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      • Faculty Publications  (135)

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      • March 2018
      • Case

      Sachem Head's Activism at Autodesk

      By: Suraj Srinivasan and Quinn Pitcher
      In 2015, activist hedge fund Sachem Head Capital, led by founder Scott Ferguson, launched an activist campaign at computer aided design (CAD) software maker Autodesk. The activist campaign, waged mainly in private, was over Autodesk's lackluster financial performance,... View Details
      Keywords: Shareholder Activism; Investing; Activist Investing; Technology; CEO Turnover; Hedge Fund Activism; Benchmarking; Corporate Governance; Information Technology; Investment Activism; Performance Improvement; Management Succession; United States
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      Srinivasan, Suraj, and Quinn Pitcher. "Sachem Head's Activism at Autodesk." Harvard Business School Case 118-086, March 2018.
      • March 2018
      • Article

      In Pursuit of Enhanced Customer Retention Management: Review, Key Issues, and Future Directions

      By: Eva Ascarza, Scott A. Neslin, Oded Netzer, Zachery Anderson, Peter S. Fader, Sunil Gupta, Bruce Hardie, Aurelie Lemmens, Barak Libai, David T. Neal, Foster Provost and Rom Schrift
      In today’s turbulent business environment, customer retention presents a significant challenge for many service companies. Academics have generated a large body of research that addresses part of that challenge—with a particular focus on predicting customer churn.... View Details
      Keywords: Customer Retention; Churn; Customer Relationship Management; Measurement and Metrics
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      Ascarza, Eva, Scott A. Neslin, Oded Netzer, Zachery Anderson, Peter S. Fader, Sunil Gupta, Bruce Hardie, Aurelie Lemmens, Barak Libai, David T. Neal, Foster Provost, and Rom Schrift. "In Pursuit of Enhanced Customer Retention Management: Review, Key Issues, and Future Directions." Special Issue on 2016 Choice Symposium. Customer Needs and Solutions 5, nos. 1-2 (March 2018): 65–81.
      • Article

      Orienteering for Electioneering

      By: Jonah Kallenbach, Robert Kleinberg and Scott Duke Kominers
      In this paper, we introduce a combinatorial optimization problem that models the investment decision a political candidate faces when treating his or her opponents’ campaign plans as given. Our formulation accounts for both the time cost of traveling between districts... View Details
      Keywords: Political Elections; Resource Allocation; Time Management; Analysis
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      Kallenbach, Jonah, Robert Kleinberg, and Scott Duke Kominers. "Orienteering for Electioneering." Operations Research Letters 46, no. 2 (March 2018): 205–210.
      • January 2018
      • Article

      The Effect of Cost Sharing on an Employee Weight Loss Program: A Randomized Trial

      By: Leslie K. John, Andrea Troxel, William Yancy, Joelle Y. Friedman, Jingsan Zhu, Lin Yang, Robert Galvin, Karen Miller-Kovach, Scott Halpern, George Loewenstein and Kevin Volpp
      Purpose: We tested the effects of employer subsidies on employee enrollment, attendance, and weight loss in a nationally-available weight management program.
      Design: A randomized trial tested the impact of employer subsidy: 100%; 80% 50% and a hybrid 50% subsidy... View Details
      Keywords: Affordable Care Act (ACA); Subsidies; Weight Loss; Obesity; Incentives; Behavioral Economics; Motivation and Incentives; Behavior; Health Disorders; Health Care and Treatment; Compensation and Benefits; United States
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      John, Leslie K., Andrea Troxel, William Yancy, Joelle Y. Friedman, Jingsan Zhu, Lin Yang, Robert Galvin, Karen Miller-Kovach, Scott Halpern, George Loewenstein, and Kevin Volpp. "The Effect of Cost Sharing on an Employee Weight Loss Program: A Randomized Trial." American Journal of Health Promotion 32, no. 1 (January 2018): 170–176.
      • November 2017
      • Case

      The Digital Factory – Siemens: Electronic Works Amberg

      By: Rajiv Lal and Scott F. Johnson
      The Electronic Works Amberg (EWA) was Siemens' most advanced factory. The plant built industrial automation equipment using state-of-the-art manufacturing techniques. Siemens was considering creating a consulting business for its manufacturing clients. Given the EWA's... View Details
      Keywords: Siemens; Internet Of Things; Industrie 4.0; Manufacturing; Consulting; Digital Factory; Ewa; Amberg; Electronic Works Amberg; Information Technology; Mobile and Wireless Technology; Applications and Software; Internet and the Web; Production; Manufacturing Industry; Industrial Products Industry; Technology Industry; Germany
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      Lal, Rajiv, and Scott F. Johnson. "The Digital Factory – Siemens: Electronic Works Amberg." Harvard Business School Case 518-054, November 2017.
      • 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.
      • October 2017
      • Case

      Updating Dating

      By: Thomas R. Eisenmann, Scott Duke Kominers and Alan Lam
      To identify design ideas for their own startup, two MBAs compare the different profiling, matching, and monetization approaches employed by five incumbent dating services: Coffee Meets Bagel, OKCupid, Jiayuan, Dating Ring, and HurryDate. View Details
      Keywords: Marketplace Design; Dating Services; Entrepreneurship; Market Design; United States; China
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      Eisenmann, Thomas R., Scott Duke Kominers, and Alan Lam. "Updating Dating." Harvard Business School Case 818-052, October 2017.
      • Article

      "Troll" Check? A Proposal for Administrative Review of Patent Litigation

      By: Lauren Cohen, John Golden, Umit Gurun and Scott Duke Kominers
      The patent system is commonly justified as a way to promote social welfare and, more specifically, technological progress. For years, however, there has been concern that patent litigation is undermining, rather than furthering, these goals. Particularly in the United... View Details
      Keywords: Patent Trolls; Patents; Lawsuits and Litigation
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      Cohen, Lauren, John Golden, Umit Gurun, and Scott Duke Kominers. "Troll" Check? A Proposal for Administrative Review of Patent Litigation. Boston University Law Review 97, no. 5 (October 2017): 1775–1841.
      • 2019
      • Working Paper

      Collusion in Markets with Syndication

      By: John William Hatfield, Scott Duke Kominers, Richard Lowery and Jordan M. Barry
      Many markets, including markets for IPOs and debt issuances, are syndicated: each winning bidder invites competitors to join its syndicate to complete production. Using repeated extensive form games, we show that collusion in syndicated markets may become easier as... View Details
      Keywords: Collusion; Antitrust; IPO Underwriting; Syndication; "Repeated Games"
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      Hatfield, John William, Scott Duke Kominers, Richard Lowery, and Jordan M. Barry. "Collusion in Markets with Syndication." Harvard Business School Working Paper, No. 18-009, July 2017. (Revised June 2019.)
      • 2017
      • Article

      Computer Vision Uncovers Predictors of Physical Urban Change

      By: Nikhil Naik, Scott Duke Kominers, Ramesh Raskar, Edward L. Glaeser and César A. Hidalgo
      Which neighborhoods experience physical improvements? In this paper, we introduce a computer vision method to measure changes in the physical appearances of neighborhoods from time-series street-level imagery. We connect changes in the physical appearance of five U.S.... View Details
      Keywords: Urban Economics; Gentrification; Urban Studies; Computer Vision; Nieghborhood Effects; Urban Development; Situation or Environment; Demographics; Economics; Change
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      Naik, Nikhil, Scott Duke Kominers, Ramesh Raskar, Edward L. Glaeser, and César A. Hidalgo. "Computer Vision Uncovers Predictors of Physical Urban Change." Proceedings of the National Academy of Sciences 114, no. 29 (July 18, 2017).
      • Article

      Who Will Vote Quadratically? Voter Turnout and Votes Cast Under Quadratic Voting

      By: Louis Kaplow and Scott Duke Kominers
      Who will vote quadratically in large-N elections under quadratic voting (QV)? First, who will vote? Although the core QV literature assumes that everyone votes, turnout is endogenous. Drawing on other work, we consider the representativeness of endogenously... View Details
      Keywords: Voting Turnout; Paradox Of Voting; Quadratic Voting; Pivotality; Elections; Voting; Political Elections; Mathematical Methods
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      Kaplow, Louis, and Scott Duke Kominers. "Who Will Vote Quadratically? Voter Turnout and Votes Cast Under Quadratic Voting." Special Issue on Quadratic Voting and the Public Good. Public Choice 172, nos. 1-2 (July 2017): 125–149.
      • May 2017
      • Other Article

      Stepwise Distributed Open Innovation Contests for Software Development: Acceleration of Genome-Wide Association Analysis

      By: Andrew Hill, Po-Ru Loh, Ragu B. Bharadwaj, Pascal Pons, Jingbo Shang, Eva C. Guinan, Karim R. Lakhani, Iain Kilty and Scott Jelinsky
      BACKGROUND: The association of differing genotypes with disease-related phenotypic traits offers great potential to both help identify new therapeutic targets and support stratification of patients who would gain the greatest benefit from specific drug classes.... View Details
      Keywords: Crowdsourcing; Genome-wide Association Study; Logistic Regression; Open Innovation; PLINK; Collaborative Innovation and Invention
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      Hill, Andrew, Po-Ru Loh, Ragu B. Bharadwaj, Pascal Pons, Jingbo Shang, Eva C. Guinan, Karim R. Lakhani, Iain Kilty, and Scott Jelinsky. "Stepwise Distributed Open Innovation Contests for Software Development: Acceleration of Genome-Wide Association Analysis." GigaScience 6, no. 5 (May 2017).
      • March 2017
      • Article

      Creativity in Unethical Behavior Attenuates Condemnation and Breeds Social Contagion: When Transgressions Seem to Create Little Harm

      By: Scott S. Wiltermuth, Lynne C. Vincent and F. Gino
      Across six studies, people judged creative forms of unethical behavior to be less unethical than less creative forms of unethical behavior, particularly when the unethical behaviors imposed relatively little direct harm on victims. As a result of perceiving behaviors... View Details
      Keywords: Ethics; Perception; Creativity
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      Wiltermuth, Scott S., Lynne C. Vincent, and F. Gino. "Creativity in Unethical Behavior Attenuates Condemnation and Breeds Social Contagion: When Transgressions Seem to Create Little Harm." Organizational Behavior and Human Decision Processes 139 (March 2017): 106–126.
      • February 2017
      • Case

      GE Digital

      By: Rajiv Lal and Scott Johnson
      Known for manufacturing industrial equipment, GE has decided to invest in software and analytics capabilities to become a digital industrial company. They have also created a software platform that they hope will power the Industrial Internet. GE executives forecasted... View Details
      Keywords: GE; General Electric; Manufacturing; Industrial Internet; Wind Power; Digital Manufacturing; Renewable Energy; Energy; Innovation and Management; Innovation Strategy; Organizational Change and Adaptation; Organizational Culture; Applications and Software; Growth and Development Strategy; Transformation; Green Technology Industry; Technology Industry; Manufacturing Industry; North America
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      Lal, Rajiv, and Scott Johnson. "GE Digital." Harvard Business School Case 517-063, February 2017.
      • 2016
      • Working Paper

      Collusion in Markets with Syndication

      By: John William Hatfield, Scott Kominers and Richard Lowery
      Markets for IPOs and debt issuances are syndicated, in the sense that a bidder who wins a contract may invite losing bidders to join a syndicate that together fulfills the contract. We show that in markets with syndication, standard intuitions from... View Details
      Keywords: Collusion; Antitrust; IPO Underwriting; Syndication; "Repeated Games"
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      Hatfield, John William, Scott Kominers, and Richard Lowery. "Collusion in Markets with Syndication." Working Paper, November 2016.
      • 2016
      • Working Paper

      Refugee Resettlement

      By: David Delacretaz, Scott Duke Kominers and Alexander Teytelboym
      Over 100,000 refugees are permanently resettled from refugee camps to hosting countries every year. Nevertheless, refugee resettlement processes in most countries are ad hoc, accounting for neither the priorities of hosting communities nor the preferences of refugees... View Details
      Keywords: Refugees; Marketplace Matching; Mathematical Methods
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      Delacretaz, David, Scott Duke Kominers, and Alexander Teytelboym. "Refugee Resettlement." Working Paper, November 2016.
      • June 2016
      • Supplement

      Supply Chain Finance at Procter & Gamble Spreadsheet Supplement

      By: Benjamin C. Esty, Scott Mayfield and David Lane
      In April 2013, Procter & Gamble (P&G), the world’s largest consumer packaged goods (CPG) company, announced that it would extend its payment terms to suppliers by 30 days. At the same time, P&G announced a new supply chain financing (SCF) program giving suppliers the... View Details
      Keywords: Working Capital; Supply Chain Finance; Corporate Treasury; Consumer Packaged Goods; Value Creation; Supply Chain; Supplier Relationships; Banking; Liquidity; Accounts Payable; Accrual Accounting; Financial Reporting; Cash Flow; Cost Management; Banks and Banking; Financial Strategy; Multinational Firms and Management; Supply Chain Management; United States; Brazil
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      Esty, Benjamin C., Scott Mayfield, and David Lane. "Supply Chain Finance at Procter & Gamble Spreadsheet Supplement." Harvard Business School Spreadsheet Supplement 216-713, June 2016.
      • 2016
      • Book

      Innovation Policy and the Economy, Volume 17

      By: Shane Greenstein, Josh Lerner and Scott Stern
      The seventeenth volume of the National Bureau of Economic Research’s Innovation Policy and the Economy provides an accessible forum for bringing the work of leading academic researchers to an audience of policymakers and those interested in the interaction... View Details
      Keywords: Innovation and Invention; Technological Innovation; Governance; Policy; Economy
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      Greenstein, Shane, Josh Lerner and Scott Stern, eds. Innovation Policy and the Economy, Volume 17. Chicago: University of Chicago Press, 2016.
      • May 2016 (Revised May 2017)
      • Case

      Supply Chain Finance at Procter & Gamble

      By: Benjamin C. Esty, E. Scott Mayfield and David Lane
      In April 2013, Procter & Gamble (P&G), the world’s largest consumer packaged goods (CPG) company, announced that it would extend its payment terms to suppliers by 30 days. At the same time, P&G announced a new supply chain financing (SCF) program giving suppliers the... View Details
      Keywords: Working Capital; Supply Chain Finance; Corporate Treasury; Consumer Packaged Goods; Supply Chain; Supplier Relationships; Banking; Liquidity; Accounts Payable; Financial Reporting; Cash Flow; Cost Management; Banks and Banking; Financial Strategy; Multinational Firms and Management; Supply Chain Management; Accrual Accounting; Value Creation; Consumer Products Industry; Forest Products Industry; United States; Brazil
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      Esty, Benjamin C., E. Scott Mayfield, and David Lane. "Supply Chain Finance at Procter & Gamble." Harvard Business School Case 216-039, May 2016. (Revised May 2017.)
      • Article

      Crowdsourcing City Government: Using Tournaments to Improve Inspection Accuracy

      By: Edward Glaeser, Andrew Hillis, Scott Duke Kominers and Michael Luca
      The proliferation of big data makes it possible to better target city services like hygiene inspections, but city governments rarely have the in-house talent needed for developing prediction algorithms. Cities could hire consultants, but a cheaper alternative is to... View Details
      Keywords: User-generated Content; Operations; Tournaments; Policy-making; Machine Learning; Online Platforms; Analytics and Data Science; Mathematical Methods; City; Infrastructure; Business Processes; Government and Politics
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      Glaeser, Edward, Andrew Hillis, Scott Duke Kominers, and Michael Luca. "Crowdsourcing City Government: Using Tournaments to Improve Inspection Accuracy." American Economic Review: Papers and Proceedings 106, no. 5 (May 2016): 114–118.
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