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      • Faculty Publications  (203)

      InterpretabilityRemove Interpretability →

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      • 2017
      • Working Paper

      BATNAs in Negotiation: Common Errors and Three Kinds of 'No'

      By: James K. Sebenius
      The best alternative to a negotiated agreement (“BATNA”) concept in negotiation has proven to be immensely useful. In tandem with its value in practice, BATNA has become a wildly successful acronym (with more than 14 million Google results). But the initial... View Details
      Keywords: Negotiation; BATNA; Bargaining; Zone Of Possible Agreement; Reservation Price; Reservation Value; Agreements and Arrangements; Negotiation Tactics
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      Sebenius, James K. "BATNAs in Negotiation: Common Errors and Three Kinds of 'No'." Harvard Business School Working Paper, No. 17-055, December 2016. (Revised March 2017, a version of this article is forthcoming in the Negotiation Journal, April 2017.)
      • 9 Dec 2016
      • Conference Presentation

      Learning Cost-Effective and Interpretable Regimes for Treatment Recommendation

      By: Himabindu Lakkaraju and Cynthia Rudin
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      Lakkaraju, Himabindu, and Cynthia Rudin. "Learning Cost-Effective and Interpretable Regimes for Treatment Recommendation." Paper presented at the 30th Annual Conference on Neural Information Processing Systems (NIPS), Workshop on Interpretable Machine Learning in Complex Systems, Barcelona, Spain, December 9, 2016.
      • 8 Dec 2016
      • Conference Presentation

      Learning Cost-Effective and Interpretable Treatment Regimes for Judicial Bail Decisions

      By: Himabindu Lakkaraju and Cynthia Rudin
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      Lakkaraju, Himabindu, and Cynthia Rudin. "Learning Cost-Effective and Interpretable Treatment Regimes for Judicial Bail Decisions." Paper presented at the 30th Annual Conference on Neural Information Processing Systems (NIPS), Symposium on Machine Learning and the Law, Barcelona, Spain, December 8, 2016.
      • 2016
      • Working Paper

      Meet the Oligarchs: Business Legitimacy, State Capacity and Taxation

      By: Rafael Di Tella, Juan Dubra and Alejandro Lagomarsino
      We analyze the role of people’s beliefs about the rich in the determination of public policy in the context of a randomized online survey experiment. A question we study is the desirability of government-private sector meetings, a variable we argue is connected to... View Details
      Keywords: Business Legitimacy; State Capacity; Meetings; Taxes; Top 1%; Regulation; Prejudice and Bias; Values and Beliefs; Taxation; Business and Government Relations
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      Di Tella, Rafael, Juan Dubra, and Alejandro Lagomarsino. "Meet the Oligarchs: Business Legitimacy, State Capacity and Taxation." Harvard Business School Working Paper, No. 17-046, December 2016.
      • October 2016
      • Article

      Looking Across and Looking Beyond the Knowledge Frontier: Intellectual Distance and Resource Allocation in Science

      By: Kevin J. Boudreau, Eva Guinan, Karim R. Lakhani and Christoph Riedl
      Selecting among alternative innovative projects is a core management task in all innovating organizations. In this paper, we focus on the evaluation of frontier scientific research projects. We argue that the "intellectual distance" between the knowledge embodied in... View Details
      Keywords: Knowledge; Innovation; Novelty; Evaluation; Resource Allocation; Decision Choices and Conditions; Innovation and Management; Science-Based Business; Experience and Expertise
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      Boudreau, Kevin J., Eva Guinan, Karim R. Lakhani, and Christoph Riedl. "Looking Across and Looking Beyond the Knowledge Frontier: Intellectual Distance and Resource Allocation in Science." Management Science 62, no. 10 (October 2016).
      • Summer 2016
      • Article

      Open Content, Linus' Law, and Neutral Point of View

      By: Shane Greenstein and Feng Zhu
      The diffusion of the Internet and digital technologies has enabled many organizations to use the open-content production model to produce and disseminate knowledge. While several prior studies have shown that the open-content production model can lead to high-quality... View Details
      Keywords: Prejudice and Bias; Internet and the Web; Balance and Stability; Operations; Knowledge Management; Knowledge Dissemination
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      Greenstein, Shane, and Feng Zhu. "Open Content, Linus' Law, and Neutral Point of View." Information Systems Research 27, no. 3 (September 2016): 618–635.
      • Article

      Invention and Agglomeration in the Bay Area: Not Just ICT

      By: Chris Forman, Avi Goldfarb and Shane Greenstein
      We document that the Bay Area rose from 4% of all successful US patent applications in 1976 to 16% in 2008. This is partly driven by the increase in the prevalence of information and communication technology; however, even for patents unrelated to information and... View Details
      Keywords: Agglomeration; Information Technology; Patents; San Francisco
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      Forman, Chris, Avi Goldfarb, and Shane Greenstein. "Invention and Agglomeration in the Bay Area: Not Just ICT." American Economic Review: Papers and Proceedings 106, no. 5 (May 2016): 146–151.
      • 2016
      • Book

      Antonio Serra and the Economics of Good Government

      By: Rosario Patalano and Sophus A. Reinert
      Little is known of Antonio Serra except that he wrote his extraordinary 1613 Short Treatise on the Causes That Make Kingdoms Abound in Gold and Silver even in the Absence of Mines in a Neapolitan jail and that he died there soon afterwards. However, the... View Details
      Keywords: History; Books; Government and Politics; Economics
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      Patalano, Rosario and Sophus A. Reinert, eds. Antonio Serra and the Economics of Good Government. Palgrave Studies in the History of Finance. New York: Palgrave Macmillan, 2016.
      • Spring 2016
      • Article

      Performance Responses to Competition Across Skill-Levels in Rank Order Tournaments: Field Evidence and Implications for Tournament Design

      By: Kevin J. Boudreau, Karim R. Lakhani and Michael E. Menietti
      Tournaments are widely used in the economy to organize production and innovation. We study individual contestant-level data from 2,796 contestants in 774 software algorithm design contests with random assignment. Precisely conforming to theory predictions, the... View Details
      Keywords: Competition; Innovation Strategy
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      Boudreau, Kevin J., Karim R. Lakhani, and Michael E. Menietti. "Performance Responses to Competition Across Skill-Levels in Rank Order Tournaments: Field Evidence and Implications for Tournament Design." RAND Journal of Economics 47, no. 1 (Spring 2016): 140–165.
      • 2016
      • Working Paper

      The Reference Wars: Encyclopedia Britannica's Decline and Encarta's Emergence

      By: Shane Greenstein
      The experience of Encyclopædia Britannica provides the canonical example of the decline of an established firm at the outset of the digital age. Competition from Microsoft's Encarta in 1993 led to sharp declines in the sales of books, which led to the distressed sale... View Details
      Keywords: Market Entry and Exit; Service Operations; Emerging Markets; Applications and Software; Books; Information Technology Industry; Information Industry
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      Greenstein, Shane. "The Reference Wars: Encyclopedia Britannica's Decline and Encarta's Emergence." Working Paper, April 2016.
      • 2016
      • Teaching Note

      Advanced Leadership Pathways: Laurent Adamowicz and Bon'App

      By: Rosabeth M. Kanter, Tessa Natanay Hamilton and Ai-Ling Jamila Malone
      Teaching Note for Case 314-028. After a successful career as Chairman and CEO of Paris-based luxury food company, Fauchon, Laurent Adamowicz sought to provide a solution to a large scale complex problem. Ultimately, Adamowicz created a mobile application to provide... View Details
      Keywords: Nutritional Information; Obesity; Weight Loss; App Development; Business Startups; Nutrition; Health; Information; Mobile and Wireless Technology; Entrepreneurship; Social Enterprise; Information Technology Industry; Health Industry
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      Kanter, Rosabeth M., Tessa Natanay Hamilton, and Ai-Ling Jamila Malone. "Advanced Leadership Pathways: Laurent Adamowicz and Bon'App." Harvard Business Publishing Teaching Note 316-025, 2016.
      • March 2016
      • Teaching Note

      Advanced Leadership Pathways: Laurent Adamowicz and Bon'App

      By: Rosabeth Moss Kanter, Tessa Natanay Hamilton and Ai-Ling Jamila Malone
      After a successful career as Chairman and CEO of Paris-based luxury food company, Fauchon, Laurent Adamowicz sought to provide a solution to a large scale complex problem. Ultimately, Adamowicz created a mobile application to provide consumers with more accessible and... View Details
      Keywords: Leadership; Change Management; Social Entrepreneurship; Nutrition; Business and Community Relations
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      Kanter, Rosabeth Moss, Tessa Natanay Hamilton, and Ai-Ling Jamila Malone. "Advanced Leadership Pathways: Laurent Adamowicz and Bon'App." Harvard Business School Teaching Note 316-035, March 2016.
      • February 2016 (Revised July 2017)
      • Case

      Race, Justice, and the Jury System in Postbellum Virginia

      By: David Moss and Dean Grodzins
      In December 1877, an all-white grand jury in Patrick County, Virginia, indicted two black teenagers, Lee and Burwell Reynolds, for killing a white man. After a series of trials, an all-white trial jury convicted Lee of second-degree murder and sentenced him to prison.... View Details
      Keywords: Rights; Courts and Trials; Fairness; Race; Government and Politics; History; Virginia
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      Moss, David, and Dean Grodzins. "Race, Justice, and the Jury System in Postbellum Virginia." Harvard Business School Case 716-047, February 2016. (Revised July 2017.)
      • February 2016
      • Article

      After The Break-Up: The Relational and Reputational Consequences of Withdrawals from Venture Capital Syndicates

      By: Pavel Zhelyazkov and Ranjay Gulati
      Traditional research has long treated reputation as an egocentric attribute, typically described as an intangible asset directly shaped by the focal actor's track record. We argue, however, that reputation is dyadic: that an actor can have different reputations with... View Details
      Keywords: Network Formation; Network Search; Venture Capital; Syndication; Networks
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      Zhelyazkov, Pavel, and Ranjay Gulati. "After The Break-Up: The Relational and Reputational Consequences of Withdrawals from Venture Capital Syndicates." Academy of Management Journal 59, no. 1 (February 2016): 277–301.
      • 2016
      • Article

      Do External Labor Market Job Switches Affect the Gender Compensation Gap?

      By: Boris Groysberg, Paul M. Healy and Eric Lin
      This paper investigates how external mobility influences the gender compensation gap for job switching executives. Using proprietary data for 2,034 executive placements from a global search firm, we find job switching narrows the gender gap by 45%, from 11% to 6%. We... View Details
      Keywords: Executive Compensation; Gender
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      Groysberg, Boris, Paul M. Healy, and Eric Lin. "Do External Labor Market Job Switches Affect the Gender Compensation Gap?" Academy of Management Annual Meeting Proceedings (2016).
      • 2016
      • Article

      Scandal and Stigma: Does Corporate Misconduct Affect the Future Compensation of Bystander Managers?

      By: Boris Groysberg, Eric Lin and George Serafeim
      This paper explores whether a firm’s misconduct can affect the compensation of former managers who were neither at the firm at the time of misdeeds nor involved in the scandal. Results suggest that stigma may influence compensation of former managers, even in cases... View Details
      Keywords: Corporate Misconduct; Stigma; Executive Compensation
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      Groysberg, Boris, Eric Lin, and George Serafeim. "Scandal and Stigma: Does Corporate Misconduct Affect the Future Compensation of Bystander Managers?" Academy of Management Annual Meeting Proceedings (2016).
      • January 2016 (Revised November 2018)
      • Case

      Match Next: Next Generation Middle School?

      By: John J-H Kim and Daniel Goldberg
      This case is set in 2015 as a team at Match Education, a high performing charter middle school in Boston, explores new staffing and technology approaches in their quest to obtain what they term "jaw dropping" results. The team hopes to test and model for other schools... View Details
      Keywords: General Management; K-12; Charter Schools; Public Schools; Edtech; Education; Information Technology; Management; Public Sector; Entrepreneurship; Education Industry; Boston
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      Kim, John J-H, and Daniel Goldberg. "Match Next: Next Generation Middle School?" Harvard Business School Case 316-138, January 2016. (Revised November 2018.)
      • 2016
      • Article

      Confusions over Time: An Interpretable Bayesian Model to Characterize Trends in Decision Making

      By: Himabindu Lakkaraju and Jure Leskovec
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      Lakkaraju, Himabindu, and Jure Leskovec. "Confusions over Time: An Interpretable Bayesian Model to Characterize Trends in Decision Making." Advances in Neural Information Processing Systems (NeurIPS) 29 (2016).
      • Article

      Interpretable Decision Sets: A Joint Framework for Description and Prediction

      By: Himabindu Lakkaraju, Stephen H. Bach and Jure Leskovec
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      Lakkaraju, Himabindu, Stephen H. Bach, and Jure Leskovec. "Interpretable Decision Sets: A Joint Framework for Description and Prediction." Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining 22nd (2016).
      • 2015
      • Working Paper

      The Probability of Rare Disasters: Estimation and Implications

      By: Emil Siriwardane
      I analyze a rare disasters economy that yields a measure of the risk neutral probability of a macroeconomic disaster, p*t. A large panel of options data provides strong evidence that p*t is the single factor driving option-implied jump risk measures in the cross... View Details
      Keywords: Financial Markets; Forecasting and Prediction; Financial Crisis; Macroeconomics
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      Siriwardane, Emil. "The Probability of Rare Disasters: Estimation and Implications." Harvard Business School Working Paper, No. 16-061, November 2015.
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