, and Gary Pisano. "Foreign Competition and Domestic Innovation: Evidence from U.S. Patents." NBER Working Paper Series, No. 22879, December 2016.
      • 2016
      • Working Paper

      Operations in the On-Demand Economy: Staffing Services with Self-Scheduling Capacity

      By: Itai Gurvich, Martin Lariviere and Antonio Moreno
      Motivated by recent innovations in service delivery such as ride-sharing services and work-from-home call centers, we study capacity management when workers self-schedule. Our service provider chooses capacity to maximize its profit (revenue from served customers minus... View Details
      Keywords: Strategic Servers; On-demand Economy; Independent Capacity; Distributed Systems; Uber; Service Operations; Performance Capacity
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      Gurvich, Itai, Martin Lariviere, and Antonio Moreno. "Operations in the On-Demand Economy: Staffing Services with Self-Scheduling Capacity." Working Paper, June 2016.
      • May 2016
      • Article

      Matching with Slot-Specific Priorities: Theory

      By: Scott Duke Kominers and Tayfun Sönmez
      We introduce a two-sided, many-to-one matching with contracts model in which agents with unit demand match to branches that may have multiple slots available to accept contracts. Each slot has its own linear priority order over contracts; a branch chooses contracts by... View Details
      Keywords: Matching With Contracts; Stability; Strategy-proofness; School Choice; Affirmative Action; Airline Seat Upgrades; Contracts; Market Design; Marketplace Matching; Balance and Stability
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      Kominers, Scott Duke, and Tayfun Sönmez. "Matching with Slot-Specific Priorities: Theory." Theoretical Economics 11, no. 2 (May 2016): 683–710.
      • 2015
      • Working Paper

      Stability, Strategy-Proofness, and Cumulative Offer Mechanisms

      By: John William Hatfield, Scott Duke Kominers and Alexander Westkamp
      We consider the setting of many-to-one matching with contracts, where firms may demand multiple contracts but each worker desires at most one contract. We introduce three novel conditions—observable substitutability, observable size monotonicity,... View Details
      Keywords: Matching With Contracts; Stability; Strategy-proofness; Substitutability; Size Monotonicity; Cumulative Offer Mechanism; Contracts; Market Design; Marketplace Matching; Balance and Stability
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      Hatfield, John William, Scott Duke Kominers, and Alexander Westkamp. "Stability, Strategy-Proofness, and Cumulative Offer Mechanisms." Working Paper, July 2015.
      • Article

      Multilateral Matching

      By: John William Hatfield and Scott Duke Kominers
      We introduce a matching model in which agents engage in joint ventures via multilateral contracts. This approach allows us to consider production complementarities previously outside the scope of matching theory. We show analogues of the first and second welfare... View Details
      Keywords: Matching; Stability; Competitive Equilibrium; Core; Networks; Competition; Joint Ventures; Balance and Stability; Groups and Teams; Entrepreneurship
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      Hatfield, John William, and Scott Duke Kominers. "Multilateral Matching." Journal of Economic Theory 156 (March 2015): 175–206.
      • 2015
      • Chapter

      Modularity and Organizations

      By: Carliss Y. Baldwin
      Modularity describes the degree to which a complex system can be broken apart into subunits (modules) that can be recombined in various ways. Modularity is important for organizations and the economy because the boundaries of organizational units and corporations are... View Details
      Keywords: Complexity; Organizations
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      Baldwin, Carliss Y. "Modularity and Organizations." In International Encyclopedia of the Social & Behavioral Sciences. 2nd ed. Edited by James D. Wright, 718–723. Amsterdam: Elsevier, 2015.
      • 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.
      • 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.
      • 2012
      • Working Paper

      Modularity and Organizations

      By: Carliss Y. Baldwin
      Modularity describes the degree to which a complex system can be broken apart into subunits (modules) that can be recombined in various ways. Modularity is important for organizations and the economy because the boundaries of organizational units and corporations are... View Details
      Keywords: Complex Systems; Information Hiding; Loosely-coupled Systems; Mirroring; Mirroring Hypothesis; Modules; Modularity; Near-decomposable Systems; Product Architecture; Option Value; Organizational Design; Complexity
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      Baldwin, Carliss Y. "Modularity and Organizations." Harvard Business School Working Paper, No. 13-046, November 2012. (To appear in the Elsevier International Encyclopedia of the Social and Behavioral Sciences, 2nd edition; available on request to the author.)
      • 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.
      • June 2010
      • Article

      Quality Management and Job Quality: How the ISO 9001 Standard for Quality Management Systems Affects Employees and Employers

      By: David I. Levine and Michael W. Toffel
      Several studies have examined how the ISO 9001 Quality Management System standard predicts changes in organizational outcomes such as profits. This is the first large-scale study to explore how employee outcomes such as employment, earnings, and health and safety... View Details
      Keywords: Quality; Management; Standards; Employees; Wages; Organizations; Profit; Safety; Health; Policy
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      Levine, David I., and Michael W. Toffel. "Quality Management and Job Quality: How the ISO 9001 Standard for Quality Management Systems Affects Employees and Employers." Management Science 56, no. 6 (June 2010): 978–996. (Appendix. Profiled by industry practitioners in Quality Digest, Quality Progress, ANSI-ASQ National Accreditation Board (ANAB).)
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