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      • Faculty Publications  (462)

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      • 2019
      • Chapter

      Conclusion—Intersections of Race, Work, and Leadership: Lessons in Advancing Black Leaders

      By: Laura Morgan Roberts and Anthony J. Mayo
      In chapter 23, the concluding chapter of Race, Work, and Leadership, “Intersections of Race, Work, and Leadership,” Roberts and Mayo provide insights for understanding and enhancing the black experience. In addition, the editors summarize a series of... View Details
      Keywords: Race And Ethnicity; Inclusion; Race; Diversity; Leadership
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      Morgan Roberts, Laura, and Anthony J. Mayo. "Conclusion—Intersections of Race, Work, and Leadership: Lessons in Advancing Black Leaders." Chap. 23 in Race, Work, and Leadership: New Perspectives on the Black Experience, edited by Laura Morgan Roberts, Anthony J. Mayo, and David A. Thomas, 419–432. Boston, MA: Harvard Business Review Press, 2019.
      • September 2019
      • Article

      Optimizing Reserves in School Choice: A Dynamic Programming Approach

      By: Franklyn Wang, Ravi Jagadeesan and Scott Duke Kominers
      We introduce a new model of school choice with reserves in which a social planner is constrained by a limited supply of reserve seats and tries to find an optimal matching according to a social welfare function. We construct the optimal distribution of reserves via a... View Details
      Keywords: Matching; Reserves; Dynamic Programming; Marketplace Matching; Mathematical Methods
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      Wang, Franklyn, Ravi Jagadeesan, and Scott Duke Kominers. "Optimizing Reserves in School Choice: A Dynamic Programming Approach." Operations Research Letters 47, no. 5 (September 2019): 438–446.
      • August 2019 (Revised March 2023)
      • Case

      Rand Fishkin at Moz (A)

      By: Thomas R. Eisenmann
      In 2016, senior management at Moz, a venture capital–backed startup providing software tools for digital marketing professionals, must decide how to address a looming cash flow crisis precipitated by failed efforts to broaden its product line. Seattle-based Moz had... View Details
      Keywords: Startups; Scaling; Entrepreneurship; Failure; Business Startups; Diversification; Growth Management; Technology Industry
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      Eisenmann, Thomas R. "Rand Fishkin at Moz (A)." Harvard Business School Case 820-002, August 2019. (Revised March 2023.)
      • August 2019
      • Article

      When and How to Diversify—A Multicategory Utility Model for Personalized Content Recommendation

      By: Yicheng Song, Nachiketa Sahoo and Elie Ofek
      Sometimes we desire change, a break from the same or an opportunity to fulfill different aspects of our needs. Noting that consumers seek variety, several approaches have been developed to diversify items recommended by personalized recommender systems. However,... View Details
      Keywords: Recommender Systems; Personalization; Recommendation Diversity; Variety Seeking; Collaborative Filtering; Consumer Utility Models; Digital Media; Clickstream Analysis; Learning-to-rank; Consumer Behavior; Media; Customization and Personalization; Strategy; Mathematical Methods
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      Song, Yicheng, Nachiketa Sahoo, and Elie Ofek. "When and How to Diversify—A Multicategory Utility Model for Personalized Content Recommendation." Management Science 65, no. 8 (August 2019): 3737–3757.
      • July 2019
      • Article

      Optimal Capital Structure and Bankruptcy Choice: Dynamic Bargaining vs Liquidation

      By: Samuel Antill and Steven R. Grenadier
      We model a firm’s optimal capital structure decision in a framework in which it may later choose to enter either Chapter 11 reorganization or Chapter 7 liquidation. Creditors anticipate equityholders’ ex-post reorganization incentives and price them into the ex-ante... View Details
      Keywords: Default; Dynamic Bargaining; Capital Structure; Insolvency and Bankruptcy; Mathematical Methods
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      Antill, Samuel, and Steven R. Grenadier. "Optimal Capital Structure and Bankruptcy Choice: Dynamic Bargaining vs Liquidation." Journal of Financial Economics 133, no. 1 (July 2019): 198–224.
      • 2019
      • White Paper

      Future Positive: How Companies Can Tap Into Employee Optimism to Navigate Tomorrow's Workplace

      By: Joseph B. Fuller, Judith K. Wallenstein, Manjari Raman and Alice de Chalendar
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      Fuller, Joseph B., Judith K. Wallenstein, Manjari Raman, and Alice de Chalendar. "Future Positive: How Companies Can Tap Into Employee Optimism to Navigate Tomorrow's Workplace." White Paper, May 2019.
      • 2019
      • Article

      Time-Driven Activity-Based Cost Analysis for Outpatient Anticoagulation Therapy: Direct Costs in a Primary Care Setting with Optimal Performance

      By: Robert S. Kaplan, Rohit A. Bobade, Richard A. Helmers, Thomas M. Jaeger, Laura J. Odell and Derek A. Haas
      Objectives: To determine how overall cost of anticoagulation therapy for warfarin compares with that of Novel Oral Anticoagulants (NOACs). Also, to demonstrate a scientific, comprehensive, and an analytical approach to estimate direct costs involved in monitoring and... View Details
      Keywords: Time-Driven Activity-Based Costing; Activity Based Costing and Management; Health Care and Treatment; Analysis
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      Kaplan, Robert S., Rohit A. Bobade, Richard A. Helmers, Thomas M. Jaeger, Laura J. Odell, and Derek A. Haas. "Time-Driven Activity-Based Cost Analysis for Outpatient Anticoagulation Therapy: Direct Costs in a Primary Care Setting with Optimal Performance." Journal of Medical Economics 22, no. 5 (2019): 471–477.
      • May–June 2019
      • Article

      U-Shaped Conformity in Online Social Networks

      By: Monic Sun, Michael Zhang and Feng Zhu
      We explore how people balance their needs to belong and to be different from their friends by studying their choices of a virtual-house wall color on a leading Chinese social-networking site. The setting enables us to randomize both the popular color and the adoption... View Details
      Keywords: Conformity; Normative Social Influence; Social Networks; Field Experiment; Social and Collaborative Networks; Behavior; Attitudes; Social Media
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      Sun, Monic, Michael Zhang, and Feng Zhu. "U-Shaped Conformity in Online Social Networks." Marketing Science 38, no. 3 (May–June 2019): 461–480.
      • March 2019
      • Supplement

      KITEA (F): Expanding in Africa

      By: Ramon Casadesus-Masanell and Gamze Yucaoglu
      he case opens in 2018 after KITEA has recorded two years of double-digit sales growth following IKEA’s entry into the Moroccan market. It then traces the factors that contributed to KITEA’s success and that led Tana Africa Capital Limited to acquire a minority stake in... View Details
      Keywords: Retail; KITEA; IKEA; Furniture; Furniture Industry; Entry Strategy; Responding To Entry; Localization; Competitive Interaction; Private Sector; For-Profit Firms; Business Strategy; Strategic Planning; Competitive Strategy; Competitive Advantage; Adaptation; Corporate Strategy; Success; Expansion; Strategy; Retail Industry; Africa; North Africa; Morocco
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      Casadesus-Masanell, Ramon, and Gamze Yucaoglu. "KITEA (F): Expanding in Africa." Harvard Business School Supplement 719-423, March 2019.
      • 2019
      • Article

      Fair Algorithms for Learning in Allocation Problems

      By: Hadi Elzayn, Shahin Jabbari, Christopher Jung, Michael J Kearns, Seth Neel, Aaron Leon Roth and Zachary Schutzman
      Settings such as lending and policing can be modeled by a centralized agent allocating a scarce resource (e.g. loans or police officers) amongst several groups, in order to maximize some objective (e.g. loans given that are repaid, or criminals that are apprehended).... View Details
      Keywords: Allocation Problems; Algorithms; Fairness; Learning
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      Elzayn, Hadi, Shahin Jabbari, Christopher Jung, Michael J Kearns, Seth Neel, Aaron Leon Roth, and Zachary Schutzman. "Fair Algorithms for Learning in Allocation Problems." Proceedings of the Conference on Fairness, Accountability, and Transparency (2019): 170–179.
      • 2019
      • Working Paper

      Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 13 Platform Systems vs. Step Processes—The Value of Options and the Power of Modularity

      By: Carliss Y. Baldwin
      This is the first chapter in Part 3. Its purpose is to contrast the value structure of platform systems with step processes from a technological perspective. I first review the basic technical architecture of computers and argue that every computer is inherently a... View Details
      Keywords: Platform Systems; Step Processes; Computer Architecture; Modularity; Information Technology; Digital Platforms
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      Baldwin, Carliss Y. "Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 13 Platform Systems vs. Step Processes—The Value of Options and the Power of Modularity." Harvard Business School Working Paper, No. 19-073, January 2019.
      • 2019
      • Working Paper

      Understanding Different Approaches to Benefit-Based Taxation

      By: Robert Scherf and Matthew C. Weinzierl
      The normative principle of benefit-based taxation has exerted substantial influence on many areas of public finance, but it has been largely set aside in the modern theoretical approach to optimal income taxation, where welfarist objectives dominate. A prerequisite for... View Details
      Keywords: Benefit-based Taxation; Taxation; Theory
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      Scherf, Robert, and Matthew C. Weinzierl. "Understanding Different Approaches to Benefit-Based Taxation." Harvard Business School Working Paper, No. 19-070, January 2019. (Revised August 2019.)
      • 2019
      • Article

      An Empirical Study of Rich Subgroup Fairness for Machine Learning

      By: Michael J Kearns, Seth Neel, Aaron Leon Roth and Zhiwei Steven Wu
      Kearns et al. [2018] recently proposed a notion of rich subgroup fairness intended to bridge the gap between statistical and individual notions of fairness. Rich subgroup fairness picks a statistical fairness constraint (say, equalizing false positive rates across... View Details
      Keywords: Machine Learning; Fairness; AI and Machine Learning
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      Kearns, Michael J., Seth Neel, Aaron Leon Roth, and Zhiwei Steven Wu. "An Empirical Study of Rich Subgroup Fairness for Machine Learning." Proceedings of the Conference on Fairness, Accountability, and Transparency (2019): 100–109.
      • Article

      Faithful and Customizable Explanations of Black Box Models

      By: Himabindu Lakkaraju, Ece Kamar, Rich Caruana and Jure Leskovec
      As predictive models increasingly assist human experts (e.g., doctors) in day-to-day decision making, it is crucial for experts to be able to explore and understand how such models behave in different feature subspaces in order to know if and when to trust them. To... View Details
      Keywords: Interpretable Machine Learning; Black Box Models; Decision Making; Framework
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      Lakkaraju, Himabindu, Ece Kamar, Rich Caruana, and Jure Leskovec. "Faithful and Customizable Explanations of Black Box Models." Proceedings of the AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (2019).
      • December 2018
      • Case

      Corporate Transformation at Merck KGaA, Darmstadt, Germany

      By: Joseph B. Fuller, Amy C. Edmondson, Daniela Beyersdorfer and Tonia Labruyere
      When Stefan Oschmann became CEO and chairman of the executive board of Merck KGaA, Darmstadt, Germany, in 2016, the company had started its transformation from a mid-tier traditional German industry player to a global modern science and technology player. The... View Details
      Keywords: Corporate Governance With Family Ownership; Transformation; Change Management; Restructuring; Corporate Governance; Family Ownership
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      Fuller, Joseph B., Amy C. Edmondson, Daniela Beyersdorfer, and Tonia Labruyere. "Corporate Transformation at Merck KGaA, Darmstadt, Germany." Harvard Business School Case 319-072, December 2018.
      • Article

      The Strategy in Competitive Interactions

      By: Eric J. Van den Steen
      This paper reviews, discusses, and expands the “core guidance” definition of strategy as “the smallest set of choices to optimally guide (or force) other choices.” It first discusses what this definition contributes to the existing proposed definitions. It then... View Details
      Keywords: Strategy Formulation; Strategy Definition; Strategy; Competition; Analysis; Competitive Strategy; Decision Making
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      Van den Steen, Eric J. "The Strategy in Competitive Interactions." Strategy Science 3, no. 4 (December 2018): 574–591.
      • November 2018 (Revised August 2020)
      • Case

      The Reinvention of Kodak

      By: Ryan Raffaelli and Christine Snively
      The Eastman Kodak Company (Kodak) was a name familiar to most Americans. The company had dominated the film and photography industry through most of the 20th Century and was known for making affordable cameras (and the “Kodak Moment”) and supplying the movie industry... View Details
      Keywords: CEO; Leadership; Asset Management; Transformation; Organizational Change and Adaptation; Competitive Strategy
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      Raffaelli, Ryan, and Christine Snively. "The Reinvention of Kodak." Harvard Business School Case 419-012, November 2018. (Revised August 2020.)
      • November 2018 (Revised May 2019)
      • Case

      California Closets: Organizing the Customer Experience

      By: Boris Groysberg and Annelena Lobb
      California Closets had used robust net promoter score (NPS) data, surveyed across its locations, to create a more consistent and satisfying customer experience. CEO Bill Barton wanted to further optimize the customer experience around best practices. He also wanted to... View Details
      Keywords: Net Promoter Score; Customer Relationship Management; Customer Satisfaction; Customers; Acquisition; Demographics; Strategy
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      Groysberg, Boris, and Annelena Lobb. "California Closets: Organizing the Customer Experience." Harvard Business School Case 419-004, November 2018. (Revised May 2019.)
      • November 2018
      • Teaching Note

      The Tax Man: Taxes in Private Equity Real Estate

      By: Nori Gerardo Lietz and Sayiddah Fatima McCree
      Teaching Note for HBS No. 218-077. This teaching note provides the back up analysis for the various alternatives to be considered in choosing the optimal investment structure for the real estate acquisition. It contrasts the interests of the tax exempt investors... View Details
      Keywords: Real Estate; Alternative Investment Structures; Taxation; Private Equity; Property; Acquisition; Conflict of Interests; Governing Rules, Regulations, and Reforms
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      Lietz, Nori Gerardo, and Sayiddah Fatima McCree. "The Tax Man: Taxes in Private Equity Real Estate." Harvard Business School Teaching Note 219-017, November 2018.
      • Article

      Operational Efficiency and Effective Management in the Catheterization Laboratory

      By: Grant W. Reed, Michael L. Tushman and Samir R. Kapadia
      Operational efficiency is a core business principle in which organizations strive to deliver high-quality goods or services in a cost-effective manner. This concept has become increasingly relevant to cardiac catheterization laboratories, as insurers move away from... View Details
      Keywords: Cath Lab; Catheterization Laboratory; Health Care and Treatment; Performance Efficiency; Management; Performance Productivity; Cost Management; Health Industry
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      Reed, Grant W., Michael L. Tushman, and Samir R. Kapadia. "Operational Efficiency and Effective Management in the Catheterization Laboratory." Journal of the American College of Cardiology 72, no. 20 (November 20, 2018): 2507–2517.
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